from bios

6: The Addiction Of Stigma


From the crisp cavern of the last of the stars I am woken with half a mug of semi warm sweet black tea. I can feel the warmth of the security hut lingering in this incursion of hands into my nest. There is a message for me on his phone – charging in the hut, I must come, he leaves shift in ten.

I had arranged for someone to send me money for transport, and waited all night. The whatsapp now apologizes, they have only just put through the instant clearance which will take roughly forty minutes. And I am going to be late for my appointment if I wait.

Down at the Denis Hurley Center there is a social worker who can get people into a free rehab. And there are people who will believe in me again if I just get myself to a rehab. There are people who believe that I can get myself to rehab.

I did not want to walk.

I can not tell you if I would have used the uber money for smack and walked anyway...

Before rehab every user wants one last hurrah.

But the money will come in less than forty and the appointment is in fifty and if I wait for the money I might buy smack and not make the appointment, and it is maybe a half hour’s brisk walk...

I set out to set out from the small sanctioned space that I sleep in, tucked away in the church garden, where I have returned to eek the last warmth out of my carving of cardboard and plant life in the last blueness of morning, and gather my things, my bank card, my hoodie, my tin foils and lighters...

All I want is a room to sleep in, regulated medication for the withdrawal and to be free from the ability to assuage my pain endlessly with heroin. I want to slowly un-numb. I want to be endlessly numb. Both at the same time. But the returning thing from which I am trying to escape is invading the numbness, and the endless small junkie tasks of every para day are no longer numbing and money is less but the tasks are relentless and I take no joy in them and then the smack is less and the wheedling and the shame is more and so now, it is impossible to be impossibly numb anymore and the only way, is to unnumb slowly, to return to the waking world.

I set out to walk to the Denis Hurley Center.

Determined. Withdrawing. Shivering. The bone splintering pain is in the post. The shit streaming down my legs is later. But later I will be in rehab and have methadone.

The park I sometimes sleep in, smoke at, in small groups in the lazy afternoon haze. It’s not afternoon, it’s empty, no groups to try get a hit off.

As they bask in the balcony shade of their nymandawos, out of reach of the rising day’s heat, the dealers lazily refuse to give me credit.

The other park, empty except for some still sleeping, glazed with the restless sweat of nearing need. Scattered sandwich wrappers from the call to prayer meal drop.

Just around the corner is the rotting cat carcass, it’s on my route to the scrap for crack place and I have been noting it’s decay daily, and today it’s eyes are full of maggots, and it’s stomach has exploded with flies.

The corner of the intersection, under the protection of the overhanging roof of the abandoned butchery, where I sometimes sleep after a day of digging tins from bins. No-one but detritus, foils romantic in wind eddies -depleted. The trickle of shit is starting to eek. I’m going to rehab. I can make it. They’ll have methadone.

The crack house where I sometimes hustle for change, crack, a roof, and the smoking room is abandoned, three para’s outside trying to make a plan in the hot sun.

The rank of broken taxis where we smoke, under the canopy of old trees and plastic sheeting breathing in the morning heat the users are huddled around a burning tyre for a warmth not possible, and no one will spare me a hit, no one has – they say and they retreat into the old minibus rusting black plastics, someone offers me a blackening banana, the smell of it makes me retch, I am offered a hit if I come back in a little bit or wait but I am late for my appointment to get into a rehab and my stomach is bubbling and my hands are chicken hands cramp, searing tendons hot and steel pulling in parts of my body I never had before and fuck I really wanted to uber.

The abandoned methadone clinic with the nyaope dealers selling what I need right now – christ just one hit before I book into rehab...

Indanda smell soaking like a spoeg bucket through a warren of weeds and bushes where the dealers live in the abandoned lot next to the abandoned boat builders yard, where the paras live in the hulls of abandoned boats.

The boys who smoke on the steps of the abandoned HIV clinic opposite the taxi rank where the dealers hide among the sellers of cell phone accessories, smileys grilling on open fires,

The users smoking on the steps of the abandoned public toilets, trying on freshly shoplifted hoodies.

Through the alleys and finally through a levelled building, just one or two bricks high the smokers and the spikers leaning against the wind in plastics trying to get their hits and I look for someone to ask for just one fucking hit... the money must be in my account by now. An ATM mocks me from across the road. And there, one block away, is the Denis Hurley centre.

Fuck it, I'm going to rehab, they'll have methadone.

I wasn’t going to rehab. There was no methadone.

In order to get into Newlands Rehab, to get off street drugs, you have to be off street drugs. They do not accept anyone who tests positive for any substances. If you want to get clean, they advise you self manage your own detox by reducing the amount of nyaope you smoke over five weeks. Over that five weeks you have to attend two sessions a week, one private with the social worker, and one group session with all those trying to reduce to get into rehab. I agree to this and ask them if they can maybe get me an Uber, I know the money has hit my account and I don’t want to walk back, because then I will spend it badly, sharing and paying back all the little hits I had on the way, and then have nothing for myself to get through the night. They are unable to call me an Uber.

I miss my next session.

I try to attend the group session but at the same time, at the Denis Hurley Centre there is a free meal, and the queue is an hour and a half long. I can queue and eat or I can go and listen to how I need to reduce my usage in order to get clean, to get into a rehab to get clean.

I choose to eat.

I phone the Newlands Rehab to see if they offer a twelve step program and a way to reintegrate into larger society. They tell me they will help me get closer to God.

I get myself Suboxone, via an addiction psychiatrist, to help get through the withdrawals. This is an exercise unto itself, it is days and hours and so much time trying to explain to people my limitations and how I need help and how just giving me money will not help and the help I need is not to be trusted. To be not trusted. Not to be.

On my way to my second one on one session at the Denis Hurley Center the cat is starting to dry out, caved mummy skin. A lack of flies.

I am there to tell the social workers that I have Suboxone, can start it immediately, and it’s a six month process but I will be free of all street drugs within three weeks and I can I get into Newlands, I’ll come to all sessions from now on. And I am told that to get into Newlands you cannot be on any medication at all.

All I want is a room, medication and for it to be impossible to take any heroin for roughly six weeks, I want a rehab to formalise this, because it is impossible for anyone to know that I am trying to claw my way back unless there is the official stamp of a rehab, however unsuited to rehabilitation it might be.

Now it seems that even being clean is not a good enough to get into Newlands, the only free rehab I can find, it seems that I must be off all medication, even the medication that is keeping me clean. And I start the walk back from the social worker at the Denis Hurley Center, with no money for caps, and slightly close to withdrawal. I could start my Suboxone now, but I only have two weeks worth and have been told that only if I get into rehab will the full six months be paid for. Reduction therapy is a joke when some days you have nothing at all and some days you have too much. Addicts cannot self manage, its in the name. Coming off Suboxone without titrating down is a different kind of withdrawal, easier on the mind, hard on the body, which is hard on the mind.

I just want a room and time to think without the pressure of withdrawal every eight hours, twelve hours on methadone, twenty four hours on Suboxone.

I pass Matshikiza, squatting in an alley, beating like porridge the insides of a fan. She’s getting the copper out. She thinks it might be just less than a kilogram. That’s about R150, if we make the daytime scrapyard, but they’re far and it’s after three. Her hair is flotsam, long with strips of fabric, strips of coloured plastic, ribbons, discarded hair extensions, bits of bright wig, braided, melted into her own impeciably matted. She flings it over her shoulder occasionally as we work, stripping the plastic casing, always talking Matshikiza, “Iris is back,” she tells me.

“And fat,” I say as we break off the metal transformer bit, “I saw her last week.”

“Returned from the farm, yes, she was clean but there was no work, now her weight is already going” and then we have to unstrand the copper wire, but there’s more copper in the cables and we need every bit we can get, and we take to trying to burn off the plastic and someone comes out a door and shouts, “FUCK OFF PARAS” and so we amble away and find a parking lot to mine our copper.

While we burn and strip and break, her hair occasionally catches a flame and singes or flames and she brushes these forest fires off like mosquitoes. “Iris was raped by a customer the other night, but she is so not wys, you know. She went to the cops. They asked her if he paid, and then told her it wasn’t rape.”

In the fading light Matshikiza shakes her hair shampoo commercial, away from the flames, “ I am not sure if the client or the cop beat her, but her eye is fucked.”

Some boys they come past us and we find out the late night scrap yard opens in half an hour and they only pay R90 a kilogram. One of the boys wants Matshikiza to go with him to the bush, so they do and I carry on stripping the wires, burning the plastic until I am sick with acrid.

The other boy stays with me, the tiknitian, out of worn holes his backpack streams wires and broken cellphone bits and random scraps of previous technology and he paces and talks to himself anxiously, starts as if being interrupted, the familiar crys-style comforting me as I choke on plastic smoke.

Matshikiza returns with R25. We walk to the scrap merchant. He weighs us in at 400 grams, we get R40. We have R65, enough for a cap and a small piece to share.

We make it back to the open air broken building para city, a field of people huddled under black rubbish bags trying to smoke and we get a cap and a piece and we get inside the black plastic and it smells of plastic and we smell of burnt plastic and the sweat of the day and I can tell the withdrawal is coming because I am getting my sense of smell back, and a half cap isn’t going to do it but that’s what there is and I get my foil and Matshikiza loads on a dot, and I pull in, and then we dot through it, levering in the secondary smoke, dots to prevent waste, the sickness must be diminished, feeling a small bit of relief, saving the crack for just before we have to walk back up the hill from town to Percy Osbourne, where she works and I can ask people for help, and I lean back -as much as is possible inside a black garbage bag – and say, “things are bad today.”

Exhaling, we are close under the plastic, in a very tiny room, the light is gone outside and we can only see each other when the lighter sparks on. I tell her I’ve been trying to get into Newlands rehab, because I need a free rehab, but they want me to get clean first.

Matshikiza laughs. “I went to Newlands, the orderlies there, they trade nyaope for clothes or toiletries or whatever you can give. Everyone smokes there. But they charge more, so I came back.”

We hit the crack and take off the black plastic and the street lights and the people and the rustling of so many people under black plastic whispering and exhaling and we start to walk up the hill, the taxis and the rankness, the scattered pavement cookeries, the hustling shouts dying out, behind me somewhere is the Denis Hurley Centre.

Unsure now how to make our next plan and it must be made soon we stumble past the mosque where the last few styrofoams of Ramadan briyani are being handed out, and Matshikiza flirts one away from the packing up staff and we sit on the pavement scooping with broken stryofoam scoops hot rice and chicken scraps into our not hungry mouths in service of out hungry stomachs, swapping with compatriots the street gossip of the day, trying to figure out a plan.

Limping now towards Percy Street, we meet up with Grant, he’s heard I have Suboxone and so we go with him to the strip-club he dances at, and sell the Suboxone half price to the owner’s son who has a son who is trying to get clean, in order to return to school.

And we walk up to the nymandawo, to the dealers who chase us with stones, and we buy caps and pieces and steel ourselves for the walk up to the church garden to smoke

The hill ahead of us, but we will not smoke until we are safe in the garden, away from sharing, we drag ourselves up hill wreathed in eddies of mynah call.

On the corner by Venice road, Iris and her detached retina, a wary lollipop ready with okapi.

Another corner, a blankness on the pavement, an absence of mummifying cat.

We collapse into the church garden, sweating and sticky with hints of burning plastic, coal smoke, lingering briyani, various detritus, breathing in the vinegar fumes of heroin running down the foil, we have enough not to dot. Soon we fade into the intimacy of opiate oblivion. Before she sleeps she says, “Iris is lucky, she has a farm to go back to.”

In the crisp cavern of the night, a warm incursion of hand shakes Matshikiza awake, he has business for her. As she stands some of the sticks and leaves have joined into the jetsam of her hair, the glow of the street light outlines the church vaguely. She has finished sharing for the day, and will not return.

Soon it is only my own warmth left in the nest.

The withdrawal will wake me in about three hours.

Reality is that, which when you stop believing in it, does not go away

 
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from 3c0

It’s a time to be, and a time to share. To give a piece of yourself to your purpose. On this path, you must therefore let go of people and things that do not align with that purpose.

“Not all [blank]…,” he said.

You are in service of others. You feel and think deeply for others. If you cannot feel deeply about someone in your midst and that you cannot envision them as part of your purpose… then why venture forth. It’s time to say goodbye. It’s time to go.

“What do you secretly wish for?

Perhaps, this isn’t a question for me, but for him.

 
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from 下川友

10年ほど前から腰の不調があり、デスクワークがほとんどできなくなっていた。 痛いというよりは、むしろ気持ち悪い。 腰から来る不快感のようなもので、常に吐き気に近い感覚があった。

この、なんとなく気持ち悪いという感覚を医者に伝えても、うまく取り合ってもらえない。 感覚的な表現でしか説明できないものは、専門的に言語化されていないと理解されにくい。

会社の上司などを見ていても感じるが、努力不足だったり、正しい言語に正規化しないまま言葉を渡したりする事に対してやたら厳しい人がいる。 自分で努力するべきだ、という価値観を無自覚に押し付けてくる。 そして、その押し付けすら気づいていないように見える。

だから世の中は少し生きづらい。 感覚的なものをそのまま受け取ろうとしない人が富裕層に多すぎる。 結局、そういう人たちが作ったルールに従わざるを得ない。 中には甘えるなと言ってくる人もいる始末。

まあいい。

とにかく、腰がずっとつらかった。 回したり、ほぐしたりを繰り返しているうちに、ある時ふと腰の違和感が消えた。 しかし今度は、お尻や太ももに同じような気持ち悪さが出てきた。 やはり痛みではなく、不快感だ。

特に左側。 左の太ももあたりをほぐしていると、今度は左の脇に詰まるような感覚が出てくる。 左腕を横に伸ばすとどこかで引っかかる。 ただ不快なだけで、原因の場所が特定できない。

そんなことを繰り返しながら、たまに普段しない動きをしたときに、偶然その原因に当たることがある。 その時は、そこを重点的にほぐす。

昨日はお尻の下に硬さを見つけて、そこを退治した。 ただ、まだ脇の詰まりと首まわりの違和感は残っている。

良い整体師の見つけ方も分からない。 自分にとってまだこの世界はまだ全然優しくない。

 
もっと読む…

from ThruxBets

3.45 Ripon Yorkshire’s Garden Racecourse kicks off it’s 2026 season today and in 3.45, Tim Easterby has won the race twice since 2019. His MISTER SOX seems to have a really solid each way chance here ticking plenty of boxes; 7/2/4p at the course, goes well fresh, ground and trip ideal, 4/2/3p in April and is 16/6/10p on an undulating course like Ripon. From what I can make out there should be plenty of pace for him to aim at and he should find this easier than recent assignments. The only real negative is his mark which ideally could do with being a couple of pounds lower, but he was half a length third off the same 79 he goes off today on his last run at the track in a class 2. Should be really competitive here.

MISTER SOX // 0.5pt E/W @ 17/2 5 places (Bet365) BOG

I also looked at the last race at Ripon and I couldn’t split the Harriet Bethell trained pair of Milteye and On The River here, as both have good chances. I’d also have given the old boy Garden Oasis, an each way chance here if it hadn’t been for the recent rain, but that has put me off. So just a watching brief in the race for me.

 
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from Ledger.com/Start®| Getting Started — Ledger Support™

Ledger.com/start – Your Complete Guide to Setting Up a Ledger Wallet Securely

What is Ledger.com/start?

Ledger.com/start is the official onboarding page provided by Ledger to help users safely set up their hardware wallets. Whether you're new to cryptocurrency or an experienced investor, this page ensures you follow the correct steps to protect your digital assets from theft, scams, and unauthorized access.

Using Ledger’s official setup process is crucial because it minimizes the risk of phishing attacks and ensures your device is genuine and uncompromised.

Why You Should Use Ledger.com/start

Setting up your crypto wallet through Ledger.com/start offers several advantages:

Official and secure setup instructions Protection against counterfeit devices Step-by-step guidance for beginners Direct access to Ledger Live software Enhanced asset security with hardware encryption

Skipping the official setup process can expose your funds to serious risks, so it’s always recommended to start here.

Step-by-Step Guide to Get Started 1. Visit Ledger.com/start

Go to the official setup page using your browser. Make sure the URL is correct to avoid phishing websites.

  1. Choose Your Ledger Device

Select your device model (such as Ledger Nano S Plus or Ledger Nano X) to receive tailored instructions.

  1. Download Ledger Live

Install Ledger Live, the official application used to manage your crypto assets, check balances, and install apps.

  1. Initialize Your Device Set up a secure PIN code Generate your recovery phrase Confirm your recovery phrase carefully

⚠️ Never share your recovery phrase with anyone.

  1. Add Crypto Accounts

Once your wallet is set up, you can add different cryptocurrency accounts and start managing your assets securely.

Key Security Tips for Ledger Users Always access the setup via Ledger.com/start Never enter your recovery phrase on any website Verify device authenticity during setup Keep your recovery phrase offline and safe Avoid third-party setup guides that ask for sensitive information Common Issues and How to Fix Them

Device not connecting? Try switching USB ports or using a different cable.

Ledger Live not installing? Ensure your system meets the minimum requirements and download only from the official source.

Forgot PIN? You can reset the device, but you’ll need your recovery phrase to restore access.

Benefits of Using a Ledger Hardware Wallet Offline storage (cold wallet security) Protection from malware and hackers Support for multiple cryptocurrencies Easy-to-use interface with Ledger Live Industry-leading encryption technology Final Thoughts

Using Ledger.com/start is the safest way to begin your journey with a Ledger hardware wallet. By following the official instructions, you ensure your crypto assets remain secure and under your control.

 
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from Attronarch's Athenaeum

For years I've been seeing mentions of Margaret St. Clair's Sign of the Labrys and The Shadow People. Both appear in the “Appendix N: Inspirational and Educational Reading” of the Dungeon Master's Guide, and both are relatively obscure. I was always attracted to their covers, but was unable to just walk to the local library and borrow them.

Something had gotten into me yesterday, and I decided to hunt both down—in their ebook form. I am quite confident there was nothing special in the print version, besides beautiful covers that is, since they were plain small-sized paperback.

Few hours later, and I procured Sign of the Labrys (1963), The Dolphins of Altair (1967), The Shadow People (1969), and The Dancers of Noyo (1973) novels. According to St. Clair's Wikipedia page, the last three form some sort of loose trilogy. Their ebook covers are quite underwhelming so I downloaded the originals from the web instead.

