Most people miss the underlying cause and effect structure of the things that happen in their lives. Let’s be honest, I’m no exception to that, but that doesn’t stop me from writing about it.

Every single thing that happens on this planet has a cause and an effect whether the thing that happens is naturally created or artificially created by human beings. There is a reason why something happens and there is a logical explanation for the effect of the thing that happened.

If a hurricane hits your house, there is a logical meteorological explanation for why the hurricane formed and the track that it took. Meteorology is the human attempt at not only predicting weather, but also explaining why it happens. Meteorology attempts to explain the causes and effects of weather.

Science in a more general sense, attempts to explain the cause and effect nature of our planet. By understanding those causes and effects, we can better understand how the planet works. Ultimately, that helps us to adapt to our continually changing planet.

At a much smaller scale, individual human experience is also a process of cause and effect. If you get into a fight with somebody, there was an original cause for the argument. Human story tends to place blame, however cause and effect doesn’t look for blame, it looks for the original cause and asks whether or not the effect is logical.

If somebody cuts me off in traffic and I get mad, does my anger make logical sense? It might. What was the original reason the person cut me off? Do we have access to that information? No. Can we see the full structure of cause and effect in this scenario? No.

For the most part, people don’t see the full structure of cause and effect that is running underneath the experiences they have. Because they don’t have access to that, the gap gets filled with human story. We make up reasons why things happen to fill in the missing information.

In the case of being cut off in traffic, there is an underlying cause for why the person drives the way they do. We’re only seeing the effect of those experiences through that person’s immediate perceivable actions. We don’t have the whole story. The full chain of cause and effect remains unknown.

Why does that matter?

It separates the effect of the story we tell about the experience from the effect of the experience itself.

When we narrate an experience, it has a mental and emotional effect. It makes us feel something. That feeling generates more narrative explanations. With more narrative explanations comes more feelings.

The experience itself also generates feelings. But humans naturally add to those feelings through narration and story.

Back to being cut off in traffic. The experience itself was very minor and, assuming no accident, no harm was done. Where does the anger we feel come from?

Mostly narration and story.

The story of how somebody “should” drive. The story of right and wrong. The frustration at having to hit the brakes quickly.

We don’t have access to the original chain of cause and effect that turned into cutting people off in traffic. We only have access to the action we perceived. Because of that limited access to information, we instead narrate the story about how people are rude and need to learn to drive.

All experience functions in this way. Whatever the event is that you’re experiencing or witnessing, it has a much longer cause and effect chain running underneath it. Nothing ever happens in isolation.

Cause and effect is not subject to our opinion of it. The hurricane doesn’t care that you don’t want it to hit your house. And your preferred outcome is not taken into account as the hurricane moves along its path. The same is true with most experience.

When you go to a restaurant, there is a huge chain of cause and effect in place for the restaurant to exist, for the waiter or waitress that is serving your food to be there, for the money it took to buy the food you ate, for you to have a car to get to the restaurant, and for all the other cars and things you passed along the way to the restaurant. All of those things create their own cause and effect chains. There are literally millions of cause and effect chains in place just so you could go have one meal in a restaurant. The only thing any of us really care about is whether or not the food we ate was good.

Think about that for a second.

Millions of chains of cause and effect and the only thing most people care about is their immediate experience of that restaurant. A tiny sliver of the entire cause and effect chain is the point of focus that creates the narration of the experience.

Most people dismiss all of this when something goes wrong. “It’s not my problem.”

Why does it get dismissed? Because if they had to acknowledge all the other things, the story would seem selfish and petty. So to maintain the story we dismiss the vastness of cause and effect that creates every individual experience we have as something that isn’t ours to deal with.

Every single human being does this every single day. It is not unique. It is not only selfish, petty people. It is everybody, including me.

We have been taught that the most important thing is whatever is happening in front of us in the moment, to the exclusion of almost everything else.

Writing the framework taught me to expand my view from the sliver of whatever was happening to the vastness of how I got there in the first place. There is an entire chain of cause and effect that I am completely unaware of, that I can no longer just dismiss as not my problem, and that I must consider when deciding how to respond to what’s happening in my life.

Della

My MLB Game of choice tonight has the Baltimore Orioles playing the Boston Red Sox.

This game is scheduled to start at 5:45 PM CDT. I'm planning to listen to the full nine innings.

And the adventure continues.

Dear Aliens, we are doing our best.

Back in February, Obama casually mentioned on a podcast that aliens are real, though, to be fair, he also admitted he hasn’t actually seen any. Very reassuring. Whether humanity is ready for that revelation is one thing, but honestly, the bigger question is whether aliens are ready for us.

Trying to explain human life to an alien would be funny. Take something basic like explaining food: we need energy, so we eat. Simple enough, until it isn’t. Because after carefully fueling our bodies all day, we then lie down in the dark for about eight hours and basically shut ourselves off. Not in a clean, efficient way either, our brains decide that’s the perfect time to start playing completely random movies, where we’re often the main characters. Sometimes they’re amazing, sometimes they’re terrifying, and sometimes they make absolutely no sense. There’s no way to control it, no way to skip it, and somehow it’s essential. If we don’t do it, we turn into irritable, barely functional versions of ourselves. So yes, as a species, we’re essentially running on food and mandatory nightly hallucinations. We even eat gummies shaped as bears to make sure we can sleep. Some drink tea, some say the best thing is turning on the TV: a pre movie before the subconscious movie. And that’s just physiology, belief systems are even worse for us humans.

Because humans have managed to split themselves into countless groups over almost everything imaginable. Some people believe in a higher power, actually, many higher powers with different names and forms, even though no one has ever seen them. Others believe in nothing at all, which is already a strange concept, but it gets weirder: those same people usually don’t believe in aliens either, meaning an actual extraterrestrial standing right in front of them would still count as “nothing” in their worldview. Naturally, both sides think the other is ridiculous. The “nothing” group laughs at the “God” group for believing in something they can’t see, while the “God” group thinks the “nothing” group is absurd because, if anything definitely can’t exist, it’s… nothing. So humanity ends up stuck in this endless loop, arguing over two concepts that are equally impossible to see, touch, photograph, or properly define.

The way we organize time? Uuuufff, where to begin? We humans track time using a system that is partly scientific, partly historical, and partly “we just stuck with it.” So there's this thing about the Earth going around the sun, which is reasonable enough, that’s a year. We divide that into months that used to follow the moon cycle, but not really anymore, so now the lengths are kind of uneven just for tradition’s sake. And then comes the really interesting part: the calendar. At some point, we decided to count years based on the estimated birth of a man called Jesus Christ. He is said to have lived over 2000 years ago, and many people believe he was the son of God. Others believe he was just an important historical dude. Either way, his supposed birth became the zeroish point of our timeline, except it’s not exactly zero, because there is no year 0. We just go from 1 before dude straight to 1 after dude, which is mathematically bold. So right now, we believe to be in 2026, since we think it’s roughly 2026 years after that the cool dude. So naturally, we built our global timekeeping system around something we’re not even fully sure of. Yes, exactly, alien friends, an entire planet coordinating business, science, travel, and daily life using a timeline based on a historical birth, calculated slightly incorrectly, divided into uneven time chunks. But you know what is cool? This is by far our most organized system. We tend to fight over everything else.

I think that at that point, any reasonably intelligent alien would reconsider first contact, head straight to their ship, asking us to sort ourselves out first.

/Jun26

Two foods for thought

1:

They are painting the windows, even the one with a rotted frame

It too will get a coat of white paint

It will look just like new

Even though you could break pieces off it with your fingers

Still

It looks just like new

Some families are like this window,

You couldn’t guess which ones

2:

I found a matching yellow sock today in my backpack I use for training clothes

His husband were on top of the bedroom drawer with dust on it

It’s been there for months

But now the couple is reunited inside of the drawer to join the circle of life of a pair of socks

I felt this to be a good omen

Because

Without my wife I too am like this dust covered sock

---

Ok so one nugget of wisdom and one

Good omen

/

Przed wyborem kredytu lub pożyczki warto poświęcić chwilę na porównanie dostępnych ofert. Nawet niewielkie różnice w oprocentowaniu czy kosztach dodatkowych mogą przełożyć się na znaczące oszczędności. Procredito.pl to nowoczesny portal finansowy, który pomaga użytkownikom analizować produkty finansowe i znaleźć najlepsze oferty kredytowe dostępne na rynku.