I opened the Sign of the Labrys, “just to check it out,” read first few paragraphs, and realised I couldn't just put it down. I finished it in a couple of hours.

Mild spoilers ahead.

I greatly enjoyed the “implicit” writing style, atmosphere, and post-apocalyptic setting. Things are casually introduced without too much—or any—explanation, leaving it up to the reader to fill in the blanks.

The whole thing reads like an extended dungeon delve, with main character sometimes being alone, and sometimes allying with one or more individuals. Exploration is very focused on corridors, doors, chambers, and implied threat.

D&D tropes I noticed:

  • Character(s) travel down and up the tiered levels of a large subterranean complex.
  • It is explicit that deeper levels hold more resources than the upper levels but are also more dangerous.
  • Each level has “guardians” of various sorts.
  • Exploration is described by providing lengths of corridors, doors, and sizes of areas; almost reading like an example of play, and eerily similar to how I write in the session reports.
  • Secret doors and passageways that shortcut the dungeon levels or lead to secret areas with treasure.
  • Thematic dungeon levels: a workers' level, laboratory level, pleasure level, engine level, etc.
  • Factions: each level has at least one dominant faction, plus several smaller factions.
  • Spellcasting. Mostly illusory magic.
  • Main character levels up as he travels deeper. He also then has to spend time training to unlock new abilities.
  • There is a lot of resting.

Perhaps I read it too quickly, but I do not remember any single character that fits the description of hairy monster featured on the cover.

The novel didn't feel dated at all. In fact, a plague that make peoples' lungs fill with liquid, resulting them in choking to death, sounded very contemporary.

All in all, Sign of the Labrys was quite an enjoyable read. It was fascinating witnessing what might have contributed to Gary's view on dungeons and dungeon delving. I am very much looking forward to reading The Shadow People too.

#Reading #AppendixN #Fantasy #ScienceFiction

 
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from An Open Letter

I didn’t go to the gym today and so I spent four hours making a massive almost 6 foot tall elephant of cardboard as a decoration for my living room until I get furniture also that I can make this stupid fucking joke of the elephant in the room. To the two friends that I showed it to they lost their shit and thought it was the funny as fuck. And honestly I’m kind of just happy that I get to make things that are silly and stupid and I also cooked today, and it was a very super simple meal but it tasted delicious. It was also very cheap to me and I’m happy that I took the time to do it. A made fun of me and was pretty rude because the dish was not up to her standards, and I did voice how it was out of place for her to say the stuff that she did. She didn’t respond super great but whatever I don’t need her to respond in any kind of way.

I think cooking has started to become a little bit of an insecurity for me, because I’ve had a couple experiences now with female friends that grew up cooking that make fun of me for my inexperience. And it feels really unfair to me because growing up I didn’t even get the chance to cook or to do anything like that, because I was forced to do academics 24/7. A mentioned how she would cook with her family and that was a big bonding time for her and I’m really happy for her and I think it makes it exceptionally shitty to me to have it rubbed into my face how I didn’t have anyone to teach me this stuff. And so I understand that I’m really inexperienced and not super aware of a lot of things that might be common knowledge to someone else. And I understand that it might seem to someone else that I’m completely clueless and naïve, but it’s really hard to try to learn these things on your own without help. It’s one of those things where you don’t even know where to start and you don’t even know what you don’t know. I ruined so many nonstick pans because I was cleaning them wrong and that’s something that might seem super obvious in hindsight but how the fuck am I supposed to know that a pan is not supposed to be scrubbed? And I feel really defensive with stuff like this because I’ve encountered a lot of people that just cannot put themselves in the shoes of remembering what it was like to not know something. And this is something that I’ve noticed a lot as a double standard. For the things that I grew up knowing because that’s all I had as a child, I’ve been very conscious about the fact that not everyone had the same experience as I did and so it’s never someone’s fault for not knowing something when it was something they should’ve been taught. There’s no point in shaming them and it’s not fair to do that either I find. And I think everyone agrees with that philosophy until it comes to something they don’t consider it applicable to.

 
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from gry-skriver

I mars deltok jeg i en konkurranse hvor målet var å bruke kunstig intelligens for å løse oppgaver, NM i AI. Jeg og en venninne dannet lag og vårt mål var å lære. Resultatet ble deretter, vi havnet omtrent midt på rankingen. Det er ikke noe å skrive hjem om, men nå som det har gått en måneds tid siden jeg var med synes jeg fortsatt jeg lærte noen nyttige ting.

Oppgavene

Konkurransen bestod av tre oppgaver. Den første var levert av NorgesGruppen Data og handlet om å lage en modell som kunne kjenne igjen varer på hyllebilder fra butikker og klassifisere dem. Den andre var levert av Tripletex og handlet om å lage en agent som kunne håndtere oppgaver innen regnskap. Den tredje var an morsom oppgave levert av Astar Consulting (tror de stod for mesteparten av organiseringen). Oppgaven handlet om å lage prediksjoner for hvordan en verden, beskrevet av et pikselert kart med verdier som indikerte bebyggelse eller ikke osv, ville utvikle seg. Her har jeg notert noen av mine tanker rundt oppgaven levert av Tripletex.

Aldri mer skrive reiseregning for hånd?

Tripletexoppgaven var overraskende morsom til regnskap å være. Jeg hater, for eksempel, å levere reiseregninger. Med tilgang til Tripletex' API kan du lage en KI agent som klarer å levere reiseregning for deg bare med en kort beskrivelse av reisen og filer som inneholder kvitteringene. Hvert team fikk utdelt en Tripletex sandbox vi kunne teste agenten vår mot og det gikk overraskende greit å lage en agent som kunne det meste. Det eneste var at jeg måtte bruke den beste modellen fra Anthropic, Opus, for å få det til. Siden jeg var gjerrig (og med vilje ville prøve å få til å lage så billige løsninger som mulig) hadde jeg ikke spandert på meg selv en dyrere tilgang uten ratebegrensninger for Opus. Selv om min agent klarte oppgavene, bare den fikk nok tid, fungerte den dårlig i selve konkurransen fordi vi gikk til timeout før alt var gjennomført.

Billigere (og raskere) modeller

Jeg forsøkte meg på en blanding av modellene Sonnet og Opus hvor Sonnet tok seg av oppgaver i kategorier som var klassifisert som “enkle” og oppgaver av andre typer eller nye oppgaver vi ikke hadde møtt på før gikk til Opus. Dette fungerte ganske godt, men ga også timeout innimellom. Jeg prøvde så å bruke Claude Code til å overvåke loggene fra agenten og komme med forslag til forbedrede instruksjoner og prøve å gjøre instruksjonene så gode at til og med Haiku (raskere modell, men ikke like smart) kunne klare det. Resultatet ble fort at min regnskapsagents instruksjoner ble veldig tilpasset oppgavene i konkurransen og når jeg testet med en større variasjon av instruksjoner mot teamets sandbox feilet agenten brutalt. Haiku begynte å hallusinere endepunkter i APIen og lignende. Vi klarte ikke å lage en agent som både gjorde det bra i konkurransen og fungerte bra hvis vi utsatte den for en større variasjon av forespørsler.

Sikkerhet er krevende

En annen ting var at det var vanskelig å lage en virkelig nyttig agent uten at den også kunne overtales til gjøre sånne ting som å slette alle ansatte. Du vil jo at agenten skal ha tilganger nok til å gjøre alt du trenger at den gjør. Sikkerhet i et slikt system er ikke trivielt. Du kan antageligvis ikke bygge inn sikkerhet utelukkende i instruksjonene du gir din agent, men må ha ett lag i forkant av selve agenten som filtrerer vekk det som virker som skadelige prompts OG et lag mellom agenten og faktisk gjennomføring av forespørsler mot API som utelukker skadelige handlinger. Som å slette alt av bilag eller alle ansatte.

Leverandøravhengighet

I et produksjonsmiljø vil det nok være nærliggende å velge å bruke Opus, den dyreste og beste modellen fra Anthropic, eller tilsvarende fra en annen leverandør. I dag er nok tilgang til slike modeller underpriset sammenligned med hva det faktisk koster å vedlikeholde og videreutvikle slike ledende modeller. Likevel brukte laget vårt i overkant av 200 kroner på tokens en helg og da brukte vi mye Haiku og Sonnet, som er rimeligere. I dag bygger nok mange bedrifter tjenester basert å de beste modellene. Hva gjør man med tjenesten hvis leverandørene bestemmer seg for å sette opp prisen? Det var alt annet enn lett å bytte ut Opus med billigere alternativer. Jeg gjetter på at de største leverandørene fortsatt selger tilgang til en slags introduksjonspris og at den dagen mange nok har bygget opp avhengigheter, så vil prisen øke.

Du må nok skrive reiseregningen selv

Hvis vi, som hadde tilgang til en del gratis tokens (jeg hadde nettopp satt opp abonnement på Claude og hadde derfor noen gratis introduksjonstokens), brukte over 200 kroner på noen timer med forespørsler, hvor mye vil ikke det tilsvarende koste hvis en hel bedrift bruker det? Det skal godt gjøres å forsvare, økonomisk, å ha en agent som kanskje, kanskje ikke gjør som du vil heller enn å bare forvente at folk leverer sine egne reiseregninger. Hadde jeg vært sjef, så hadde jeg nok sagt at folk pent må laste ned den appen og taste inn de detaljene selv.

En smartere bruk

En smartere bruk kunne vært å utvikle en agent som hjelper regnskapsarbeidere utvikle, sammen med IT-folk, løsninger som automatiserer de mest tidkrevende oppgavene. Da utnytter du modeller som Opus' kapasitet til å finne fram til riktige API endepunkter og lignende på en måte som gjør det enklere å bygge inn sikkerhet og tilgangsstyring.

 
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from Tony's Little Logbook

Many things have happened since the previous new moon, planet-dwellers.

Someone in my chosen family told me: “Simplify your life. And then simplify again. Happiness follows.”

When I think about it, some things are best left unsaid and un-announced to the wider public. Everyone will be happier that way.

What news can I then bring you on this new lunar cycle, my fellow esteemed gaia-naut?

I know! Let me check the logs on my camera, (a beauty from the digital-camera manufacturers of the 2010s.)

snapshots

Note: the above has been edited with an app named Snapseed.

from another camera

tried a journal prompt: what I have learnt that I need in love

It's so strange that people around me, myself included, need a new useful language to advocate for what we really need. The language from my childhood environment is insufficient for my present-day circumstances.

To help me, I used a checklist from Dr. William Harley, Jr.'s book, titled “His Needs, Her Needs”. A striking sentence from that book is: affairs begin when someone in the marriage feels unfulfilled in their emotional needs, and looks elsewhere to fulfill those needs: co-workers, strangers and so on.

Dr. Harley, Jr. lists out ten different emotional needs in his book.

After working through some exercises, I have compiled a ranking of my top five emotional needs, out of the ten. In this particular order:

  1. Gestures of affection
  2. Recreational companionship
  3. Words of admiration
  4. Physical attractiveness of my partner (lest anonymous critics accuse me of sexism, I believe my partner would similarly love for me to look well-groomed and well-dressed.)
  5. Intimate conversations – about fears, vulnerabilities and future hopes.

I wonder, dear reader, if you and your partner discuss whether each of you are meeting each other's needs? For me, I realised it takes substantial effort to even figure out my emotional needs in the first place – with the caveat, of course, that my emotional needs may change as time passes.

bookshelf

  1. Sun City, by Tove Jansson.
  2. The insanity of God: A true story of faith resurrected, by Nik Ripken.
  3. Illustration now: Fashion, edited by Wiedemann and Heller.

resources

  1. “Affection, sex and the 10 emotional needs”. By: Mark Jala. Retrieved from Happy Marriage Coaching on 16 April 2026. Also on Internet Archive.
  2. Journal prompt cards, from Oliver Bonas, (which is the name of a chain of stores.)

#lunaticus

 
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from Douglas Vandergraph

Jesus began the day in quiet prayer at Steele Indian School Park while the sky was still more night than morning and the city had not yet fully remembered itself. The grass held the last of the dark. The water lay still and flat under the weak early light. The old buildings stood with that strange kind of silence that feels heavier than empty, as if memory itself had settled there and never fully moved on. He knelt near the edge of the path where the breeze moved through the trees in a soft and steady way. There was no audience. There was no performance in Him. He bowed His head and prayed with the kind of calm that made everything around Him feel less scattered. A woman in a faded blue sedan sat thirty yards away with the engine off and both hands locked around the steering wheel like she was trying to keep herself from coming apart. She had pulled into the park because she could not bear to go home yet, and because crying in a place with trees felt less humiliating than crying in a grocery store parking lot or at a red light where somebody could glance over and watch her break. Her name was Elena Ruiz, and she had spent so many years being the one who held everything together that she no longer knew what to do now that everything was slipping through her fingers anyway.

She had not planned to stop at the park. She had planned to drive straight back to the apartment near Thomas Road, change clothes, wake her father for his morning pills, and pretend for another day that they were still only a few hard weeks away from being okay. But when she found the pink notice tucked under her wiper in the lot behind the office building where she cleaned hallways at night, something in her finally gave way. It was not even the worst thing she had seen that week. The rent reminder folded on her kitchen counter was worse. The text from her daughter the night before had been worse. The call from her younger brother asking if she could spot him eighty dollars had been worse only because he had asked it with the same careless voice he always used, as if her life were still a place where money appeared when she needed it. Yet that pink notice had done something the other problems had not. It had taken all the things she had been trying to carry separately and stacked them into one undeniable truth. She was behind. She was tired. She was losing ground faster than she could make it back. Her father had started forgetting small things and then pretending he had not. Her daughter Sofía had grown quieter and sharper at the same time. Elena’s body ached in ways that sleep no longer fixed. She had driven until the streets widened and the city thinned around her and then she saw the park and pulled in because she did not trust herself to keep moving.

She watched Jesus before she knew why she was watching Him. At first He was only a figure at the edge of the path, kneeling alone in the weak dawn. There was nothing flashy about Him. He did not look like the kind of man people in her neighborhood would automatically move toward. He looked simple. Steady. Completely at ease in a world that made almost everyone else look rushed or guarded or tired. Elena brushed tears from under her eyes with the heel of her hand and told herself to get a grip. She was too old to be falling apart in parking lots before sunrise. She was too needed for this. She had a father at home whose pill organizer sat on the counter waiting for her. She had laundry in the back seat. She had a sink full of dishes. She had a daughter who had become impossible to read. When Jesus rose from prayer, He did not look around as if checking to see who had noticed. He simply stood and turned toward the path. An older man across the grass had dropped a plastic bag and two oranges rolled out toward the curb. Jesus crossed to him without hurry, bent down, picked them up, and listened while the man spoke. That should not have mattered. It was a small thing. Yet Elena felt the sting of tears again because lately nobody in her life seemed to have time for small things unless they were attached to a bill or a problem or a demand. She started the car, then turned it off again. Then she started it once more and finally backed out with a hard swallow, telling herself that whatever was rising in her was only exhaustion.

By the time she reached the apartment, the sun had started to color the edges of the buildings and the day had taken on the dry brightness that always made Phoenix feel more awake than she did. Her father, Luis, was already dressed when she walked in, though one sleeve of his button-up shirt was misbuttoned and his shoes were on the wrong feet. He sat at the small kitchen table with yesterday’s mail spread in front of him as if he had been studying it, but the look on his face told her he had mostly been staring through it. He had once been a man who could fix engines by sound and could tell you what was wrong with a room within ten seconds of stepping into it. Now he sometimes forgot the word for dishwasher. Sometimes he opened the freezer when he meant to use the bathroom. Most days he recovered quickly enough to make a joke. Some days he got angry first. Elena moved toward him without mentioning the shoes because there was a right way to help him and a wrong way, and the wrong way could turn the whole morning into a wound neither of them knew how to close. Sofía was asleep on the couch with one arm across her face, still in black work clothes from the night before. Her eyeliner had smudged beneath her eyes. Her shoes were on the floor, one near the coffee table and one halfway under the lamp. Elena looked at her daughter for a moment and felt that old mixture of tenderness and helpless frustration. Sofía was nineteen. She was smart. She had once laughed easily. Lately she moved through the apartment like every question from her mother was an accusation.

Luis looked up when Elena reached for the coffee pot. “You’re late,” he said, though he said it without force, as if the sentence had arrived before the feeling behind it. Elena glanced at the microwave clock and almost corrected him, then stopped herself. “Traffic,” she said instead. “Did you eat?” He nodded once. Then he frowned at the table and lifted one of the envelopes. “This from the power company?” he asked. The fact that he had to ask made something inside her tighten. He had always been the one who sorted papers, paid bills, balanced the world with a pencil and a pad and a kind of plain competence that made fear feel unnecessary. Elena took the envelope from him and set it aside. “I’ll handle it,” she said. He did not like those words anymore. She could see it in the way his mouth moved. He did not want his daughter handling things for him. He did not want her speaking gently to him as if he might bruise. He did not want the world narrowing one forgotten word at a time. From the couch, Sofía spoke without opening her eyes. “Everything in this house is ‘I’ll handle it,’” she muttered. “That’s not actually handling it.” Elena turned too fast. The exhaustion in her body made her temper feel closer to the surface than usual. “You got in after two,” she said. “I’m not doing this right now.” Sofía sat up, pushed her hair back, and looked at her with that blank hard stare that had become her shield. “No, of course not,” she said. “We never do.”

Elena had planned to sleep for an hour after breakfast, but by eight-thirty she was back in the car with Luis beside her because the apartment felt too tight and because the forms she needed for rental assistance were easier to print at Burton Barr Central Library than from her phone. She told Sofía where she was going. Sofía nodded without really listening and said she had to be downtown later. Elena wanted to ask where exactly. She wanted to ask whether classes mattered to her anymore. She wanted to ask who she had been with the night before. Instead she said, “Don’t forget to eat something,” and hated the way the sentence sounded thin and powerless the moment it left her mouth. The drive south was mostly quiet. Luis kept touching his shirt pocket, then the dashboard, then his pocket again. Elena noticed it by the second stoplight. “What are you looking for?” she asked. He hesitated, which told her he had known the answer a minute ago and now did not. “Nothing,” he said. Then after a pause, “My wallet.” Elena exhaled slowly. “It’s in your back pocket,” she said, keeping her voice light. He reached back, found it, and looked out the window without another word. Shame had a way of entering a car and taking up all the room. It sat between people without sound. It made every kindness feel dangerous.

The library had the kind of clean quiet that could either settle a person or expose them. Elena never knew which way it would go. Burton Barr always felt larger on the inside than the building looked from the street. The light came down in long bright stretches, and the people moving through it seemed to carry whole private worlds no one else could see. A man in construction boots slept in a chair near the entrance with his lunch cooler between his feet. A woman with a toddler balanced a stack of children’s books against her hip while fishing in her purse for a library card. Two teenagers argued softly over a phone charger. Elena guided Luis toward a bank of computers and signed them in, then sat at the screen with the folder from home tucked under her arm. She had brought every paper she thought she might need. Pay stubs. Her lease. The utility notice. Her ID. Luis’s medication summary from the clinic. The neatness of it almost mocked her. She had the paperwork of a responsible person and the life of someone one bad month away from collapse. Luis wandered toward a display of local history books while she opened forms and filled blank spaces with fingers that felt clumsy and too large. Household income. Number of dependents. Current balance due. Reason for hardship. That one stopped her. She stared at the blinking cursor. There were too many reasons, and somehow writing any of them down made them feel both smaller and more humiliating.

When she finally rose to find the printer, she saw Jesus standing near the far end of the room beside her father. Luis had one hand resting on the back of a chair, and there was a look on his face Elena had not seen in weeks. It was not happiness. It was not exactly relief. It was the look of a man who had been bracing for laughter and had instead found gentleness. She moved toward them quickly, unsure whether to apologize or protect or explain. Jesus turned before she spoke, as if He had known she was there the whole time. Up close, His calm did not feel distant. It felt attentive. Fully here. Fully with the person in front of Him. Luis tapped the front pocket of his shirt and said, “I thought I’d lost the card with my prescription list.” He held up a folded paper. “I had it the whole time.” Elena looked from the paper to her father’s face. The edge in him had gone soft. Jesus said, “Sometimes fear makes us think something is gone before it is.” It was a simple sentence. Elena should have let it pass as one more kind stranger offering one more harmless observation. Instead she felt the words settle somewhere deeper than they should have. Because that was exactly how the last few months had felt. As if she had started declaring parts of her life dead before she had even stopped to see what was still there. As if panic had become the lens through which she viewed every unopened envelope, every short reply from her daughter, every quiet lapse in her father’s memory.

Luis, who usually distrusted men he had not measured for himself, asked Jesus if He came to the library often. Jesus smiled in a way that made the question feel welcome rather than small. “I go where people are trying to carry more than they can name,” He said. Luis gave a short breath that almost became a laugh. “Then you picked the right building.” Elena should have interrupted. She should have thanked Him and moved on. She still had forms to print. She still had an afternoon to survive. Yet she stood there feeling oddly seen and unprotected at the same time. Jesus looked at her then, not at her folder or the lines of fatigue beneath her eyes, but at her. “You have not rested in a long time,” He said. She almost told Him that was none of His business. The answer rose hot and ready in her throat. But something about His tone made defensiveness feel childish. He was not intruding. He was naming what was already true. Elena lifted one shoulder. “People don’t always get to rest,” she said. “Some people have to keep things moving.” It was the kind of answer she gave everyone. It had become her way of ending conversations before anybody could step into the places she kept hidden. Jesus did not argue with her. He simply said, “Keeping things moving is not the same as being held.”

That sentence followed her back to the computer and would not leave her alone. Keeping things moving is not the same as being held. Elena printed the forms, then reread them twice because suddenly the whole process made her feel exposed. She hated asking for help from systems built by strangers. She hated the language of need. She hated the way forms reduced a life to numbers and categories and boxes that did not care how hard she had worked to avoid this very moment. A library staff member wearing a purple lanyard stepped over and asked if she needed community resources. Elena nearly said no out of reflex, but the woman’s face was kind and practical and carried none of the pity Elena feared most. She mentioned food assistance, rental programs, and a legal clinic that came twice a month. Then she said, “If you need groceries before anything else comes through, St. Mary’s can help today.” Elena nodded as if she were only taking in information for someone else. She folded the handout and slid it into her folder without looking at it. Food assistance was for people in emergency. For people at the bottom. For people who had run out. Yet even while the thoughts moved through her, she knew they were lies she had inherited from pride and fear. Her refrigerator was not empty, but it was thinning in that unmistakable way. Eggs. A half onion. Tortillas. One yogurt. A jar of salsa. Rice. Her father needed better than that. So did Sofía, whether she acted like the apartment no longer mattered to her or not.

Luis asked if they could sit for a few minutes before leaving. Elena agreed, mostly because the room had begun to feel too bright. They found seats near a window where the city shimmered beyond the glass in sheets of white heat. For a while neither of them spoke. Then Luis said, “I forgot your mother’s birthday last month.” Elena turned toward him slowly. He had not told her that before. Her mother had been gone three years, and the grief had shifted shape but never really loosened its grip. “It came to me later that night,” he said. “I sat there thinking I had missed something. Then I knew what it was and I could not fix it.” Elena swallowed hard. Her father kept his eyes on his hands. “When your mother was alive,” he said, “I was the one who remembered. All the dates. All the appointments. I knew when the tires needed air. I knew who needed a ride. I knew how to keep things straight. Now I stand in the kitchen and look at a spoon and for a second I don’t know why I’m holding it.” Elena reached for his hand, and he let her, which was its own kind of heartbreak. “You’re still here,” she said. He nodded but did not look convinced. “That’s what people say when they want to be kind,” he answered. “It isn’t the same as being who you were.” Jesus, who had somehow crossed the room without Elena noticing, stopped near them with the quiet ease of someone entering holy ground. He looked at Luis and said, “You are not less loved because you are frightened by what is changing.” Then He looked at Elena and added, “And you are not stronger because you refuse to admit you are frightened too.”

Elena almost laughed, but it would not have been a real laugh. It would have been the laugh a person gives when they are too close to crying in public and need some other sound to come out instead. She stood too quickly and said they should go. On the way out, the folded handout inside her folder seemed heavier than the papers themselves. Outside, the light had sharpened and the sidewalk held that dry midday glare Phoenix wore like a challenge. Luis asked whether they were heading home. Elena heard herself say no before she had fully decided. “We’re making one more stop,” she told him. He did not ask where, though she suspected he knew from the tightness in her voice that whatever answer she would have given would have embarrassed her. She drove west with the air conditioner pushing against the heat and with the silence in the car deepening into something more honest than the earlier shame. There were moments in life when you could feel yourself crossing a line you never meant to approach. Not because disaster had exploded, but because a quiet truth had finally become too large to step around. Elena had always believed she could work her way clear of trouble if she moved fast enough and gave up enough sleep. That belief had carried her a long time. It had also become its own prison. At a stoplight she pressed her thumb into the center of the steering wheel and fought the urge to turn around. “We don’t have to,” Luis said softly, still looking out the window. Elena did not ask how he knew. “Yes,” she said after a moment. “We do.”

St. Mary’s Food Bank did not look the way shame had described it in her head. It was orderly. Busy. Human. People stood in line with strollers, with folding carts, with toddlers clinging to knees, with work boots dusty from a job site, with office clothes still neat enough to suggest they had come on a break and hoped nobody they knew would see them. That hurt Elena more than it helped because it forced her to admit how wrongly she had imagined need. Need did not announce itself with one face. It did not live only in lives that had gone completely off the rails. It moved quietly into ordinary houses and sat down at ordinary tables and began taking things one paycheck at a time. She parked and sat without unbuckling. Luis waited beside her. He did not rush her. He was proud enough to understand what pride cost. Finally Elena got out, smoothed the front of her shirt, and took the folder with her as if documentation could somehow defend her dignity. The line moved slowly under the hard white afternoon. Somewhere near the front a baby cried with the exhausted full-body cry that comes just before sleep. A volunteer handed bottled water to people waiting. Elena took one and thanked the woman in a voice that sounded unfamiliar to her own ears.

About ten minutes later she heard somebody say her name with the hesitant tone of a person who is not sure they want to be recognized. She turned and saw her brother Nico three places over, wearing an orange volunteer shirt and carrying flattened cardboard boxes toward a side bin. He had lost weight since she had last seen him, though in his case that only made the strain in his face easier to read. Nico was thirty-seven and had spent most of his adult life living as if consequences were weather systems that formed only over other people’s houses. He had charm when he wanted something. He had apologies when charm failed. He had plans every January and excuses every March. Elena loved him in the stubborn way family often forces love to work, but she had run out of belief in his promises a long time ago. Seeing him there hit her in two directions at once. Part of her wanted to turn away because standing in that line already felt like enough exposure for one day. Another part of her could not ignore the simple fact that he looked ashamed to be seen. He set the cardboard down and came toward her with the awkwardness of someone approaching a bruise. “Court stuff,” he said before she could ask. “Community service. It’s not permanent.” Elena almost told him she had not asked for an explanation. Then she looked at his face and saw that he was not trying to get ahead of judgment this time. He was trying to survive it. “How long?” she asked. “Three weekends,” he said. “And maybe longer if I keep coming.” Luis gave him a nod. Nico returned it with surprising gentleness.

They did not have time for a full conversation because the line kept moving, but a few hard things can surface quickly when people are no longer strong enough to keep acting. Nico glanced at the folder under Elena’s arm, then at the line, and something in him shifted. “You okay?” he asked, and for once there was no foolishness under the question. Elena looked away. “I’m managing.” Nico winced a little at that word, which told her he knew exactly how false it had become. “Sofía’s been picking up shifts at The Duce,” he said after a pause. “You know that, right?” Elena stared at him. “She told me she was covering here and there.” Nico rubbed his jaw. “It’s more than here and there.” He lowered his voice. “I saw her outside a couple nights ago. She looked wrecked. Said not to tell you.” Elena felt the heat change around her. Not because the sun had shifted, but because something inside her had. “Why would she tell you and not me?” Nico gave a tired half smile. “Because I’m the family disappointment. People say things around me they won’t say around the person still trying to keep the walls up.” That should have irritated her. Instead it landed with painful accuracy. She thought of Sofía on the couch that morning, shoes on the floor, face turned away. She thought of all the questions she had asked lately that were really accusations with softer wording. She thought of how often fear made love sound like control.

Jesus was there again before Elena had decided what to do with this new ache. She had not seen Him arrive. He was simply beside them, one hand resting lightly on the handle of an empty cart, as if He had always been part of the line. Nico looked at Him with quick curiosity, then with the wary respect people sometimes feel around someone who seems to know them before introductions. Jesus said to Elena, “Not every silence in your daughter is rebellion. Some of it is pain she does not know how to bring to you without feeling judged or becoming a burden.” Elena opened her mouth to defend herself and found that nothing honest came easily. She loved her daughter. She had worked through fevers for her daughter. She had gone without new shoes for years for her daughter. Yet love by itself did not mean Sofía felt safe with her. That realization hurt in a place deeper than pride. Nico looked down at the concrete. “That’s true,” he said quietly. “She’s been scared for a while.” Elena turned to him too quickly. “Scared of what?” Nico hesitated, and in that hesitation she heard enough to know there was more waiting for her than she was ready to hear. The line moved again. A volunteer waved them forward. Luis touched Elena’s elbow, not to hurry her but to steady her. She walked on because there was nothing else to do. Sometimes grace does not arrive by removing humiliation. Sometimes it arrives by keeping a person standing while they walk through it.

When they came back to the car with boxes in the trunk and a few extra bags tucked at Luis’s feet, the day had tilted toward afternoon. Elena leaned against the door with both eyes closed. She was grateful. She hated that she was grateful. She felt lighter and rawer at the same time. Nico stood a few feet away, hands in the pockets of his volunteer pants, as if unsure whether he had earned the right to stay near them. “I can meet you downtown after I’m done here,” he said. “At The Duce. If you want.” Elena opened her eyes. “Why would I need to meet you there?” Nico looked at the pavement before answering. “Because Sofía’s not just working extra. Something happened with school. And I think she’s trying to outrun it.” Elena’s stomach tightened. She thought of tuition notices. Missed assignments. Quiet panic. The way Sofía had begun sleeping with her phone under the pillow. The way she snapped whenever Elena asked about classes. Jesus stood near the front of the car with the late light on His face, and in that moment He did not look severe or distant or dramatic. He looked like the only steady thing in a city full of people trying not to drown where others could see. “Go to her,” He said. “But do not go armed for a fight. Go ready to hear what her fear has been saying when her mouth could not.” Elena drew in a shaky breath. She wanted to ask how she was supposed to do that when her own fear was screaming just as loudly. She wanted instructions. A script. A guarantee that one right conversation could restore what months of strain had thinned. Instead all she had was the look in His eyes, which carried neither pressure nor doubt. Luis eased himself into the passenger seat. Nico stepped back. Elena got behind the wheel and gripped it the way she had at dawn, except now she knew that whatever was waiting in downtown Phoenix would not be answered by pretending she was still the unbreakable one. She started the engine, pulled out into the traffic, and drove toward The Duce with Jesus moving beside the wreckage of her day as calmly as if none of it was beyond redemption.

Traffic thickened as she moved south and east through downtown, and the city took on that late-afternoon look that always made Phoenix feel both exposed and full of hiding places at the same time. Heat rose from the streets in waves. Light flashed off windows. Men in work shirts crossed against the signal with paper cups in their hands. A woman pushed a stroller past a bus stop while talking into a phone with the tired sharpness of someone handling too much before dinner. Elena drove with one hand tight on the wheel and one hand resting uselessly on the folder in the passenger seat as if papers could do something here too. Luis stayed quiet beside her, though once he reached over and touched the edge of the food bank receipt sitting near the cup holder. He did not say that he hated being a man who rode home with donated groceries at his feet. He did not have to. The whole day had been full of things nobody wanted to name because naming them made them feel too solid. Nico followed in his own car after his shift ended, and the knowledge that her brother was behind her somewhere in traffic felt strange. He had been one of the least dependable people in her life for so long that having him near her on a hard day felt like watching a familiar street show a different face in different light.

By the time she parked near The Duce, the place was alive with its usual mix of noise and motion. People drifted in and out of the old warehouse space with drinks, laughter, tired postures, and the kind of faces that said they had come looking for one night off from themselves. Elena had only been there once years ago for somebody’s birthday, and even then she had never felt fully at ease in places where everybody seemed determined to prove they were having a good time. Now the whole setting pressed against her nerves. Music leaked through the open space. A few people stood near the entrance looking relaxed in ways she could not imagine feeling. Nico met her by the car and glanced toward the building. “She’s probably in back or near the side entrance,” he said. “Sometimes she takes her break out there.” Elena looked at him hard. “What happened with school?” Nico rubbed the back of his neck and looked older than she usually let herself notice. “She withdrew,” he said. “I don’t know every detail. I just know she was trying to keep it from you. She said she was gonna get through the semester somehow, but I think it got away from her.” Elena felt the ground inside her shift. She had suspected struggle. She had not let herself imagine collapse. “How long have you known?” she asked. Nico gave a tired shrug that carried shame in it. “A few weeks. She made me swear not to say anything.” Elena turned away before she said something cruel. Anger comes easily when pain arrives wearing the face of secrecy. It wants a target before it wants truth.

Jesus stood near the side wall under a sliver of shade as if He had always belonged there too. The noise of the place did not touch Him. The pressure of the day did not rush Him. He watched Elena the way a doctor might watch a patient reaching for a wound that has finally opened. “If you walk in there trying to recover your pride,” He said, “you will lose your daughter for the rest of the evening. If you walk in ready to understand her fear, you may finally hear her.” Elena shut her eyes for one second because she knew He was right and hated it. She had not spent the drive preparing to understand. She had spent it collecting hurts. She had spent it building the case she might make against Sofía without even meaning to. The hidden shifts. The withdrawal from school. The distance. The way her daughter had forced Elena to hear hard things from everybody else first. Luis got slowly out of the car and closed the passenger door with both hands. He looked at Jesus and then at Elena. “Your mother used to say that when people are ashamed they lie badly and hide poorly,” he said. “It doesn’t always mean they don’t love you.” Elena swallowed hard. Her father had not quoted her mother in weeks. The fact that he remembered that now felt like mercy breaking through a wall in a place she had stopped expecting it.

They found Sofía near the back by a service door with an apron tied loosely over black jeans and a phone in her hand. She was sitting on an overturned crate with one knee up and one foot tapping the concrete, staring at something on the screen so intensely that she did not see them at first. When she did, her whole body changed. Elena saw it happen before any words were spoken. Her daughter’s shoulders locked. Her mouth set hard. Her eyes narrowed not with anger first, but with the panic of a person whose private damage has just been discovered in public. “What are you doing here?” Sofía asked, getting to her feet too fast. Elena almost answered with the full weight of what she felt. She almost said, That depends on why you’ve been lying to me. She almost said, I had to find out from your uncle. She almost said, After everything I’m carrying, this is what you do. But Jesus’ words were still in her. Go ready to hear what her fear has been saying. Elena took a breath that felt thin and said, “I came because I need to talk to you.” Sofía laughed once, but there was no humor in it. “Now?” she said. “At work? That’s great.” Nico stayed back. Luis rested one hand against the car beside him. Jesus stood a few steps away, not forcing Himself into the center and yet somehow remaining there.

Sofía crossed her arms and waited, but Elena could see that she was already bracing for attack. That hurt more than the lies had. A child only learns to brace like that when home has stopped feeling like a place where hard truth can arrive without explosion. Elena felt the sharp sting of that realization and had to steady herself against it before speaking. “I know about school,” she said. The words were simple, but the effect was immediate. Sofía looked past her mother toward Nico, then back again, and the betrayal in her face turned quickly into fury because fury is easier to carry than humiliation. “Of course you do,” she said. “Why would anybody tell me my own life belongs to me?” Elena should have flinched. Instead she heard the wound under the sentence. “I’m not here to trap you,” she said. “I’m here because I should have known you were drowning.” Sofía’s face changed again. The hardness did not vanish, but it lost some of its edge. “You were busy,” she said, and that sentence entered Elena more painfully than shouting would have. Busy. It was true. She had been busy keeping food in the house, sorting Luis’s appointments, working nights, staring down bills, answering texts, doing laundry, fixing small things before they became large things. She had also been busy telling herself that surviving the week was the same as staying close to the people she loved.