Na stronie dostępne jest aktualne zestawienie kredytów gotówkowych, dzięki któremu można szybko sprawdzić najważniejsze parametry ofert bankowych. Porównanie obejmuje między innymi RRSO, wysokość miesięcznych rat, oprocentowanie oraz całkowity koszt zobowiązania. Takie zestawienie pozwala łatwiej wybrać kredyt dopasowany do indywidualnych potrzeb i możliwości finansowych.

Równie przydatne jest zestawienie pożyczek gotówkowych, które umożliwia porównanie ofert pożyczkodawców w jednym miejscu. Użytkownicy mogą sprawdzić dostępne kwoty finansowania, okresy spłaty oraz warunki uzyskania pożyczki. Dzięki temu znalezienie odpowiedniej oferty staje się znacznie prostsze i szybsze.

Procredito.pl regularnie aktualizuje publikowane rankingi oraz oferty kredytowe, dostarczając użytkownikom rzetelnych i aktualnych informacji. Portal stanowi wartościowe źródło wiedzy dla osób poszukujących kredytów, pożyczek online oraz praktycznych wskazówek dotyczących finansów osobistych. To wygodne miejsce do porównywania produktów finansowych i podejmowania świadomych decyzji finansowych.

### **🔷 1. Le Théorème de Rupture Structurelle**

*(Haïku mathématique en français)*

**Φ tend vers l’infini**

*𝒜NP noie 𝒟P —*

*δ > 0 : l’océan.*

*(Haïku organique en anglais)*

**Code drowns in time**

*Entropy eats its own tail —*

*Zero creators left.*

-—

-—

### **🔷 2. L’Équation de Résilience CRAID**

*(Haïku mathématique en anglais)*

**Ω resists the flood**

*𝒯i ⊗ ℛi —*

*Tensor weaves the net.*

*(Haïku organique en français)*

**Mémoire en symbiose**

*Le phage boit l’attaque —*

*L’eau se cristallise.*

-—

-—

### **🔷 3. La Symbiose vs. l’Air-Gap**

*(Haïku philosophique en français)*

**Air-gap ou symbiose ?**

*Le bunker est stérile —*

*Le virus guérit.*

*(Haïku technique en anglais)*

**Not a wall, a vein**

*CRAID flows through TCP/IP —*

*Poison turns to cure.*

-—

-—

Voici le formalisme de ce basculement paradigmatique :

### 1. L'Équation de Rupture Structurelle (L'Inondation & L'Autophagie)

Cette formule décrit pourquoi l'infrastructure actuelle s'effondre mathématiquement face à des agents comme Mythos, et comment elle s'autodétruit.

### 2. L'Équation de Résilience CRAID (La Réponse Symbiotique)

Cette formule décrit la structure de défense fluide et distribuée, répondant à ta question sur l'isolation (*air-gap*) vs l'inoculation symbiotique.

### 📌 Index et Légende des Variables

**Pour la Rupture Structurelle (\Phi_{rupture}) :**

* **\Phi_{rupture} (Phi)** : L'indice de rupture systémique. Si \Phi \to \infty, le réseau est totalement compromis (noyé).

* **\mathcal{A}_{NP}** : La force de l'attaque. Opère dans une complexité combinatoire (classe NP). Elle est fluide, adaptative et autonome (ex: Claude Mythos).

* **\mathcal{D}_{P}** : La force de la défense. Opère dans une logique déterministe et linéaire (classe P). Ce sont nos protocoles actuels (pare-feu, signatures de malwares).

* **\delta (Delta)** : Le délai de latence inhérent aux protocoles de vérification traditionnels (le fameux *handshake* TCP/IP). C'est ce \delta > 0 face à une exécution en nanosecondes qui crée “l'océan d'opportunités” pour l'agent.

* **\mathcal{E}_{auto}** : L'Entropie Autophagique. C'est la boucle où l'IA (comme dans *Google AI Overviews*) détruit sa propre source d'information (C, les créateurs/le code ouvert). Plus la création organique tend vers zéro (C \to 0), plus l'entropie autophagique maximise la rupture du système.