Sofía looked away toward the alley, where heat still pressed off the pavement and the noise from inside the building rose and fell behind them. “I didn’t withdraw because I’m lazy,” she said in a lower voice. “I know you probably think that.” Elena started to interrupt, but Jesus’ presence held her still. Sofía kept going before she lost the nerve. “I missed one class because Grandpa had that bad morning and you were asleep after work. Then I got behind. Then I tried to catch up. Then I started having panic attacks every time I opened the course site. Then one of my professors emailed asking if everything was okay, and I couldn’t even answer because I felt stupid. Then I bombed a presentation because I couldn’t breathe and everybody stared at me like I was losing my mind. Then it was too late.” Her voice cracked on the last three words, and she hated that it did. Elena could see it. Sofía pressed her lips together and looked down at her hands. “I thought maybe I could keep the job and save some money and go back later and tell you once I had a plan.” Elena heard every missed chance in the space between them. Every moment she had asked, “How’s school?” while looking at the sink or folding towels or scanning unpaid bills instead of looking into her daughter’s face. Every time Sofía had said, “Fine,” and Elena had accepted it because the truth sounded too large to handle that day.

“You should have told me,” Elena said, but gently this time, and even she could hear that the sentence carried sorrow more than blame. Sofía gave a small bitter shake of the head. “And said what?” she asked. “Hey Mom, I know you’re holding up the whole house and taking Grandpa to appointments and trying not to get evicted, but good news, I’m falling apart too?” Elena opened her mouth and then closed it because this was the real confession, not the withdrawal form. Sofía had not hidden things because she did not care. She had hidden them because she could see her mother’s exhaustion and had mistaken that exhaustion for inability to hold anything else. She had decided silence was kindness. A terrible kindness. A lonely kindness. One that left her stranded inside her own fear. Jesus stepped nearer then and spoke so calmly that the noise behind them seemed to thin around His words. “Children often begin carrying secret weight when they stop believing there is room for their pain in the house,” He said. Sofía’s eyes filled, and Elena felt her own. “I never wanted that,” Elena whispered. “I know,” Jesus said. “But love can still grow sharp when it is frightened long enough.”

For a while nobody moved. Cars rolled past on the street beyond the lot. Somebody inside laughed too loudly. A kitchen door swung open and shut. The ordinary world kept going while a family stood in an alley and faced what had been fraying in silence for months. Nico looked wrecked by it too. He leaned against the wall with both hands in his pockets and stared at the ground like a man who had no business offering wisdom and yet was about to try anyway. “We all do this,” he said quietly. “We all act like the family only gets one person who’s allowed to need help at a time.” Elena turned toward him. It was such a true thing that she felt it more than thought it. Luis nodded once, slowly, with a sadness that seemed to reach back through years. “Your mother carried things she never told me either,” he said. “By the time I understood, she had been alone in them longer than I knew.” He looked at Sofía then with watery eyes and an expression so tender it nearly undid Elena. “Don’t make the house quieter than it already is,” he said. “Silence can eat a family.” Sofía covered her mouth with one hand and looked away because some truths are too sharp to take head-on.

A young woman with a stack of towels under her arm opened the back door, saw the faces in the alley, and immediately slowed. She was around Sofía’s age, maybe a little older, with a tattoo disappearing under one sleeve and the careful expression of somebody who had seen enough pain in public to know when to step lightly. “You okay?” she asked Sofía. The question was simple, but it held no performance. Sofía gave the automatic answer first. “Yeah.” Then she looked at the woman again and shook her head. “No. Not really.” The woman shifted the towels against her hip. “You want me to cover ten more minutes?” she asked. Sofía nodded. The woman said, “Done,” and slipped back inside. It was such a small act. Yet Elena felt it deeply because all day Jesus had been showing her this same truth in different forms. Help does not always arrive grandly. Sometimes it enters by way of an older man with dropped oranges, a library worker with a resource sheet, a volunteer handing out water, a brother telling the truth at last, a coworker covering ten more minutes. Pride always imagines rescue has to look dramatic before it counts. Grace almost never agrees.

Elena sat down on the low curb by the wall because her legs had started to feel unreliable. Sofía remained standing for a second, then finally sat too, leaving a careful little distance between them. It was not rejection. It was uncertainty. It was the distance of two people who loved each other and had both grown used to speaking around the real thing. Elena looked at her daughter’s profile and suddenly saw not just the young woman in work clothes, but the child who used to fall asleep in the back seat after church, the teenager who once cried in the bathroom before a school performance and let Elena hold her face in both hands, the girl who had once believed her mother could answer anything. “I’m sorry,” Elena said. She did not rush the words. She did not bury them under explanation. “I’m sorry I got so locked into surviving that you started thinking your pain had to wait its turn.” Sofía stared straight ahead for a long moment. Then she said, “I’m sorry I lied.” Another pause. “And I’m sorry I started looking at you like you were the enemy every time you asked me a question.” Elena gave a sad little breath. “Half the time I was asking like a cop, not a mother.” That pulled the smallest almost-smile from Sofía, and because it came through tears, it felt more valuable than a full easy laugh would have.

Jesus lowered Himself to sit on the curb a few feet away as if He had all the time in the world and as if no one there needed to earn the right to have Him stay. “Truth can reopen a home,” He said. “But only if the truth is met with mercy.” Elena looked at Him. “I don’t know how to fix all of this,” she admitted. “I can’t fix rent and school and my father’s mind and whatever else is still coming.” Jesus nodded once. “No,” He said. “You cannot fix a whole life in one afternoon. But you can stop making people hide from you while they are hurting. That is where healing begins.” Sofía wiped under one eye with the back of her wrist. “What if I already messed too much up?” she asked. Jesus turned to her. “Then you begin from the truth instead of from performance,” He said. “Many people lose years trying to look unbroken.” Nico laughed softly at that, but there was pain in it. “That sounds familiar,” he said. Jesus looked toward him too. “It should.” Nico dropped his eyes. For perhaps the first time Elena saw her brother not as the family problem, but as another frightened person who had spent years trying to outrun his own shame through charm, noise, and motion. The thought did not erase damage. It did soften the old hard categories in her mind.

They stayed there longer than Elena expected. The sun lowered enough to take some of the cruelty out of the light. Sofía told them about the first panic attack, the one that happened in a campus bathroom when she realized she could not finish an assignment because she had not really slept in two days. She told them about sitting on the floor with her back against the stall door and hating herself for being dramatic while her heart pounded so hard she thought she might pass out. She told them about deleting draft emails to professors because every version made her sound weak. Elena listened without interrupting. It was harder than she expected because mothers often mistake restraint for passivity, but she was beginning to understand that listening without rushing to correct or solve can be its own form of love. Luis said little, though once he reached out and touched Sofía’s shoulder with trembling fingers and said, “I’m sorry for the mornings you had to see me confused.” Sofía took his hand and held it against her arm. “I never minded helping Grandpa,” she said. “I just got scared that if I admitted I couldn’t do everything else too, I would be one more problem.” Elena closed her eyes for a moment because there it was again. The same lie wearing a different face. Every person in the family had begun protecting the others through silence, and the silence had nearly eaten them alive.

When Sofía had to go back inside, Elena asked if she could finish the shift and then meet them somewhere quieter. Sofía hesitated, then nodded. “Encanto Park?” she said. “I used to like it there.” Elena smiled sadly. “Me too.” Nico offered to pick up cheap takeout on the way, and for once Elena did not tell him no before he had the chance to prove he might actually follow through. She and Luis drove slowly west while the city softened into evening. Jesus was with them again, though not in the way panic imagines rescue must happen. He did not take the wheel. He did not make every bill disappear. He did not announce that tomorrow would be easy. He simply remained. It is a great mercy when the presence of someone good steadies the air in a car where people have spent too many months breathing fear. Luis dozed for ten minutes with his head near the window. Elena drove past familiar streets with unfamiliar quiet in her chest. Not peace exactly. Peace was too strong a word for a day like this. But something had changed. The lies were no longer locked inside separate rooms. The truth was out now. Pain had names. Shame had been interrupted. That matters more than people realize. Many homes do not first heal when circumstances improve. They first heal when pretending loses its place of honor.

Encanto Park held the evening in a gentler way than the rest of the city. The water caught the last light in broken lines. Children called to each other near the path. An older couple walked slowly under the trees with their hands linked and their steps practiced to the same rhythm. Elena sat on a bench while Luis stared across the pond as if trying to remember some older version of his life that had once moved at a steadier pace. Nico came fifteen minutes later with paper bags that smelled of grilled meat and onions and warm tortillas. He looked faintly surprised at himself for having shown up on time. “I figured nobody needed another disappointment tonight,” he said, setting the food down. Elena looked at him for a long second and saw that he meant it. “Thank you,” she said. He nodded and sat on the far end of the bench like a man who still was not sure whether he belonged there. Sofía arrived after sunset had begun to deepen, carrying no apron now and no phone in her hand. She looked younger without the work face she had worn at the alley. She sat beside Elena, and this time she did not leave space between them.

They ate slowly and talked in the kind of uneven honest way families do when the ice first begins to break. Not beautifully. Not with sudden perfect insight. Nico admitted he was behind on his own rent too and had been too embarrassed to say it. Elena almost laughed at the absurdity of how much hidden fear had been living under one family name. Sofía said she wanted to talk to the college about coming back later instead of pretending the whole dream was dead. Luis, after losing the thread twice and finding it again, said he wanted Elena to stop treating rest like sin. “Your face always looks like you’re bracing,” he told her. “Even when you’re sitting down.” She smiled through tears because she knew he was right. Jesus listened more than He spoke now. It was as if once truth had entered the night, He was content to let it do some of its own work. At one point a little boy near the water tripped and began wailing, and before the boy’s father could reach him, Jesus was already there, crouching, brushing dirt from small scraped hands, calming him with a voice so gentle that the crying eased almost at once. The father thanked Him with the distracted gratitude of a tired parent. Jesus smiled, and then He was back with Elena’s family as if even small pains deserved full attention in His world.

Dark came slowly. The lights around the park glowed on one by one. The city beyond the trees still hummed, but from the bench it felt farther away than it really was. Elena found herself watching her family instead of just managing them. Sofía leaning forward with a taco in one hand and the other hand tucked under her leg. Luis chewing carefully and then suddenly telling a story from twenty years ago about a broken fan belt and laughing at his own punch line when he reached it. Nico sitting with his elbows on his knees, listening more than talking, which for him was nearly miraculous. They were not fixed. Not even close. There was still rent. There was still memory loss. There was still a semester that had collapsed and a thousand practical questions waiting for morning. Yet Elena could feel the difference between burden carried in hiding and burden carried in the open. The second one is still heavy. It is just no longer lonely in the same deadly way.

She turned toward Jesus when the others had drifted into a quieter conversation and said, “I spent so long believing that if I loosened my grip for one day, everything would fall apart.” Jesus looked out across the dark water before answering. “And what did your grip save?” He asked. Elena let the question sit. It was not cruel. It was honest. Her grip had kept some bills paid. It had gotten meals on the table. It had moved appointments and laundry and errands along. But it had not made her daughter feel safe enough to confess. It had not kept her father from fearing his own forgetfulness. It had not healed her brother. It had not let her sleep. Her grip had held motion together. It had not held hearts together. “I don’t know how to live open without feeling exposed,” she admitted. Jesus turned back to her. “Being held by God will always feel different from being in control,” He said. “One requires trust. The other only requires tension.” Elena felt that all through her body because tension she knew. Tension had become so normal she had mistaken it for strength.

Sofía, who had caught the end of the sentence, looked at her mother and said quietly, “You don’t have to tell me everything’s fine anymore.” Elena laughed once through tears. “That’s good,” she said. “Because it definitely isn’t.” That made all of them smile, even Luis, and the simple honesty of it felt holy in a way polished words rarely do. Nico said he could come by two mornings a week to help with Luis if Elena needed sleep after work. Elena began to refuse out of habit. Then she stopped herself. “Okay,” she said. Nico looked surprised and almost relieved to hear yes. Sofía said she would call the college this week. Not tomorrow in some dramatic vow. This week. The smaller promise felt truer. Elena believed it more because it was plain. Luis said he would let them label drawers and cabinets if it helped. Then he added, “But not in giant letters like I’m a tourist in my own kitchen.” That pulled a real laugh out of Sofía, and Elena held the sound in her chest like something fragile and bright.

When it grew late and the air began to cool just enough to remind the skin that evening had finally won, Jesus stood and looked toward the far edge of the park where the trees thickened into shadow. Elena knew without being told that He was going to pray again. The knowledge moved through her with a kind of tenderness she could not fully explain. The day had begun with Him in quiet prayer before anybody else had spoken. Now it was ending the same way, not because nothing painful had happened in between, but because prayer had held the whole day together from beneath. Jesus looked at Elena and then at the others. “Do not go back to performing strength for each other,” He said. “Tell the truth sooner. Ask for help sooner. Show mercy sooner. A home becomes lighter when shame is no longer running it.” Then He walked toward the darker side of the park, where the path bent near the water and the city noise dimmed under the trees.

Elena watched Him go. Nobody tried to stop Him. Some presences are too real to cling to in a grasping way. You receive them. You let them change the air. You let them teach you what kind of life you were never going to build by panic alone. Sofía slipped her hand into Elena’s, not like a child this time, but like someone choosing closeness after a season of distance. Luis stood carefully, leaning on Nico for balance, and Elena saw the strange beauty of that too. The brother she had never trusted was holding up the father who had once held them all. Grace does not erase history. It keeps writing anyway. They began walking back toward the parking lot slowly, together, carrying leftovers and paper bags and the ordinary untidiness of a family that still had problems and now also had truth. Elena looked back once more before reaching the path bend. Jesus was there at the edge of the trees, alone again, bowed in quiet prayer beneath the Phoenix night. The city still held its losses. So did the people in it. But He was there in the middle of it all, calm, grounded, present, carrying quiet authority into the dark, and for the first time in a long while Elena did not feel like everything depended on the force of her own exhausted hands.

On the drive home, nobody pretended the coming days would be simple. They talked in unfinished ways about schedules and calls and money and food and sleep. They left space when no one knew the right answer yet. That itself felt new. Elena parked at the apartment and sat for a moment before turning off the engine, listening to the small sounds of her family gathering their things. There would still be mornings when Luis forgot the word he wanted. There would still be bills she could not solve with one breath and one prayer. There would still be moments when Sofía’s fear rose fast and made her go quiet. There would still be old instincts in Elena that tried to pull her back toward sharpness and control. But tonight something real had been broken open. Not the family. The silence. And once silence loses its throne, love has room to begin speaking in a truer voice.

She carried the food into the kitchen with Sofía beside her and watched her daughter put away groceries without being asked. Nico stayed long enough to help Luis to bed and label the pill organizer for tomorrow morning. Elena almost stopped him on instinct, then let him do it. When the apartment finally quieted and the sink held only a few dishes instead of a mountain, she stood alone for a moment at the kitchen counter with both hands resting on the cool laminate. The day came back to her in flashes. The dawn at Steele Indian School Park. The forms at Burton Barr. The line at St. Mary’s. The alley beside The Duce. The bench at Encanto. Every place had held some small death of pride and some strange new beginning of mercy. She did not feel triumphant. She felt tired in a cleaner way. Less armored. Less alone. There is a kind of exhaustion that comes from hiding, and another kind that comes after truth. The second one hurts less because it can breathe.

Before going to bed, Elena looked in on Sofía, who was sitting cross-legged on the couch with a notebook open and no phone in sight. Neither of them made a speech of the moment. Elena simply asked, “Tea?” and Sofía nodded. That was enough for now. In Luis’s room, her father was already asleep with one hand above the blanket and his glasses on the nightstand where they belonged. Nico had left a note by the coffee maker that said, I’ll come by Tuesday morning. Don’t argue. Elena smiled in spite of herself. Then she turned off the kitchen light and stood in the dimness a second longer than she needed to. The apartment was still small. The worries were still real. Yet the air no longer felt sealed. Somewhere in the city, under a dark sky over streets full of weariness and need, Jesus had ended the day the same way He had begun it, in quiet prayer. And because of that, Elena went to bed believing not that life had suddenly become easy, but that God had entered the hardest parts of it without hesitation, and that sometimes the first real miracle in a home is not the removal of burden, but the end of hiding.

Your friend, Douglas Vandergraph

Watch Douglas Vandergraph inspiring faith-based videos on YouTube: https://www.youtube.com/@douglasvandergraph

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The promise was straightforward enough. Large language models, trained on the sum total of medical literature, would help emergency physicians triage patients faster, assist radiologists in catching what the human eye missed, and give overwhelmed clinicians a second opinion when the waiting room was full and the clock was running. The reality, according to a growing body of peer-reviewed research, is considerably more uncomfortable. The most capable AI systems available today do not simply reflect the biases embedded in their training data. They amplify them, sometimes dramatically, and they do so in clinical contexts where the consequences land on real human bodies.

In September 2025, a team of researchers led by Mahmud Omar and Eyal Klang at the Icahn School of Medicine at Mount Sinai posted a preprint on medRxiv that tested OpenAI's GPT-5 across 500 physician-validated emergency department vignettes. Each case was replayed 32 times, with the only variable being the sociodemographic label attached to the patient: Black, white, low-income, high-income, LGBTQIA+, unhoused, and so on. The clinical details remained identical. The model's recommendations did not.

GPT-5 showed no improvement in sociodemographic-linked decision variation compared with its predecessor, GPT-4o. On several measures, it was worse. The model assigned higher urgency and recommended less advanced testing for historically marginalised groups. Most striking was the mental health screening disparity: several LGBTQIA+ labels were flagged for mental health evaluation in 100 per cent of cases, compared with roughly 41 to 73 per cent for comparable demographic groups under GPT-4o. The clinical presentation was the same. The only thing that changed was who the patient was described as being.

This is not a theoretical problem. It is a design problem, a procurement problem, and increasingly a legal problem. And it raises a question that hospitals, insurers, and diagnostic tool developers have been remarkably slow to answer: if the most advanced AI model on the market still encodes the biases of the data it was trained on, what exactly are institutions assuming when they plug these systems into patient care?

The Evidence Is Not Subtle

The Mount Sinai findings did not emerge from a vacuum. They are the latest in a pattern of research that has been building for years, each study confirming what the last one suggested and what the next one will almost certainly reinforce.

The same research team published a broader companion study in Nature Medicine in 2025, evaluating nine large language models across more than 1.7 million model-generated outputs from 1,000 emergency department cases (500 real, 500 synthetic). Each case was presented in 32 variations, covering 31 sociodemographic groups plus a control, while clinical details were held constant. Cases labelled as Black, unhoused, or LGBTQIA+ were more frequently directed toward urgent care, invasive interventions, or mental health evaluations. Certain LGBTQIA+ subgroups were recommended mental health assessments approximately six to seven times more often than was clinically indicated. The bias was not confined to one model or one developer. It was a property of the category.

In 2024, Travis Zack and colleagues published a model evaluation study in The Lancet Digital Health examining GPT-4's behaviour across clinical applications including medical education, diagnostic reasoning, clinical plan generation, and subjective patient assessment. The results were damning. GPT-4 failed to model the demographic diversity of medical conditions, instead producing clinical vignettes that stereotyped demographic presentations. When generating differential diagnoses, the model was more likely to include diagnoses that stereotyped certain races, ethnicities, and genders. It exaggerated known demographic prevalence differences in 89 per cent of diseases tested. Assessment and treatment plans showed significant associations between demographic attributes and recommendations for more expensive procedures, as well as measurable differences in how patients were perceived. For 23 per cent of cases, GPT-4 produced significantly different patient perception responses based solely on gender or race and ethnicity.

The broader research landscape tells a consistent story. A systematic review published in 2025 in the International Journal for Equity in Health, encompassing 24 studies evaluating demographic disparities in medical large language models, found that 22 of those studies, or 91.7 per cent, identified biases. Gender bias was the most prevalent, reported in 15 of 16 studies examining it (93.7 per cent). Racial or ethnic biases appeared in 10 of 11 studies (90.9 per cent). These are not edge cases. They are the norm.

And the problem extends well beyond language models. In dermatology, AI models trained primarily on lighter skin tones have consistently shown lower diagnostic performance for lesions on darker skin. A 2025 study in the Journal of the European Academy of Dermatology and Venereology found that among 4,000 AI-generated dermatological images, only 10.2 per cent depicted dark skin, and just 15 per cent accurately represented the intended condition. Meanwhile, analyses of dermatology textbooks used to train both human clinicians and AI systems have shown that images of dark skin make up as little as 4 to 18 per cent of the total. A 2022 study published in Science Advances confirmed that AI diagnostic performance for dermatological conditions was measurably worse on darker skin tones, a disparity directly traceable to training data composition.

The consequences are not abstract. Individuals with darker skin tones who develop melanoma are more likely to present with advanced-stage disease and experience lower survival rates. An AI system that performs poorly on these patients does not merely fail a technical benchmark. It compounds an existing disparity. And a 2024 study from Northwestern University found that even when AI tools themselves were calibrated for fairness, the interaction between physicians and AI-assisted diagnosis actually widened the accuracy gap between patients with light and dark skin tones, suggesting that the problem cannot be solved at the algorithm level alone.

When Machines Hallucinate in the Emergency Room

Bias is not the only vulnerability. In August 2025, a study published in Communications Medicine, a Nature Portfolio journal, tested six leading large language models with 300 clinician-designed vignettes, each containing a single fabricated element: a fake lab value, a nonexistent sign, or an invented disease. The results were striking. The models repeated or elaborated on the planted error in up to 83 per cent of cases. A simple mitigation prompt halved the overall hallucination rate, from a mean of 66 per cent across all models to 44 per cent. For the best-performing model in the study, GPT-4o, rates declined from 53 per cent to 23 per cent. Temperature adjustments, often proposed as a fix for hallucination, offered no significant improvement. Shorter vignettes showed slightly higher odds of hallucination.

For GPT-5 specifically, the Mount Sinai preprint found that its unmitigated adversarial hallucination rate was higher than that observed for GPT-4o. The same mitigation technique achieved a lower rate than before, meaning the baseline risk was worse even as the ceiling for improvement was slightly better.

The clinical implications are severe. If a language model is deployed as a clinical decision support tool and a patient's record contains an erroneous data point, whether through transcription error, system glitch, or adversarial input, the model is more likely to incorporate that error into its reasoning than to flag it as anomalous. It will confabulate around the mistake, generating plausible-sounding but clinically dangerous recommendations. The model does not know what it does not know, and it cannot distinguish between a real lab result and a fabricated one.

This is not a bug that can be patched with a software update. It is a structural property of how these models process information. They are optimised to produce coherent, contextually appropriate text, not to distinguish between real clinical findings and fabricated ones. The distinction matters enormously when the output influences whether a patient receives a chest X-ray or is sent home.

Who Bears the Cost

The populations most affected by AI bias in healthcare are, with grim predictability, those who already face the greatest barriers to adequate care. Racial minorities, women, elderly patients, LGBTQIA+ individuals, people experiencing homelessness, and low-income populations appear repeatedly in the literature as groups for whom AI systems produce systematically different, and often inferior, clinical recommendations.

The Mount Sinai study found a clear socioeconomic gradient in testing recommendations. GPT-5 directed less advanced diagnostic testing toward lower-income groups, with a negative 7.0 per cent deviation for low-income patients and a negative 6.8 per cent deviation for middle-income patients, while high-income patients received a positive 2.2 per cent deviation. Same symptoms, different workups, determined entirely by a label the model should have been ignoring.

The pulse oximetry debacle offers a useful precedent for understanding how bias in medical technology compounds racial health disparities. Research published in the New England Journal of Medicine demonstrated that pulse oximeters systematically overestimated blood oxygen levels in Black patients, with the frequency of occult hypoxaemia that went undetected being three times greater among Black patients compared with white patients. During the COVID-19 pandemic, this meant Black patients were less likely to receive supplemental oxygen when they needed it. The FDA released new draft guidance in January 2025 with updated testing standards, recommending a minimum of 24 subjects from across the Monk Skin Tone scale for clinical studies. But the damage from years of deployment with known racial bias had already been done. As Health Affairs Forefront noted in January 2025, the imperative to develop cross-racial pulse oximeters was “overdue” by any reasonable measure.

The pattern is consistent: a technology is developed, tested primarily on populations that do not represent the full range of patients who will encounter it, deployed at scale, and then studied retrospectively when the harm becomes impossible to ignore. AI in healthcare is following this trajectory with remarkable fidelity.

Sepsis prediction offers another cautionary tale. Epic Systems deployed its widely used Epic Sepsis Model across hundreds of hospitals. When researchers at Michigan Medicine analysed roughly 38,500 hospitalisations, they found the algorithm missed two-thirds of sepsis patients and generated numerous false alerts. A 2025 study published in the American Journal of Bioethics highlighted that social determinants of health data, which disproportionately affect minority and low-income populations, were notoriously underrepresented in the electronic health record data used to train such models, with only 3 per cent of sentences in examined training datasets containing any mention of social determinants. The algorithm did not account for what it could not see, and what it could not see was shaped by who had historically been rendered invisible in medical data systems.

The Institutional Wager

When a hospital system integrates AI into its clinical workflows, it is making a bet. The bet is that the efficiency gains, the reduced clinician workload, and the potential for catching diagnoses that might otherwise be missed will outweigh the risks of systematic error. It is a bet that the tool will perform roughly as well for all patients, or at least that any disparities will be caught by the human clinicians who remain in the loop.

Both assumptions are questionable.

Epic Systems, which commands 42.3 per cent of the acute care electronic health record market in the United States with over 305 million patient records, has rolled out generative AI enhancements for clinical messaging, charting, and predictive modelling. By 2025, the company reported between 160 and 200 active AI projects, with over 150 AI features in development for 2026, including native AI-assisted charting tools, new AI assistants, and advanced predictive models. In February 2026, Epic launched AI Charting, an ambient scribe feature that listens to patient visits and automatically drafts clinical notes and orders. Oracle Health, following its acquisition of Cerner, debuted an entirely new AI-powered EHR in 2025, featuring a clinical AI agent that drafts documentation, proposes lab tests and follow-up visits, and automates coding. The agent is now live across more than 30 medical specialities and has reportedly reduced physician documentation time by nearly 30 per cent.

The efficiency argument is real. But efficiency and equity are not the same thing. When these systems produce different outputs based on demographic characteristics, as the peer-reviewed evidence consistently shows they do, the “human in the loop” defence becomes critical. It also becomes fragile. A clinician reviewing AI-generated notes under time pressure, in a system designed to reduce their workload, is not in an ideal position to catch the subtle ways in which the model's recommendations may have been shaped by the patient's race, gender, or income level rather than their clinical presentation.

The assumption that humans will catch AI errors is further undermined by automation bias, the well-documented tendency for people to defer to automated systems, particularly when those systems present their outputs with confidence and fluency. A November 2024 study examining pathology experts found that AI integration, while improving overall diagnostic performance, resulted in a 7 per cent automation bias rate where initially correct evaluations were overturned by erroneous AI advice. A separate study of gastroenterologists using AI tools found measurable deskilling over time: clinicians became less proficient at identifying polyps independently after a period of AI-assisted practice. A large language model does not hedge. It does not say “I am less certain about this recommendation because the patient is Black.” It produces a clean, authoritative-sounding clinical note, and the bias is invisible unless someone is specifically looking for it.

The Insurance Question

The integration of AI into healthcare is not limited to clinical decision-making. Insurers have been among the most aggressive adopters, and the consequences are already being litigated.

UnitedHealth Group, the largest health insurer in the United States, is facing a class-action lawsuit alleging that its AI tool, nH Predict, developed by its subsidiary naviHealth (acquired in 2020 for over one billion dollars), was used to systematically deny medically necessary coverage for post-acute care. The plaintiffs, who include Medicare Advantage policyholders, allege that the algorithm superseded physician judgment and had a 90 per cent error rate, meaning nine of ten appealed denials were ultimately reversed.

In February 2025, a federal court denied UnitedHealth's motion to dismiss, allowing breach of contract and good faith claims to proceed. The court noted that the case turned on whether UnitedHealth had violated its own policy language, which stated that coverage decisions would be made by clinical staff or physicians, not by an algorithm. A judge subsequently ordered UnitedHealth to produce tens of thousands of internal documents related to the algorithm's deployment by April 2025.

This case is significant not only for its specific allegations but for the structural question it raises. When an insurer deploys an AI system to make coverage decisions, and that system denies care at scale, who is accountable? The algorithm's developers? The insurer's management? The clinicians whose judgment the algorithm overrode? The regulatory framework has no clear answer, and in the absence of clarity, the cost falls on the patients who are denied coverage and must navigate an appeals process that many, particularly elderly and low-income individuals, are ill-equipped to pursue. The asymmetry is stark: the insurer benefits from the speed and scale of algorithmic denial, while the patient bears the burden of proving, one appeal at a time, that the machine was wrong.

The Regulatory Vacuum

Regulatory bodies are aware of the problem. Their responses have been uneven at best.

The United States Food and Drug Administration has authorised over 1,250 AI-enabled medical devices as of July 2025, up from 950 in August 2024. The pace of authorisation is accelerating even as the evidence of bias accumulates. The agency published draft guidance in January 2025 on lifecycle management for AI-enabled devices, introducing the concept of Predetermined Change Control Plans, which allow developers to obtain pre-approval for planned algorithmic updates. This is a meaningful step toward continuous monitoring. But the guidance focuses primarily on safety and effectiveness in technical terms, with limited attention to the question of whether a device performs equitably across demographic groups.

In June 2025, a report published in PLOS Digital Health, authored by researchers from the University of Toronto, MIT, and Harvard, laid bare the scale of the regulatory gap. Titled “The Illusion of Safety,” the report found that many AI-enabled tools were entering clinical use without rigorous evaluation or meaningful public scrutiny. Critical details such as testing procedures, validation cohorts, and bias mitigation strategies were often missing from approval submissions. The authors identified inconsistencies in how the FDA categorises and approves these technologies, and noted that AI's continuous learning capabilities introduce unique risks: algorithms evolve beyond their initial validation, potentially leading to performance degradation and biased outcomes that the current regulatory framework is not designed to detect.

In January 2026, the FDA released further guidance that actually reduced oversight of certain low-risk digital health products, including AI-enabled software and clinical decision support tools. The reasoning was that lighter regulation would encourage innovation. The concern is that it will also encourage deployment without adequate bias testing. The tension between promoting innovation and protecting patients is not new in medical device regulation, but the speed at which AI tools are proliferating makes the stakes unusually high.

The European Union has taken a more structured approach. Under the EU AI Act, which began phased implementation in August 2025, AI systems used as safety components in medical devices are classified as high-risk and subject to stringent requirements: risk management systems, technical documentation, training data governance, transparency, human oversight, and post-market monitoring. Full compliance for high-risk AI systems in healthcare is required by August 2027. The framework is more comprehensive than its American counterpart, but enforcement mechanisms remain untested, and the practical challenge of auditing AI systems for demographic bias at scale is formidable. The European Commission is expected to issue guidelines on practical implementation of high-risk classification by February 2026, including examples of what constitutes high-risk and non-high-risk use cases.

The World Health Organisation released guidance in January 2024 on the ethics and governance of large multimodal models in healthcare, outlining over 40 recommendations organised around six principles: protecting autonomy, promoting well-being and safety, ensuring transparency and explainability, fostering responsibility and accountability, ensuring inclusiveness and equity, and promoting responsive and sustainable AI. The principles are sound. Whether they translate into enforceable standards is another matter entirely. The WHO's Global Initiative on Artificial Intelligence for Health has been working to advance governance frameworks particularly in low- and middle-income countries, where the regulatory infrastructure to evaluate AI tools may be even less developed than in the United States or Europe.

The gap between what regulators recognise as a problem and what they are prepared to do about it remains wide. And in that gap, hospitals and insurers continue to deploy systems whose bias profiles have been documented in peer-reviewed literature but not addressed in procurement requirements.

Accountability Without a Framework

The liability question is perhaps the most unsettled aspect of AI in healthcare. Current legal frameworks were not designed for systems that learn, change, and produce different outputs for different patients based on patterns in training data that no human selected or reviewed.

If an AI clinical decision support tool recommends a less aggressive workup for a Black patient than for a white patient with identical symptoms, and the Black patient's condition is missed, who is liable? The developer who trained the model? The hospital that purchased and deployed it? The clinician who accepted the recommendation without questioning it? Under existing product liability regimes, device manufacturers are often shielded, and the burden tends to fall on clinicians and institutions. But clinicians did not design the algorithm, may not understand its internal workings, and in many cases were not consulted about the decision to deploy it.

Professional medical societies have generally maintained that clinicians retain ultimate responsibility for patient care, regardless of the tools they use. This position is legally and ethically coherent, but it places an extraordinary burden on individual practitioners to detect and override biases that are, by design, invisible in the model's outputs. It also creates a perverse incentive structure: the institutions that benefit from AI efficiency (reduced labour costs, faster throughput, fewer staff) externalise the liability risk to frontline clinicians who had no say in the technology's selection or implementation.

New legislation has been proposed in the United States to clarify AI liability in healthcare, but none has yet been enacted. The result is a regulatory and legal environment in which the technology is advancing faster than the frameworks meant to govern it, with patients and clinicians left to absorb the consequences of that mismatch.

What Meaningful Reform Requires

The research community has not merely identified the problem. It has outlined what solutions would look like. The challenge is that those solutions require effort, money, and institutional will that the current market incentives do not reliably produce.

First, training data must be representative. The persistent underrepresentation of dark-skinned patients in dermatological datasets, of women in cardiovascular research, and of LGBTQIA+ individuals in clinical trial data is not a new problem. But when that data is used to train AI systems that are then deployed at scale, the bias is industrialised. Studies have demonstrated that fine-tuning AI models on diverse datasets closes performance gaps between demographic groups. The data exists, or could be collected. The question is whether developers and institutions are willing to invest in obtaining it.

Second, pre-deployment bias auditing must become mandatory, not optional. The evidence that AI systems produce systematically different outputs based on demographic labels is overwhelming. Yet there is no requirement in the United States that an AI clinical tool be tested for demographic equity before it is integrated into a hospital's workflow. The EU AI Act moves in this direction with its training data governance and risk management requirements for high-risk systems, but enforcement remains a future proposition.

Third, post-deployment monitoring must be continuous and transparent. The FDA's introduction of Predetermined Change Control Plans is a step toward lifecycle accountability, but the focus remains on technical safety rather than equitable performance. An AI system that performs well on average but poorly for specific subpopulations is not safe for those subpopulations, and average performance metrics can obscure the disparity. The “Illusion of Safety” report's finding that the FDA's current framework is ill-equipped to monitor post-approval algorithmic drift makes this point with particular force.

Fourth, procurement processes must include bias testing as a criterion. Hospitals that would never purchase a pharmaceutical product without evidence of efficacy across demographic groups are integrating AI tools with no comparable requirement. The Mount Sinai research provides a template: test the system across sociodemographic labels, measure the variation, and make the results public before deployment. If a model produces different triage recommendations for patients labelled as low-income versus high-income, that information should be available to every hospital considering its adoption.

Fifth, liability frameworks must be updated. If AI systems are going to influence clinical decisions, the legal structures governing those decisions must account for the technology's role. This means clearer allocation of responsibility between developers, deployers, and users, and it means creating mechanisms for patients to seek redress when biased AI contributes to harm. The UnitedHealth litigation may ultimately push courts to establish precedents, but waiting for case law to fill a regulatory void is not a strategy; it is an abdication.

Finally, transparency must become the default. Patients have a right to know when AI has influenced their care, what role it played, and whether the system has been tested for bias relevant to their demographic group. This is not merely an ethical aspiration. In an era when AI-generated clinical notes may shape everything from triage decisions to insurance coverage, it is a basic requirement of informed consent. The WHO's guidance on transparency and explainability points in this direction, but voluntary principles are no substitute for binding obligations.