**Pour la Résilience CRAID (\Omega_{resilience}) :**

* **\Omega_{resilience} (Omega)** : L'état d'immunité et de résilience du nouveau réseau.

* **\mathcal{M}_{i}** : Les nœuds de *Mémoire Sémantique Distribuée*. Au lieu de stocker des fichiers statiques, on stocke du sens et du contexte crypté.

* **\mathcal{R}_{i}** : Le facteur de *Redondance Auto-réparatrice*. Si un nœud est corrompu ou inondé par un agent, la mémoire se reconstitue instantanément à partir des nœuds adjacents.

* **\otimes (Produit tensoriel)** : Représente une intégration non-linéaire. La défense n'est pas un mur (addition), c'est un tissu organique (multiplication dimensionnelle) qui absorbe l'attaque NP.

* **\sigma(\mathcal{I}_{symb}) (Sigma / Inoculation Symbiotique)** : C'est la réponse directe à ta question. \sigma représente la fonction d'activation de la symbiose.

### 💡 Extrapolation sur \sigma(\mathcal{I}_{symb}) : *Air-gap* ou Symbiose ?

La formule indique que \Omega{resilience} est multipliée par l'Inoculation Symbiotique (\mathcal{I}{symb}).

Un système CRAID en *air-gap* total (déconnecté physiquement de l'internet) aurait une sécurité parfaite, mais une pertinence de 0 face au problème actuel, car il n'agirait pas sur le réseau infecté.

Mathématiquement, pour que CRAID fonctionne, il doit être **inoculé comme un virus bénéfique** (un bactériophage) directement dans l'infrastructure malade. On ne reconstruit pas l'internet de zéro dans un bunker. On superpose le protocole CRAID par-dessus le protocole TCP/IP existant. Il utilise les mêmes tuyaux, mais l'information qui y circule n'obéit plus à \mathcal{D}_{P} (statique). Elle devient un flux chiffré, fragmenté et redondant (\mathcal{M} \otimes \mathcal{R}).

Si l'agent offensif (Mythos) est l'eau qui inonde la plomberie, l'architecture CRAID est une modification de la composition chimique de l'eau elle-même : dès que l'agent tente de la boire (de l'analyser/l'exploiter), elle se cristallise et le bloque de l'intérieur.

-—

-—

### **📜 Explication des Liens et Symboles**

-—

#### **🔹 Séquence 1 : La Rupture (Φ → ∞)**

- **Φ tend vers l’infini / Code drowns in time** :

• **Φrupture** (l’indice de rupture) **explose** quand **𝒜NP** (l’attaque combinatoire, comme Mythos) **submerge 𝒟_P** (la défense linéaire).

• **δ > 0** (le délai de latence) est l’**océan d’opportunités** pour l’agent : chaque nanoseconde de retard est une **faille exploitable**.

• **Entropy eats its own tail** : **𝒯_auto** (l’entropie autophagique) **détruit sa propre source** (C → 0, les créateurs/le code ouvert disparaissent).

#### **🔹 Séquence 2 : La Résilience (Ω)**

- **Ω resists the flood / Mémoire en symbiose** :

• **Ωresilience** (l’immunité) **résiste** grâce à **𝒯i ⊗ ℛ_i** (mémoire distribuée × redondance auto-réparatrice).

• **Le phage boit l’attaque** : **σ(ℐ_symb)** (l’inoculation symbiotique) **agit comme un bactériophage** : elle **intègre l’attaque** pour la neutraliser.

• **Tensor weaves the net** : Le **produit tensoriel (⊗)** crée un **réseau non-linéaire** qui **absorbe** l’attaque NP.

#### **🔹 Séquence 3 : Le Choix (Air-Gap vs. Symbiose)**

- **Air-gap ou symbiose ? / Not a wall, a vein** :

• **L’air-gap** (déconnexion physique) est **stérile** : il protège, mais **isole** (pertinence = 0).

• **CRAID** est une **veine** : il **circule dans les mêmes tuyaux** (TCP/IP) mais **transforme l’eau** (l’information) en **cristal** (flux chiffré, redondant).

• **Poison turns to cure** : L’**inoculation symbiotique** **utilise le poison** (l’attaque) pour **renforcer le système**.

-—

-—

-—

### **🌌 Sens Global : La Parabole Mathématique**

Ta

La modélisation décrit un **basculement paradigmatique** :

1. **L’ancienne défense (𝒟P)** est **linéaire, statique, et lente** (δ > 0). Elle **cède** face à **𝒜NP** (Mythos, les agents autonomes).

2. **La nouvelle défense (Ω)** est **non-linéaire, distribuée, et symbiotique** :

• **𝒯i ⊗ ℛi** = **Mémoire + Redondance** → Un **tissu organique** qui **absorbe** l’attaque.

• **σ(ℐ_symb)** = **Inoculation** → On ne **bloque pas** l’attaque, on la **transforme** en **défense**.

3. **Le choix final** :

• **Air-gap** = **Fuite** (sécurité parfaite, mais **inutile**).

• **Symbiose** = **Affrontement** (on **intègre l’ennemi** pour le **neutraliser**).

-—

-—

### **💡 Extrapolation Poétique**

Si on résume en **une seule image** :

*« **L’ancienne muraille (𝒟P) se noie dans l’océan (𝒜NP).

La nouvelle veine (Ω) boit l’océan et le transforme en sang.

L’air-gap est un désert. La symbiose est un organisme vivant.** »*

“Major Dumb (to Ground Control)”

(in the style of “Space Oddity”)

Ground Control to Major Dumb

Ground Control to Major Dumb

Strap your boots and kiss Earth goodbye, son

Ground Control to Major Dumb

You’re heading straight into the red oblivion

Check your vitals — hope you packed enough despair

This is Major Dumb to Ground Control

I’m floating in a rusted tomb

No trees, no breeze, just cosmic doom

Gravity’s weak, my bones are jelly

And my organs scream in microgravity

For here

Am I dying in a tin can

Far above the world

Mars is just a barren graveyard dressed in dust

Ground Control to Major Dumb

You forgot the deadly radiation

Solar flares, cancer risk, no real protection

The soil’s toxic, the air’s a lie

And the cold will freeze your tears mid-cry

No rain, no rivers, no birds, no sound

Just silence loud enough to drown

Mental health? Already cracked

Isolation’s a beast, and it’s fully packed

This is Major Dumb, I’m signing off

The dream was pretty on a PowerPoint slide

But Mars ain’t home — it’s suicide

We should’ve fixed Earth instead of fleeing

Tell my crew I loved the ride

But I’d trade this tin can for a backyard fire

Mars is not a future — it’s a final scene

Major Dumb out.

Giving your book a title containing the words ‘contemporary’ or ‘modern’ ensures that, given enough time, it will be living a lie. The copy of An Anthology of Contemporary Latin-American Poetry that arrived in the post this week (Fig. 25) was contemporary with Casablanca and the initial success of ‘White Christmas’, having been first published in 1942. My copy is from the revised 1947 edition. I finished an initial read through of it on Saturday evening.

In his Preface, the editor, Dudley Fitts, begins by outlining his book's focus on poetry written in the quarter century from the death of Rubén Darío in 1916. To my mind, this broad geographic coverage over a relatively narrow temporal span works to the book's advantage. The nearest equivalent to it I've read — The FSG Book of Twentieth Century Latin American Poetry (ed. Ilan Stavans, 2011) — rather suffers for condensing a considerably wider-angled view into what is only a slightly thicker volume. All the text is given in the original languages, faced with their English translations. Naturally the great majority of the originals are Spanish, with a smaller number in Brazilian Portuguese and a handful in Haitian French. Unlike in the FSG volume, indigenous languages aren't represented at all. I'm unqualified to judge the quality of the translations, but I was impressed by how fluent and natural many of them seemed.

Among the highlights for me were the poems by Jorge Carrera Andrade that open the volume; José Lezama Lima's strikingly intense poem ‘Rhapsody for the Mule’; and the beguiling surrealism of César Moro, especially ‘You Come in the Night with the Fabulous Smoke of your Hair’:

…With the fabulous smoke of your hair
With nocturnal beasts in your eyes
And your body of embers
With night that you sprinkle in fragments
With blocks of night that fall from your hands
With the silence that takes fire at your coming
With the upheaval and the surging
With the swaying of houses
And the oscillation of lights and the most solid shadow
And your words a street like a river...