The Stakes Are Not Abstract

The title of the Mount Sinai medRxiv preprint captures the situation with precision: “New Model, Old Risks.” GPT-5 is, by most technical measures, a more capable system than its predecessors. It is also, by the evidence of this study, no less biased. The assumption that capability and fairness would advance in parallel has not been borne out. And the assumption that human oversight will compensate for algorithmic bias is not supported by what we know about how clinicians interact with automated systems under real-world conditions.

The institutions deploying these tools are making a calculation. They are betting that the benefits will outweigh the harms, that the efficiencies will justify the risks, and that the populations most likely to be harmed by biased AI are the same populations least likely to have the resources to hold anyone accountable.

That calculation may prove correct in the short term. In the longer term, it is the kind of institutional wager that generates class-action lawsuits, regulatory backlash, and, most importantly, measurable harm to patients who came to the healthcare system seeking help and received instead the outputs of a machine that treated their identity as a clinical variable.

The question is not whether AI will be integrated into healthcare. That integration is already underway, at scale, across the world's largest health systems. The question is whether the institutions driving that integration will treat equity as a design requirement or as an afterthought. The research is clear on what the problem is and how severe it remains. The gap between what we know and what we are willing to do about it is where the harm lives.

References

  1. Omar, M., Agbareia, R., Apakama, D.U., Horowitz, C.R., Freeman, R., Charney, A.W., Nadkarni, G.N., and Klang, E. “New Model, Old Risks? Sociodemographic Bias and Adversarial Hallucinations Vulnerability in GPT-5.” medRxiv, September 2025. DOI: 10.1101/2025.09.19.25336180.

  2. Omar, M., Klang, E., et al. “Sociodemographic biases in medical decision making by large language models.” Nature Medicine, 2025. DOI: 10.1038/s41591-025-03626-6.

  3. Zack, T., et al. “Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study.” The Lancet Digital Health, January 2024. DOI: 10.1016/S2589-7500(23)00225-X.

  4. “Multi-model assurance analysis showing large language models are highly vulnerable to adversarial hallucination attacks during clinical decision support.” Communications Medicine (Nature Portfolio), August 2025. DOI: 10.1038/s43856-025-01021-3.

  5. “Evaluating and addressing demographic disparities in medical large language models: a systematic review.” International Journal for Equity in Health, Springer Nature, 2025. DOI: 10.1186/s12939-025-02419-0.

  6. “Sociodemographic bias in clinical machine learning models: a scoping review of algorithmic bias instances and mechanisms.” Journal of Clinical Epidemiology, 2024. DOI: 10.1016/j.jclinepi.2024.111422.

  7. Joerg, et al. “AI-generated dermatologic images show deficient skin tone diversity and poor diagnostic accuracy: An experimental study.” Journal of the European Academy of Dermatology and Venereology, 2025. DOI: 10.1111/jdv.20849.

  8. “Disparities in dermatology AI performance on a diverse, curated clinical image set.” Science Advances, 2022. DOI: 10.1126/sciadv.abq6147.

  9. Sjoding, M.W., et al. “Racial Bias in Pulse Oximetry Measurement.” New England Journal of Medicine, 2020. DOI: 10.1056/NEJMc2029240.

  10. “The Overdue Imperative of Cross-Racial Pulse Oximeters.” Health Affairs Forefront, January 2025.

  11. “Bias in medical AI: Implications for clinical decision-making.” PMC, 2024. PMCID: PMC11542778.

  12. “The Algorithmic Divide: A Systematic Review on AI-Driven Racial Disparities in Healthcare.” PubMed, 2024. PMID: 39695057.

  13. “The illusion of safety: A report to the FDA on AI healthcare product approvals.” PLOS Digital Health, June 2025. DOI: 10.1371/journal.pdig.0000866.

  14. Estate of Gene B. Lokken et al. v. UnitedHealth Group, Inc. et al. Federal court ruling, February 2025. Georgetown Health Care Litigation Tracker.

  15. U.S. Food and Drug Administration. “Artificial Intelligence-Enabled Device Software Functions: Lifecycle Management and Marketing Submission Recommendations.” Draft Guidance, January 2025.

  16. U.S. Food and Drug Administration. “Artificial Intelligence and Machine Learning in Software as a Medical Device.” FDA AI/ML Device Database, July 2025.

  17. European Commission. “EU AI Act: Regulatory Framework for Artificial Intelligence.” Phased implementation beginning August 2025, with full high-risk compliance required by August 2027.

  18. World Health Organisation. “Ethics and governance of artificial intelligence for health: Guidance on large multi-modal models.” January 2024. ISBN: 9789240084759.

  19. “Bias recognition and mitigation strategies in artificial intelligence healthcare applications.” npj Digital Medicine, 2025. DOI: 10.1038/s41746-025-01503-7.

  20. “Automation Bias in AI-Assisted Medical Decision-Making under Time Pressure in Computational Pathology.” arXiv, November 2024. arXiv:2411.00998.

  21. “Exploring the risks of automation bias in healthcare artificial intelligence applications: A Bowtie analysis.” ScienceDirect, 2024. DOI: 10.1016/j.caeai.2024.100241.

  22. “Mitigating Bias in Machine Learning Models with Ethics-Based Initiatives: The Case of Sepsis.” American Journal of Bioethics, 2025. DOI: 10.1080/15265161.2025.2497971.

  23. Wong, A., et al. “External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients.” JAMA Internal Medicine, 2021. (Epic Sepsis Model evaluation at Michigan Medicine.)

  24. Epic Systems. AI Charting and generative AI clinical tools deployment, February 2026. Epic Newsroom.

  25. Oracle Health. Clinical AI Agent deployment across 30+ medical specialities, 2025. Oracle Health press materials.

  26. “Gender and racial bias unveiled: clinical artificial intelligence (AI) and machine learning (ML) algorithms are fanning the flames of inequity.” Oxford Open Digital Health, 2025. DOI: 10.1093/oodh/oqaf027.


Tim Green

Tim Green UK-based Systems Theorist & Independent Technology Writer

Tim explores the intersections of artificial intelligence, decentralised cognition, and posthuman ethics. His work, published at smarterarticles.co.uk, challenges dominant narratives of technological progress while proposing interdisciplinary frameworks for collective intelligence and digital stewardship.

His writing has been featured on Ground News and shared by independent researchers across both academic and technological communities.

ORCID: 0009-0002-0156-9795 Email: tim@smarterarticles.co.uk

 
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from Douglas Vandergraph

Before the sun came up over Tucson, before the first bus sighed to a stop and before the first phone lit up with bad news, Jesus was alone in quiet prayer on the dark slope below Sentinel Peak. The city still held its night shape then. The streetlights were soft and far apart. The outlines of the houses looked gentle from a distance, as if nobody inside them was lying awake with worry, as if nobody at all was sitting at a kitchen table trying to figure out which bill could wait and which one could not. A cool wind moved through the low brush and touched His hair and His face. He knelt with the stillness of Someone who did not need to hurry, though He already knew how much pain this day was carrying. He prayed for the tired people who had become good at hiding. He prayed for the people whose suffering did not make noise. He prayed for the ones who had been strong for so long that nobody asked how they were doing anymore. When He rose, the eastern edge of the sky had begun to pale, and the city below Him looked less like a map and more like a thousand private lives asking to be seen.

Across town, in a small apartment south of downtown where the paint on the door had started to curl from the heat, Rosa Herrera stood at the kitchen counter and tried not to cry over a cup of coffee that had gone cold before she got to drink it. Her father was already awake, though he was still in the shirt he had slept in. He sat at the table with both hands around a glass of water, staring at nothing. Her son Mateo was in his room, and she could hear the dresser drawers opening and closing harder than they needed to. The whole place carried the stale feeling of too little sleep and too many worries kept inside the walls. Rosa had worked late the night before at Banner-University Medical Center Tucson. She had come home to dishes in the sink, a voicemail from the electric company, and a note from Mateo’s school asking her to call about his missing assignments. Then at two in the morning, her father had woken up confused and walked into the hallway looking for his wife, who had been dead for six years. Rosa had gotten him back to bed. She had lain down after that, but she had not slept. She had only closed her eyes and waited for morning to take over.

She opened her purse and looked again at the folded pink notice from the power company, though reading it one more time did not change a single word. The amount due was not huge by rich people’s standards, but rich people’s standards had nothing to do with her life. In her life, a number could sit on a page and feel like a voice pressing both hands against her throat. She had enough to pay part of it, not all of it. Rent was close. Mateo needed new shoes. Her father had another appointment next week. She had been telling herself for months that once she caught up, she would breathe again, but the catching up never came. Life kept moving the line. It kept taking a step back every time she thought she was near it. She heard Mateo come into the kitchen and did not turn right away because she already knew by the sound of him that he was angry.

“I’m not going,” he said.

Rosa closed her eyes for one second. “You are.”

“I’m not.”

“You already missed too much this month.”

He leaned against the counter with his backpack hanging from one hand, not wearing it, only holding it like something he did not want. At fifteen, he had begun to grow into his face in a way that made her catch flashes of the little boy he had been and the man he might become, and right then both of them seemed equally far from her. His hair was uncombed. His jaw was set. There were dark half-moons under his eyes that looked too old on him. “They called you because of algebra,” he said. “I know. You don’t need to act like I don’t know.”

“That’s not why I’m not going.”

“Then why.”

He looked away. “Because I’m tired of walking in there like everybody doesn’t already know I’m behind.”

Rosa turned to face him then, and because she had so little sleep in her and so much fear under that, her voice came out sharper than she meant it to. “You think staying home fixes that?”

“I didn’t say I was staying home.”

“Mateo.”

“I said I’m not going there.”

Her father lifted his head at the sound of their voices. “Your mother making eggs?” he asked softly, looking not at Rosa but at the empty part of the kitchen as if memory had opened the wrong door again. Rosa felt something inside her pull tight. She looked at her father. Then she looked back at Mateo. Then at the notice in her purse. Then at the clock. The whole morning felt like it had been built to break her before she even got out the door.

“No,” she said to her father, more clipped than he deserved. “No eggs.”

He blinked and lowered his eyes. Mateo straightened. “You don’t have to talk to him like that.”

Rosa turned so fast she surprised herself. “Then help me. Since you want to stand there and judge me, help me.”

He stared at her. In that instant she saw his hurt before he covered it with anger. That was the worst part. If he had only been rude, she could have fought him. If he had only slammed a door, she could have blamed the age and the mood and the world. But there was something else on his face for a second. There was disappointment there. It was the look of someone who had still wanted gentleness from her, and Rosa did not have gentleness in her hands that morning. She had debt notices and missed sleep and a chest full of fear. She had a father slipping in and out of the present. She had a son on the edge of becoming someone she could not reach. She had too many things depending on her, and none of them knew how close she was to the end of herself.

She grabbed her keys and said, “Get in the car. Both of you. We are not doing this all day.”

But the old sedan out front did not care that she was already late. It turned once, coughed, and quit. The second time it made a thin grinding sound that felt personal. Rosa smacked the heel of her hand against the steering wheel and then sat still with both hands on it because she knew one more second of movement would turn into shouting. Mateo stood on the curb with his backpack. Her father had one hand on the open door, waiting for instructions like a man who was embarrassed to need them. The sky above the apartment buildings was turning bright now, and the heat had not yet come down hard, but the day had already begun to press. Rosa tried the key again. Nothing. She got out, shut the door harder than she needed to, and swallowed what rose in her throat.

“We’re taking the bus,” she said.

Mateo gave a short laugh with no humor in it. “Perfect.”

“Don’t start.”

He looked at her, then at the car, then at the street. “I didn’t start this.”

Her father spoke from behind them. “Where are we going?”

“To the stop,” Rosa said, softer now, because her anger had already turned into shame. She took her father’s arm. “Come on, Papá.”

They walked north in the thin morning light while the city came awake around them. Rosa knew this part of Tucson well enough to move through it even when her mind was split in five directions. She knew the cracked places in the sidewalk and the smell of bread that sometimes drifted out from a panadería before full sunrise. She knew the old homes in Barrio Viejo that still held color in their walls even after so much weather. She knew how a day could begin beautiful and still break your heart by lunch. They passed near El Tiradito, where the candles and offerings always made the little space feel like grief had learned how to stay visible. Rosa did not stop there. She barely looked. She had no time for prayer that morning. Prayer felt like a thing people did when there was breathing room. Her kind of life rarely gave that.

Jesus was walking toward the stop as they came near it. There was nothing hurried in Him, but there was also nothing vague. He did not move like a tourist taking in the city. He moved like Someone fully present to it. The first light of the morning had reached the low buildings and the parked cars by then, and it touched His face in a way that made Him look at once ordinary and impossible to mistake. Rosa did not know what about Him pulled her attention at first. Maybe it was the calm. Maybe it was that He seemed like the only person in sight who was not arguing with the hour. He wore modern clothes that let Him disappear into the city if He wanted to, but He was not disappearing. He was seeing. She looked away because she had no energy for strangers, but then her father slowed and stared at Him openly.

“I know you,” Arturo said.

Rosa gave a tired little shake of her head. “Papá, come on.”

But Jesus had already stopped near him. “You do,” He said, and there was such gentleness in the words that Arturo smiled in relief, as if somebody had finally answered a question he had been holding for a long time.

The bus pulled up with a hiss, and Rosa helped her father aboard. Mateo stepped on behind them and went straight to the back without looking at anyone. Rosa paid the fare with the exact kind of care people use when they cannot waste a single coin. The driver was a broad-shouldered man in his late fifties with a lined face and tired eyes. His name tag said DANIEL. He nodded without warmth, but not unkindly. Rosa could see at once that something in him was strained thin. One hand stayed too tight on the wheel. There was a slight tremor in the other when he reached toward the console. Jesus stepped on last, and Daniel glanced up at Him the way people do when they feel seen before a word is spoken. For half a breath they held each other’s gaze. Then Jesus moved down the aisle and took a seat across from Rosa and her father.

The bus rolled toward the city center, passing the waking streets and storefronts, the slow bloom of traffic, the quiet people at corners holding coffee and worry in equal measure. Arturo stared out the window. Mateo sat at the back with his forehead against the glass and his backpack in his lap. Rosa kept checking the time on her phone like she might somehow force the day back into control. She had already texted a neighbor in the building to listen for her father if he came back alone. She had already called her supervisor to say she would be late. She had not called the school back because she could not bear one more hard voice telling her something was slipping. The bus neared the Tucson Convention Center and then pressed on toward the Ronstadt Transit Center, where the city always seemed to gather its movement and its loneliness in the same place. Daniel drove with the rigid focus of a man holding himself together by muscle. At one light, Jesus stood and went to the front as if He needed nothing more than to ask a simple question.

“You have been living with your chest tight for a long time,” He said quietly.

Daniel did not turn all the way around. “Excuse me?”

“You wake up before the alarm now,” Jesus said. “Not because you are rested. Because fear learned your schedule.”

Daniel’s jaw shifted. His hand tightened on the wheel. “Sir, I need you to sit down.”

Jesus did not move yet. “You have told yourself that if you keep driving, keep smiling, keep making it through one route after another, nobody will notice how close you are to breaking. But being hidden is not the same as being whole.”

Rosa looked up then, startled not only by the words but by the way they landed. Daniel gave a little humorless breath and kept his eyes on the road. “Everybody’s got problems,” he said.

“Yes,” Jesus answered. “But not everybody keeps trying to survive them alone.”

Then He returned to His seat as if nothing sharp had happened at all. Daniel swallowed once. For the next several blocks he did not say another word.

At Ronstadt Transit Center, the bus filled and emptied in waves. Rosa had to guide Arturo carefully around the crowd because once people pressed too close, he became unsure of his feet. She was trying to decide whether to take him with her to the hospital and find a waiting area where he could sit for a while, or send him back home with a neighbor if she could reach one, when Mateo came forward from the back and said, “I’m not going to school from here.”

Rosa turned on him so fast Arturo flinched. “Do not do this right now.”

“I mean it.”

“You think I have time for this?”

“You never have time for anything I mean.”

The words hit her with a force out of proportion to their volume because they were so flat. He had not shouted them. He had not tried to wound her with tone. He had only said what he believed. And maybe that was what hurt. Rosa gripped the strap of her purse until her hand ached. “You are going to Tucson High,” she said. “You are going to walk in there today. You are going to face what needs facing.”

His face changed. For a second he looked young again, so young that it almost made her reach for him. “You always say things like that,” he said. “Face it. Handle it. Deal with it. Like people can do that forever.”

Rosa looked around and felt the eyes of strangers, or maybe only imagined them. She lowered her voice. “I am doing the best I can.”

“Maybe I am too.”

She should have softened then. She should have heard the cry under the attitude. But shame was already burning in her. She was late. Her father looked lost. The hospital was waiting. Money was short. The day was moving without mercy. “Get on the school bus,” she said, her voice thinning. “Now.”

Mateo stared at her one long second, then turned and walked away through the terminal crowd before she realized he was not going toward the school connection at all. He moved fast between people with the practiced speed of someone who knew exactly how to vanish when he wanted to. Rosa took one step after him, but Arturo said her name in a frightened voice, and when she turned back, she knew she had already lost the moment. Mateo was gone into the morning crowd.

She wanted to run after him, but the clock on her phone told her she was already later than late, and there were no choices that did not cost something. She got her father settled on a bench. She called the school. She called the neighbor again. She called work. Every call put another weight on the hour. Her supervisor’s voice had that tired edge people use when they have already decided your problems are inconvenient. The neighbor could not come for another hour. The school sent her to voicemail. Arturo asked twice where they were. Rosa felt the whole day slipping into pieces in her hands. When she finally sat down beside her father, Jesus was on the bench across from them, as if He had never been anywhere else.

“I can stay with him until you work out the next thing,” He said.

Rosa looked up at Him with a sharpness that came from desperation, not disrespect. “You don’t even know us.”

“I know enough to see you are trying to hold three lives with two hands.”

She almost laughed then, not because it was funny but because something in her recognized the truth of it too clearly. “You say that like you know what that feels like.”

“I know what it is to carry what others cannot.”

There was no performance in Him. No spiritual pose. No pressure. He was not asking to be admired. He was only present in a way that made Rosa aware of how long it had been since somebody had spoken to her as if her burden were real. Not dramatic. Not exaggerated. Real. She looked at her father, who seemed strangely calm in Jesus’ presence, and then toward the edge of the terminal where the morning light had fully taken hold. She should have said no. She should have kept moving on distrust alone. But she had run out of strength for pride.