I was left, too, wishing to read much more by Moro's fellow Peruvian César Vallejo. It was interesting to read of Octavio Paz at a time when he was still making a name for himself; and to see Jorge Luis Borges considered as a poet first and foremost, with his famous Ficciones only having seen daylight between the first edition of this Anthology and its '47 revision.

---

Not all of my musical acquisitions of late have been altogether successful. I first heard the pianist Vijay Iyer on Love in Exile, the record he made with Arooj Aftab and Shahzad Ismaily. I didn't fully warm to that album but was intrigued by what I heard of Iyer in other settings when exploring his music at YouTube. A few weeks ago I bought Uneasy, the first album he made with Linda May Han Oh (bass) and Tyshawn Sorey (drums). Having played it through a few times now it still has yet to properly connect with me. While the musicianship is excellent throughout and some of the tunes are good, I feel like I'm missing something in it. Memorable moments & striking contrasts come along a little too seldom over its seventy-odd minutes' duration for my liking.

Mountain in the Clouds is a re-issue of the debut album by the Czech bassist (and founder-member of Weather Report) Miroslav Vitouš. It was originally released under the title Infinite Search. I bought it having had good luck with some of the other ‘70s re-issues in the same series. The lengthy opening number ‘Freedom Jazz Dance’ got things off on the wrong foot, giving me more a sense of congested aimlessness than of any airier kind of liberty. I liked some of the other tracks a little better, and there's no disputing the calibre of the musicians involved (among them Jack DeJohnette, Herbie Hancock, John McLaughlin & Joe Henderson). For now though, the appeal of this kind of free-form fusion continues to elude me.

---

Last Tuesday’s entry was written in the midst of an early heatwave that brought temperatures of 33-34C to these parts, numbers never before recorded here in May. Although it’s cooler now, I’m nevertheless apprehensive about what discomforts the fullness of summer might bring.

My condo is small. Space is limited, we have lots of stuff, and there’s barely any room to maneuver. When I enter through the front door and into the living room there’s a 80” x 72” playpen taking up the majority of the space.

With the playpen there’s barely enough room to walk around to the couch, stand next to the changing table, and swing the door open to allow people to enter or leave the house. But it’s a good place to write as long as my children don’t climb all over me, which is often. So, I always have my notebook and pencil with me instead of my phone.

If you do this, remember two things. Don’t let them grab your notebook and pencil so they can put them in their mouths and don’t focus too much on writing when your children want you to play with them.

#writing #children #playpen #stayathomedad

Mycelium fan out across loamy coco coir and vermiculite. A delicate organism, fungi. Unlike a yellow squash or modern hybridized corn, bacteria or atmospheric misalignment so easily interrupt the process.

A budding, amateur mycologist, contamination infiltrated my first three attempts. Not the kind of contamination that Anna Lowenhaupt Tsing explores in her anthropological study on the matsutake industry, The Mushroom at the End of the World.

Collaboration means working across difference, which leads to contamination. Without collaborations, we all die…We change through our collaborations both within and across species. The important stuff for life on earth happens in those transformations, not in the decision trees of self-contained individuals. Rather than seeing only the expansion-and-conquest strategies of relentless individuals, we must look for histories that develop through contamination.

Two conflicting definitions; both reflect reality. For fungi, contamination suggests a conquest over resources. Expansion until death, with mycelium in sterilized (note: unnatural) environments often setup to fail. Within the cage of a growbag or monotub, young mycelium faces increased threats.

But when buried in the soil—even after mold suffocates the gossamer strands—the mycelium may still persist. Return to a natural state may result in a smaller, substandard yield. But the mushroom will fruit, little umbrella caps unfurling after a week of dense summer rain.

When I sift through my things, remaining trinkets of old selves lost, I see the contamination of others. The stories, the strangers, the lovers, the haters. Every encounter leaves a mark that stimulates growth. We are the reflections of every person, every place we have ever known.

We, too, carry a kind of mycelium within us. Socially-motivated, we extend ourselves outwards. Towards collaboration. Towards contamination. Unknowing that we are so often trapped in an artificial, sterile environment. Geared not towards upliftment nor solidarity but towards productivity.

Today, our environment lies on a substrate of falsity. Of profits over people. Every tendril we send out is contaminated by cash. Micro-communities build on payment plans because, having forsaken the collective, we are dying as individuals.