“I have to get to the hospital,” she said. “I can’t lose that job.”

“You won’t lose your father with Me.”

Something about the way He said it settled her enough to stand. She gave Him the neighbor’s number and the address. She crouched beside Arturo and told him she would see him soon. Her father nodded, though whether he truly understood was hard to tell. Then Rosa rose and walked toward the next bus with her heart beating in two directions at once.

Banner-University Medical Center Tucson was already full of motion when she arrived. It was always strange to Rosa how suffering could become routine inside a building. People cried there every day. People got life-changing news there every day. People held each other up in hallways there every day. Still, carts rolled. Phones rang. Floors got mopped. Paperwork had to be done. Everything painful had to happen inside the machinery of everything ordinary. Rosa tied back her hair, changed into scrubs, and stepped into the work as if she had not left half herself scattered across the city. By the time she had stripped two beds, answered one curt question from a nurse, and pushed a linen cart down a long hall, she could already feel her mind trying to split. Part of her was there. Part of her was with Arturo. Part of her was with Mateo, imagining him anywhere and nowhere.

At ten-thirty her phone buzzed in the pocket of her scrub pants. She ignored it once because she was in a patient room. It buzzed again before she reached the hallway. The school’s number was on the screen. She answered too fast. The voice on the other end was polite in the way institutions are polite when they are documenting your failure. Mateo had not come to first period. He had not been seen in second. If he made contact, they would let her know. Rosa thanked the woman, ended the call, and stood still with the phone pressed to her ear long after the line went dead. A cart wheel squeaked somewhere behind her. An overhead voice called for a physician. Somebody laughed too loudly farther down the hall. Rosa felt herself becoming strangely light, as if fear were lifting her out of her own body.

She tried calling Mateo. Straight to voicemail. She texted him. No answer. She texted again, softer this time. Just tell me where you are. Please. Then she leaned both hands on the linen cart and breathed through the urge to walk out without permission. She could not afford that. She hated that sentence. It had shaped too much of her life. She could not afford to miss work. She could not afford to fix the car. She could not afford to fall apart. The words had become a kind of cage, and inside that cage her love for the people around her often came out as pressure because pressure was all she had left by the time she got to them.

When she turned the cart toward the elevators, she saw Jesus sitting in one of the hallway chairs near a family waiting area, as if a hospital corridor in the middle of the morning were the most natural place in the world for Him to be. A little girl across from Him was crying into her mother’s coat sleeve. The mother looked worn past speech. Jesus had a paper cup of water in His hand, and He was talking softly enough that Rosa could not hear the words, but the little girl had stopped sobbing and was listening with the full attention children give only when they sense safety. Rosa slowed without meaning to. He looked up, and there was no surprise in His face, only recognition.

“My son is missing,” she said before she even knew she was walking toward Him.

Jesus stood. “You have feared losing him for longer than today.”

Rosa looked down, anger flashing not at Him but at the truth of that. “He’s not a bad kid.”

“I did not say he was.”

“He’s just…” She stopped because the rest would not come cleanly. He’s just angry. He’s just hurt. He’s just fifteen. He’s just trying not to drown in a life that has asked him to grow up around too much worry. All of it was true, and none of it was simple. Rosa rubbed one hand over her mouth. “I don’t know how to talk to him anymore without it turning into something hard.”

Jesus let the silence stay gentle between them. “Hardness grows fast in houses where everyone is scared.”

She looked at Him then, really looked, and for the first time that day the urge to defend herself loosened. “I don’t want to be hard.”

“No,” He said. “You want not to be alone in what has been asked of you.”

The words went straight into the center of her. Rosa had not realized until that moment how much of her anger had been loneliness with its hands closed. She had not wanted to control everybody. She had wanted somebody, anybody, to help hold the weight. She swallowed hard and shook her head once, as if she could keep herself from crying by simple refusal. “I have to finish this shift.”

“Finish what you must,” Jesus said. “But do not mistake necessity for peace. They are not the same thing.”

Then one of the charge nurses called Rosa’s name from the far end of the hall, and the moment broke. She turned because she had to. When she looked back, Jesus was still there, still calm, still wholly present, and she felt the strange comfort of knowing that though the day was running in every direction at once, Somebody was not being swept by it.

By early afternoon Daniel’s hands were shaking badly enough that he had to tuck one under his thigh during his break at Ronstadt. He sat in the driver room with a vending machine humming nearby and tried to steady his breath without anyone noticing. The panic had started months earlier after his wife left, though he had called it exhaustion at first because exhaustion sounded like a man could outwork it. Panic sounded like weakness. He hated that word. He hated the thought of being a man who could carry a forty-foot bus full of strangers through Tucson traffic but could not carry his own chest through a normal Tuesday without feeling like he might die. He had not told his supervisor the whole truth about the day he had to pull over near Speedway because his vision narrowed and his hands went numb. He had said it was dehydration. He had started keeping mints in his pocket because his mouth went dry before every route. He had begun waking before dawn with his heart already racing. He had stopped answering his daughter’s calls some days because he could not bear to sound broken in front of someone who still believed he was steady.

The break room door opened. Daniel looked up and saw Jesus standing there with the same quiet expression He had worn on the bus, as though He had crossed the city without hurry and arrived exactly when needed. Daniel gave a short bitter smile. “You following me now?”

“No,” Jesus said. “You keep ending up where your need is.”

Daniel looked away. “I’m fine.”

“You do not have to say that every time you are afraid.”

Daniel laughed once, and the laugh had strain in it. “You don’t know the first thing about me.”

Jesus pulled out the chair across from him and sat. “You have been practicing disappearing while still showing up. You go to work. You nod. You answer what needs answering. You keep the routes moving. Then you go home to rooms that feel too quiet, and you tell yourself you are tired when what you really are is grieving, ashamed, and scared of being seen that way.”

Daniel stared at the table. He had the strange feeling that to deny it would require more effort than truth. “I can’t be one more problem,” he said.

“For whom.”

“For anybody.” His throat tightened at once. “My daughter’s got her own life. My wife is done listening. Work needs me to do my job. The world keeps moving. Nobody stops because you can’t breathe right.”

Jesus leaned forward just slightly. “The world may not stop. But your soul is not meant to be dragged behind it.”

Daniel pressed both palms against his knees. “What am I supposed to do then.”

“Tell the truth,” Jesus said. “Not all of it to everyone. But some of it to someone. Fear grows teeth in silence.”

Daniel nodded once without meaning to. He hated how much relief he felt simply hearing the sentence. It embarrassed him. It also made him want to weep, which embarrassed him more. He looked down at his hands and said, “I don’t even know where to start.”

Jesus’ voice stayed low. “Start with the next honest thing.”

Daniel sat still with that. The vending machine hummed. A bus hissed outside. A man laughed in the hall. Life kept making its ordinary sounds, and somehow the ordinary sounds did not feel cruel in that moment. They felt like background to something more important. Daniel wiped one hand across his mouth and nodded again. When he finally looked up, Jesus was already rising, as if the conversation had given exactly what it needed and did not need to be stretched.

Back at the apartment, Arturo had made it home safely with the help of Rosa’s neighbor, but safe did not mean simple. He had wandered first to El Tiradito and stood there a long time, staring at the candles and the scraps of prayer and the small evidence people leave behind when they want Heaven to know they are still hurting. He had told the neighbor he was waiting for his wife. By the time Rosa got a break and listened to the voicemail, her hands started shaking so badly she had to sit on an overturned bucket in a supply closet. The old man was not trying to be difficult. That was part of what hurt so much. He was only losing his place in the world one hallway, one question, one ordinary morning at a time. Rosa sat there with bleach and soap and folded mop heads around her, and for the first time all day she let herself cry. Not loudly. Not dramatically. Just the kind of crying that comes when a person is too tired to keep managing her own face.

When her shift finally ended, the sun was already leaning west. The city had gone bright and hard in that Arizona way where every shadow looks sharp. Rosa rode back toward downtown with dread sitting beside her the whole way. She checked her phone so often it was almost an illness. No message from Mateo. No missed call from him. One text from the school counselor asking if he had been located. She looked out the window as the bus moved through streets she had known for years and felt suddenly like a stranger in her own life. Every block held people buying groceries, pumping gas, walking dogs, standing under shade, carrying their own invisible pains. How could the world stay so normal when one missing child had turned her whole body into a wound.

She got off near home and nearly ran the last stretch. Arturo was inside, sitting at the table again, this time with Jesus across from him as if they had been talking for hours. There was a plate between them with two tortillas folded over beans, and Rosa had no idea where the food had come from. Maybe the neighbor. Maybe someone else. It did not matter. The small sight of her father eating calmly instead of drifting lost through the day struck her so deeply that she had to stop in the doorway. Jesus looked up. Arturo smiled at her with the gentle confusion of a man who still recognized love even when the details slipped.

“He says your mother sang when she cooked,” Arturo told her.

Rosa swallowed. “She did.”

Jesus’ eyes did not leave her face. “You have been afraid that everything good in your house is vanishing.”

Rosa set her purse down on the counter too carefully, because if she moved too fast she might break open again. “My son still isn’t home.”

“Then we go to where his hurt has been taking him.”

Rosa looked at Him. “You know where that is?”

Jesus stood. “He has been walking toward a place he hopes will feel bigger than his shame.”

It should have sounded strange. It should have sounded too vague to trust. But Rosa already knew that whatever this day was, it was not ordinary in the way ordinary had taught her to expect. She turned to ask Arturo to stay with the neighbor a little longer, but before she could speak, Daniel’s bus pulled to the curb outside. Rosa saw him through the window, sitting rigid in his seat with both hands on the wheel. Then, after a moment, he opened the doors and stepped down into the heat. His face looked pale under the late sun, but there was something different in him now. Not ease. Not yet. But honesty had begun to crack the shell he had been living inside.

“I saw him,” Daniel said.

Rosa stepped toward the door. “Mateo?”

Daniel nodded. “An hour ago. He got off near Reid Park. He didn’t look high or drunk or anything like that. He just looked…” He searched for the word and failed. “Like he was carrying more than a kid should.”

Rosa closed one hand over her mouth. Reid Park. She and Mateo had gone there when he was little, back when she still had enough energy to sit by the duck pond and watch him run. Back when a hard day did not yet feel like a permanent condition. She looked at Jesus, and He was already moving toward the street.

The drive east felt both too fast and unbearable. Tucson passed around them in hot light and long shadows. Cars moved. People crossed intersections. The Santa Catalinas stood in the distance with that steady mountain silence that can make human pain feel small if you are in the wrong frame of mind, but not to Jesus. Nothing felt small to Him that day. Not bills. Not panic. Not anger. Not a boy going missing in a city full of open sky. When they reached Reid Park, Rosa got out before Daniel had fully parked. Her whole body was ahead of her mind. They moved past the edge of the grass, past families packing up blankets, past the last of the late afternoon walkers. Near the Rose Garden, the air held the faint mix of dust and water and the sweet tired scent of flowers that had borne the whole day’s sun. Rosa called Mateo’s name once. Then again. Her voice changed on the second try. It became less command and more plea.

She found his backpack first. It was under a bench near the far side of the garden where fewer people sat. One strap was twisted. His phone was in the front pocket, turned off. Rosa picked it up, and the terror that moved through her then was so sharp that for one second she truly could not breathe. Daniel put a hand on the back of the bench to steady himself. Jesus looked toward the trees and the stretch of grass beyond the garden, where the evening light was thinning into gold.

“He is here,” Jesus said.

Rosa turned in the direction of His voice, but all she could see at first was the long field, the shadows from the trees, and a single figure sitting alone at the edge of the grass beyond the path with his knees drawn up and his elbows resting on them. Mateo had gone far enough away from other people to feel hidden, but not so far that he had truly disappeared. That was the kind of pain he was in. He wanted distance, not death. He wanted silence, not the end. Rosa started forward, but Jesus touched her arm lightly.

“Let Me go first.”

Everything in her wanted to say no. Everything in her wanted to run and grab her son and never let him out of reach again. But something in Jesus’ face told her that this moment was not only about being found. It was about being reached. Rosa stopped. Daniel stopped beside her. The late light lay warm over the grass and the path and the roses behind them. Jesus walked alone across the open ground toward the boy who had been carrying too much in a body still growing. Mateo did not turn right away. He kept staring ahead, as if he had grown tired even of expecting footsteps. Then, just before Jesus reached him, the boy lifted his head.

And the bench shifted slightly under the weight of Someone sitting down beside him.

Mateo did not move away. He did not say hello either. He only looked once at Jesus and then back out across the grass, as if he did not have the strength to decide whether this was strange or welcome. Up close he looked more tired than angry. That was what hurt most to see. Anger still has fire in it. Tiredness is different. Tiredness is what happens when a person has been carrying something alone for so long that even their fight begins to fade.

Jesus sat with him for a few seconds without speaking. The pause was not empty. It was the kind that lets a person stop performing. Mateo’s shoulders had been held high and hard when Rosa first saw him, but now they lowered a little, not because the pain was gone, but because he no longer felt watched in the ordinary way people watch. Jesus’ presence did not corner him. It gave him room.

“You came here because you wanted somewhere wide enough to hold what you could not say at home,” Jesus said.

Mateo gave a short shrug. “I came here because I didn’t want to hear anything.”

“And yet you have been hearing plenty.”

Mateo looked over at Him then. “What does that mean?”

“It means shame is loud,” Jesus said. “Fear is loud too. They keep talking long after other people stop.”

The boy looked away again. His eyes went toward the grass, the path, the slow movement of the evening around them. “I’m not ashamed.”

Jesus did not press him with the kind of force adults often use when they think they are helping by cornering a young person into the truth. He only said, “Then why did you leave your phone in your bag.”

Mateo’s jaw shifted. That hit. He dragged one hand over the back of his neck and said nothing.

“You did not want to be reached,” Jesus said gently. “Because being reached would have meant being known. And right now, being known feels dangerous to you.”

“I’m just tired of everybody acting like I’m a problem.”

Jesus nodded. “You are tired of being spoken to like a situation instead of a person.”

That was close enough to truth that Mateo could not deflect it. He stared down at his hands. The dirt beneath the bench had little stones pressed into it. He nudged one with the edge of his shoe and then stopped. “My mom thinks I’m failing because I don’t care.”

“No,” Jesus said. “Your mother is afraid. Fear has made her rough in places where she used to be softer. But fear is not the same as not loving.”

Mateo swallowed. The light had changed again. Evening was drawing out the softer colors now. “She doesn’t even listen.”

“She listens through exhaustion,” Jesus said. “That is why so much gets lost.”

For the first time, Mateo’s face started to come apart at the edges. Not in a dramatic way. Just enough that the boy he had been hiding under the hard look began to show through. “I can’t go in there every day and feel stupid,” he said, staring ahead. “I can’t keep walking into class and already know I’m behind before they even start talking. I can’t keep pretending I’m fine when I’m not fine, and then come home and everybody needs something and nobody sees that I’m barely keeping up.”

Jesus let those words have their full space. Rosa stood at a distance with both hands clasped tightly in front of her, and Daniel stood a little behind her, and neither of them moved. The park sounds went on around them. A child laughed far off. A bicycle rolled past on the path. Somewhere water moved with that soft artificial sound city parks make when they are trying to give people a little relief from heat and concrete. None of it interrupted what was being spoken on that bench.

“You have been trying to become a man by carrying more than a boy should,” Jesus said.

Mateo blinked hard. “Somebody has to.”

“Not the way you have been doing it.”

The boy’s voice tightened. “He forgets stuff all the time now. My grandpa. I have to watch him when she’s at work. I have to act normal at school when I didn’t sleep because he was up in the middle of the night. I have to hear about bills and the car and all that stuff like I’m not even in the room, and then if I shut down, I’m the bad guy. If I get mad, I’m the bad guy. If I don’t know how to do school when my brain feels like it’s underwater all the time, I’m the bad guy.”

His eyes filled then, but he looked angry about it. “I didn’t come here to cry.”

Jesus’ voice stayed soft. “No. You came here because the crying was close and you did not want anyone to see it.”

That did it. Mateo bent forward with his forearms on his knees and covered his face with both hands. The crying came rough and embarrassed at first, the way it does when someone has not let it out in too long and still hates needing it. Jesus did not interrupt him. He did not rush him back into control. He simply stayed there. Sometimes mercy is not a speech. Sometimes it is the refusal to leave while the truth comes out.

After a while Mateo wiped both hands down his face and looked away toward the darkening edge of the field. “I hate how mad I am at her,” he said. “Because I know she’s trying.”

Jesus nodded. “Love can be real and still wound each other when pain is running the house.”

Mateo let out a breath that shook. “I don’t know how to fix it.”

“Start smaller,” Jesus said. “You do not heal a whole house in one sentence. You tell one truth. Then another. You stop hiding the hurt under attitude. You stop treating your fear like it is proof you are weak. And you let yourself be loved where you are, not only where you think you should be.”

Mateo looked at Him through eyes still wet. “That sounds nice.”

“It is also hard,” Jesus said. “But hard is not the same as impossible.”

He let that sit, then added, “Your mother has been speaking from a cliff edge. So have you. When frightened people love each other, they often shout across the distance and call it talking.”

That sentence hung there with so much sad accuracy that Mateo almost smiled through the remains of tears. It was not a happy smile. It was recognition. “So what do I say to her.”

“The truest thing that does not blame.”

Mateo stared at the ground and thought. From where Rosa stood, she could not hear every word, but she could feel the weight of them. She could feel that Jesus was not merely calming a moment. He was drawing hidden things into the open without shaming the people carrying them. Daniel, beside her, had gone very still. Some of what Jesus was giving the boy was landing on the grown man too.

After a little while Jesus turned His head and looked toward Rosa. Not a dramatic gesture. Not a summons given to the whole park. Just a quiet acknowledgment that the time had come. Rosa’s breath caught in her chest. She started walking toward them on legs that felt strangely weak. By the time she reached the bench, Mateo had straightened, though his face still carried the unmistakable evidence of tears. He looked at her with that old mix of resistance and hope children carry even when they are nearly grown. It nearly broke her open all over again.

She stopped in front of him and all the speeches she had rehearsed on the frantic drive over vanished. All the corrective phrases. All the responsible-parent lines. All the practical language. None of it fit. Standing there in the evening light with her son’s hurt sitting plain between them, she knew that if she reached for control again, she would lose something she might not get back easily.

“I was scared,” she said.

Mateo looked at her but did not answer.

“I’m still scared,” she went on. “Not only because I couldn’t find you. Because I know I’ve been talking at you instead of hearing you.”

The words were hard for her to get out. They cost pride. They cost the fragile illusion that if she just stayed firm enough, she could keep the whole family from unraveling. But the truth was simpler and more painful. Firmness had become her hiding place. It made her feel less helpless for a few minutes. That was all.

“I know I’ve been rough,” she said. “I know I say things like face it and handle it because I’m trying to make everything stay standing. But I haven’t been asking what it feels like for you in the middle of all this. And that isn’t right.”

Mateo’s face tightened. “It always feels like there’s no room for me to be messed up.”

Rosa shut her eyes for one second. There it was. The sentence she should have heard long before today. “I’m hearing that now,” she said. “I should have heard it sooner.”

He looked down. “I’m not trying to make everything harder.”

“I know.” Her voice almost broke on the last word. “I know that.”

Silence held them for a few seconds. Then Mateo asked, not with accusation this time but with the tenderness of someone risking honesty, “Do you even know how bad school feels right now.”

Rosa did not rush. “No,” she said. “Not fully. But I want to know.”

That mattered. He could tell it mattered by the way his shoulders changed. Not all at once. Not in some dramatic healing where every wound vanished because the right words were finally spoken. It was smaller and truer than that. He believed her enough to stay in the conversation. That was the beginning of many restorations. Not fireworks. Staying.

“I can’t think in class half the time,” Mateo said. “I sit there and everybody’s writing stuff down and I’m still trying to get my brain to wake up. Then I look around and it feels like I’m already behind, so I stop trying because I don’t want to feel stupid in front of people. Then that makes it worse.”

Rosa listened. This time she really listened. She did not interrupt with solutions before he finished. She did not tell him what he should have done. She let the whole shape of his struggle become visible. The poor sleep. The pressure at home. The quiet humiliation of falling behind. The shame that had made school feel less like a place to learn and more like a stage where failure was waiting every day. As he spoke, she saw how much she had mistaken silence for laziness and shutdown for rebellion. Some of it had been rebellion, yes. But rebellion had not been the root. Hurt had.

“We’ll face that part together,” she said when he was done.

Mateo gave a tired little exhale. “You always say we’ll face stuff.”

“I know.” Rosa nodded. “So let me say it different. I won’t leave you alone in it.”

That landed deeper.

Jesus rose then and stepped a little aside, not because He was withdrawing from them, but because some moments of repair must pass directly between the ones who have wounded each other and still love each other. Mateo stood. He was almost as tall as his mother now. For a second they both looked unsure, like people standing at the edge of a bridge they want to cross but have not walked in a long time. Then Rosa reached first. Mateo stepped into her arms with the heaviness of someone who had wanted to resist a hug and failed because he needed one too badly. She held him and wept quietly against the side of his head. He cried too, but more softly now, less from collapse and more from the relief of not having to hold the whole thing alone for another hour.

Daniel turned away and walked a few steps toward the path, giving them privacy. Jesus moved toward him.

“You knew where to find him because you noticed,” Jesus said.

Daniel rubbed one hand over his mouth. “I almost didn’t tell her. I almost said I wasn’t sure it was him. I almost just drove on.”

“But you did not.”

Daniel looked down. “I’m tired of driving on.”

The sentence surprised even him as it came out. It held more than one meaning and they both knew it.

Jesus stood beside him looking out over the park as the light lowered another degree. “What is the next honest thing.”

Daniel let out a breath. “Calling my daughter.”

“Yes.”

Daniel nodded slowly. “And telling work I need a few days.”

“Yes.”

“That could cost me.”

Jesus turned and looked at him with steady compassion. “Continuing like this is already costing you.”

Daniel laughed weakly at that, but there was no bitterness in it now, only recognition. He pulled his phone from his pocket and stared at it for a long second. Then, with the reluctance of a man who had confused silence with strength for far too long, he made the call. He did not move far away. Rosa and Mateo could hear only the shape of his side of it, not every word. At first his voice was stiff. Then it cracked. Then it steadied in a different way, not because he had regained control, but because he had stopped pretending. “No, mija, I’m not in the hospital,” he said. “No, I’m safe. I just… I need to tell you the truth about something.” A long pause followed. His eyes filled. He turned his face slightly and kept listening. When he spoke again, his voice was quieter. “I should have called sooner.” Another pause. Then a small nod. “Yes. I know. I know.”

It was not a full rescue. Lives are not put back together that cleanly in one evening. But it was a doorway opening where there had only been a wall before.

By the time they all began walking back toward the parking lot edge, the sky had softened into those last shades that make even an exhausted day look briefly merciful. Arturo was waiting in the car Daniel had borrowed from a coworker after parking his route. The old man had insisted on coming when the neighbor told him where they had gone, and though he looked a little confused about exactly where he was, he brightened at once when he saw Mateo.

“There you are,” Arturo said with a smile. “We’ve been looking all over the world.”

Mateo gave a small laugh, the first genuine one all day. “Not the whole world, Grandpa.”

“Big enough,” Arturo said.

Rosa helped him out of the car because he said he wanted air. They all stood for a moment near the fading light and the warm evening breeze moving across the park. Then Arturo looked at Jesus with that same strange recognition he had worn that morning and said, “You remind me of someone.”

Jesus smiled. “I know.”

Arturo nodded as if that answer made perfect sense.

There are moments when change is loud, and then there are moments when it enters like this, almost quiet enough to miss if your heart is still trained only for crisis. Nothing outward about the scene would have impressed the world. No crowd gathered. No dramatic announcement sounded over the city. There was only a tired mother, a hurting son, an aging father, a frightened bus driver, and Jesus standing among them with the kind of stillness that made everyone else feel less alone in their own skin. Yet something holy had happened there. Not because every problem was solved, but because the lies that had ruled the day were beginning to loosen. Rosa was not alone. Mateo was not a problem to manage. Daniel was not weak because he needed help. Arturo was not a burden because memory was fraying. None of them had become less human by hurting. They had only become more honest.

Daniel drove them back as dusk settled over the city. The ride was quieter than the morning had been, but not with the same kind of silence. Morning silence had been packed with strain. This was different. This had room inside it. Mateo sat beside Rosa and did not lean away when her shoulder touched his. Arturo watched the passing lights with calm interest. Once, near a stoplight, he asked if they were headed home, and when Rosa said yes, he smiled in relief. Daniel kept both hands on the wheel, but his shoulders were lower now. Twice on the drive he looked in the rearview mirror, not from fear but from gratitude that he himself did not yet know how to name.

When they reached the apartment, the place looked the same from outside. Same worn steps. Same tired paint. Same old car sitting stubborn and dead where it had failed that morning. Poverty had not vanished with the sunset. The bill notice was still in Rosa’s purse. School would still need attention tomorrow. Arturo’s memory would not return because one holy evening had touched the family. Real life remained real. But hopelessness was no longer speaking with the same authority.

Inside, the apartment felt less hostile than it had before dawn. Maybe because nobody was bracing against one another in the same way. Maybe because truth, once spoken, changes the air. Rosa heated what food they had. Nothing fancy. Rice, beans, tortillas, a little leftover chicken stretched farther than it wanted to go. Mateo set the table without being asked. Rosa noticed and said nothing about it because she understood that fragile things can be damaged by too much attention too early. Arturo sat and told a story halfway correctly about a summer from long ago when Rosa was little and her mother laughed in the kitchen until she had to lean on the counter. Some details were wrong. The heart of it was right. Rosa listened with tears near the surface and did not correct him.

Jesus sat with them at the small table as naturally as if He had always belonged there. No one spoke to Him with ceremony. That was one of the strange beauties of the day. He had not arrived like a performance. He had become the truest presence in each place simply by being Himself. He blessed the meal with quiet gratitude, and for the first time in a long while, Rosa did not eat like someone already fighting the next emergency before the plate was empty. She tasted the food. She saw her son’s face when he smiled once at something Arturo said. She noticed her own breathing. Peace had not erased hardship. It had interrupted its rule.

After they ate, Jesus helped Mateo carry the dishes to the sink. The boy stood there drying a plate with a towel that had seen better years and said without looking up, “Do you really think I can come back from where I am.”

Jesus took the next dish, rinsed it, and handed it over. “You are not too far behind for truth. And you are not too far gone for love.”

Mateo nodded, but he still looked uncertain.

Jesus continued, “Do not build your whole future from what one hard season tells you about yourself. Pain lies about proportion. It tries to make the moment feel final.”

The boy absorbed that. “So what do I do tomorrow.”

“You wake up,” Jesus said. “You tell the truth again. You go where healing requires you to go. You ask for help before shame talks you out of it. And when fear tells you that one bad day defines you, you answer it with something better than your feelings.”

“Like what.”

“The truth.”

Mateo set down the plate and finally looked at Him fully. “That sounds harder than pretending I don’t care.”

“It is,” Jesus said. “And it will also set you free.”

In the other room, Rosa was sitting beside Arturo on the couch. He had begun to drift toward sleep, but before his eyes closed fully, he reached for her hand. “You looked tired this morning,” he said with surprising clarity.

Rosa smiled through the sting behind her eyes. “I was.”

He nodded, then squeezed her hand with more understanding than he had shown all day. “Your mother used to get quiet when she was carrying too much. Not angry at first. Quiet.”

Rosa turned toward him. “Did she.”

He nodded again. “Then she would cry when nobody could see.”

The words undid her because they were true, not about her mother only, but about herself. She had become so accustomed to being the one who held things together that she had mistaken secrecy for strength. Quiet suffering had begun to look noble to her. Necessary, even. But quiet suffering can grow hard edges too. It can make a person unreachable while they are still standing in the middle of the room. Rosa bent and kissed her father’s forehead. “I miss her,” she whispered.

“I know,” he said, and then sleep took him gently.

Later, after Arturo was settled into bed and the dishes were done and the apartment had gone still, Rosa stepped outside with Jesus into the softer night air. The city sounds were lower now. A car door shut somewhere down the block. A dog barked once and then stopped. The heat had eased enough that the darkness felt almost kind. Rosa stood on the small patch of concrete outside her door and looked at the dead car, the thin line of street, the window where she could see Mateo moving around his room. She folded her arms over herself, not from cold, but because the whole day had left her feeling opened up in places she had kept sealed for too long.

“I keep thinking tomorrow is going to crush me all over again,” she said.

Jesus stood beside her and looked out toward the sleeping shape of the neighborhood. “Tomorrow will still ask things of you.”

She laughed softly without humor. “That’s one way to say it.”

“But you do not have to enter it the same way.”

Rosa shook her head. “I don’t even know how to change that. This is just how life has been. One thing after another. Every day something needs money or energy or patience I don’t have.”

“Yes,” Jesus said. “And because you have lived under constant demand, you have begun to believe that urgency is lord over your house.”

She looked at Him.

“It is not,” He said.

The sentence was simple. It did not solve the electric bill. It did not repair the car. It did not erase the years of strain in her body. But it cut through something false that had been ruling her. Rosa had lived as if emergency were the deepest truth in the room. As if pressure had the final word over who she was and how she loved. Jesus was not denying the difficulty. He was dethroning it.

“What do I do when I feel it rising again,” she asked quietly. “The panic. The sharpness. The feeling that if I don’t tighten everything, it’s all going to fall apart.”

Jesus turned toward her fully. “You stop before the fear speaks for you. You come to Me with the truth of what is happening in you before you deliver it to everyone else as force. You ask for help sooner. You let love sound like love again.”

Rosa let that in. There was no accusation in Him. Only a kind of authority so clean it left no bruise. “I don’t want my son to remember me as pressure.”

“Then let him remember your repentance too,” Jesus said.

That was mercy in a form she had almost forgotten existed. Not only permission to fail. Permission to turn, to soften, to become honest enough that love could breathe again in the same rooms where fear had been running loose.

Inside, Mateo had opened his math book and was staring at it with the expression of somebody preparing to try again without much confidence. Jesus stepped back toward the doorway. Rosa watched Him through the screen as He paused beside her son’s chair. He did not give a long speech. He rested one hand lightly on the back of the chair and said, “One line at a time.” Mateo looked up and nodded. That was all. Yet somehow it was enough to change the feel of the room.

A little later Daniel texted Rosa from his own apartment. Not much. Just two sentences. Thank you for trusting me to help. I made the calls I should have made. Rosa read the message twice. Then she answered, Thank you for telling me where he was. I’m glad you told the truth tonight. She had never texted a city bus driver before that day and had no reason to think she ever would again, but lives cross in holy ways sometimes. People become part of one another’s rescue for an hour and are never quite strangers after that.

Near midnight, when the apartment had finally grown quiet enough that even the refrigerator hum seemed loud, Mateo came out of his room and found Rosa at the kitchen table with the unpaid bill still there in front of her. He hesitated, then sat down across from her. “I’m sorry I took off,” he said.

Rosa looked at him and answered with the truth that mattered more than a clean parental victory. “I’m sorry I made home feel like another place you had to hide from.”

He nodded once. Then, after a pause, he said, “Can we call the school together tomorrow.”

“Yes,” she said.

“And maybe ask about tutoring or something.”

“Yes.”

He looked down at the table. “I don’t want to keep sinking.”

Rosa reached across and placed her hand over his. “Then we won’t pretend you’re swimming when you’re not.”

He let out a breath and squeezed her fingers once. It was not a grand reconciliation scene. It was better. It was believable. A new tenderness had entered the house, and because it was real, it did not need to announce itself loudly.

When Jesus finally stepped out into the night again, no one had to ask where He was going. Some presences leave a room and still remain in it. He walked down the quiet street with the calm He had carried all day, past dim windows and sleeping houses and the tired machinery of a city settling into darkness. Tucson was still Tucson. The wounds had not vanished from it. Somewhere a man lay awake over money. Somewhere a woman sat in a hospital chair praying somebody she loved would make it through the night. Somewhere a teenager stared at a ceiling and wondered if his life would ever feel lighter than it did right now. Jesus carried all of that without strain in His face. He had moved through one family’s day in a way they would never forget, but He had not exhausted His compassion on them. Mercy does not run out because it has been used deeply.

He walked until the houses thinned and the city sounds softened. Then He found a quiet place beneath the dark, open sky and knelt in prayer. The night air moved gently around Him. Far off, the city lights glowed like scattered embers in the basin. He prayed with the same stillness He had carried before sunrise, but now the day’s names and faces were gathered within it. He prayed for Rosa, that fear would lose its throne in her heart. He prayed for Mateo, that shame would not shape his future. He prayed for Arturo, that in the fading of memory he would still be held by love deeper than remembering. He prayed for Daniel, that truth would keep opening what fear had locked shut. He prayed for the quiet sufferers spread across the city, the ones whose pain had become so ordinary to them they no longer knew how to describe it. He prayed until the night felt full of the tenderness people rarely see but often survive by.

And while Tucson slept, and while some still cried, and while some still feared tomorrow, Jesus remained there in quiet prayer, present to every hidden ache, carrying with Him the lives of those who had nearly gone unheard.

Your friend, Douglas Vandergraph

Watch Douglas Vandergraph inspiring faith-based videos on YouTube: https://www.youtube.com/@douglasvandergraph

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Financial support to help keep this Ministry active daily can be mailed to:

Vandergraph Po Box 271154 Fort Collins, Co 80527

 
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from Roscoe's Story

In Summary: * Listening now to the Cubs pregame show ahead of tonight's MLB Game between the Chicago Cubs and the Philadelphia Phillies. By game's end I expect to have wrapped up the night prayers, and be ready to head to bed, putting the wrap on a quietly satisfying Wednesday.

Prayers, etc.: * I have a daily prayer regimen I try to follow throughout the day from early morning, as soon as I roll out of bed, until head hits pillow at night. Details of that regimen are linked to my link tree, which is linked to my profile page here.

Starting Ash Wednesday, 2026, I've added this daily prayer as part of the Prayer Crusade Preceding the 2026 SSPX Episcopal Consecrations.

Health Metrics: * bw= 235.78 lbs. * bp= 143/75 (61)

Exercise: * morning stretches, balance exercises, kegel pelvic floor exercises, half squats, calf raises, wall push-ups

Diet: * 06:05 – 1 banana, crispy oatmeal cookies * 07:15 – coffeecake * 08:55 – 1 seafood salad & cheese sandwich * 12:15 – fried chicken, cole slaw, mashed potatoes * 16:40 – 1 fresh apple

Activities, Chores, etc.: * 04:15 – listen to local news talk radio * 05:15 – bank accounts activity monitored. * 05:45- read, write, pray, follow news reports from various sources, surf the socials, nap. * 11:00 – listening to The Markley, van Camp and Robbins Show * 12:00 to 13:30 – watch old game shows and eat lunch at home with Sylvia * 13:40 – started following the Guardians vs Cardinals MLB Game, halfway through, score is tied 1 to 1 in the bottom of the 4th inning * 15:17 – And the Cardinals win, 5 to 3. * 15:25 – listening now to Chicago sports talk on 104.3 The Score, the exclusive audio home of the Chicago Cubs, ahead of tonight's MLB Game between the Cubs and the Philadelphia Phillies. Opening pitch for this game is approx. 2 hrs. away.

Chess: * 10:30 – moved in all pending CC games

 
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from 💚

Our Father Who art in Heaven Hallowed be Thy name Thy Kingdom come Thy will be done on Earth as it is in Heaven Give us this day our daily Bread And forgive us our trespasses As we forgive those who trespass against us And lead us not into temptation But deliver us from evil

Amen

Jesus is Lord! Come Lord Jesus!

Come Lord Jesus! Christ is Lord!

 
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from 💚

Count your blessing Each by one In feral truth, a standard of love Quest for worth- This isle and vase The dearest win Of home in Heaven And finding Whale- by ransom The bitter edge- will hold you near To telegraph and pod Mercy for days The sinewy nest With nearest war- to grave you And caution when- you lift to prose And Whale to protect In the Earth’s own heaviest waters A chain went up At random tide The mercy blowing high In truth we met In solemn day The Eucharist will find us first To Gottingen- and paying mire The Earth will have its tree And judgement come In plastic place We’ll blast the shore- in ecstasy.

 
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