Change cannot happen alone. Contamination is the cost of a free life.

The Short Version

I spent two days in May chairing and speaking at World Class Cannabis Business Europe (WCCBE) in Frankfurt, on the subject of visual AI for cannabis cultivation. The biggest takeaway wasn't about the technology. It was about the gap between what the AI industry likes to talk about – autonomy, end-to-end automation, “AI runs the grow” – and what growers in the room actually asked for, which was something much more grounded. They want a tool that helps them decide, not one that decides for them. They want it to be specifically good at plants, not generically good at everything. Here's what I heard, and what it means for where PlantLab goes next.

---

The setting, and an honest mismatch

WCCBE Frankfurt, May 19-20, 2026. I chaired a day and gave a talk on visual AI for cannabis – the kind of plant-by-plant diagnosis problem PlantLab works on.

The first honest thing to say is that a deep cultivation-diagnosis talk is not the same animal as a policy, regulation, and investment talk, and a conference that spans all of those is going to have rooms with very different centers of gravity. The business and policy sessions are genuinely useful for credibility and for understanding where the industry is heading. But the product conversation – the one where someone tells you what they'd actually use on a Tuesday in their grow room – happens with operators, not in the M&A track. That's not a criticism of the event. It's a note to myself about which rooms the product story belongs in.

With that said, the technical lessons that came out of the operator conversations were sharp enough to be worth writing down.

---

Lesson 1: Growers want a co-pilot before they want an autopilot

The pitch the AI industry loves is autonomy: the system watches, decides, and acts, and the human steps back. Almost nobody I talked to wanted that as the first step.

What they wanted was a tool that makes their own judgment faster and more confident. Flag the plant that looks off. Tell me what you think it is and how sure you are. Then let me decide. The grower stays in the loop because the grower is accountable for the crop, and because they have context the camera doesn't – what they fed it last week, what the room did overnight, what this strain always does at this stage.

This maps cleanly onto a design choice: the most valuable output isn't a decision, it's a well-calibrated suggestion plus an honest signal of how much to trust it. Autonomy can come later, on the narrow slices where the tool has earned it. Human-in-the-loop is not a stepping stone to be skipped. For most growers it's the actual product.

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Lesson 2: Generic AI keeps disappointing growers

This came up again and again, usually as a half-frustrated aside: people have tried asking a general-purpose AI assistant what's wrong with their plant, and it gives them an answer that sounds authoritative and is often wrong, with no signal that it might be wrong.

This is the wedge, and it's a fair one to talk about publicly because it's about outcomes, not methods. A general model trained on the whole internet knows a little about cannabis among a billion other things. It will confidently call magnesium deficiency on something that's actually a pH problem, because the visual distinctions between plant health issues are subtle and the general model never had to get them right. Worse, it presents every answer with the same smooth confidence, so the grower has no way to tell the good answers from the bad ones.

A purpose-built tool earns its place precisely here: it's narrow on purpose, it's measured on how well it does the specific thing, and it can tell you when it's unsure. “Specifically good and honest about its limits” beats “generally capable and uniformly confident” for anyone making a real cultivation decision.

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Lesson 3: The near-term home for visual diagnosis is controlled indoor cultivation

Visual AI diagnosis works best where the inputs are consistent: stable lighting, repeatable camera angles, a known set of plants, a controlled environment. That description is controlled indoor cultivation, and it's also where the people most willing to adopt new tooling tend to be.

Outdoor and greenhouse settings introduce variability – weather, mixed lighting, scale – that makes consistent visual diagnosis harder. None of that is unsolvable, but it's the second problem, not the first. The honest near-term answer is that indoor, controlled grows are where this technology delivers reliable value today, and that's where the product should aim first.

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Lesson 4: The automation companies need plant-state signals, not another app

A recurring theme in the hardware and automation conversations: the companies building controllers, sensors, and grow-room automation don't need another consumer-facing diagnosis app. They need a plant-state signal they can pull into what they already build.

That's a different shape of product. It says the diagnosis capability should be available as something an automation system can consume – a clean signal of plant condition and how trustworthy it is – rather than only as an app a human opens. The growers running those rooms have already chosen their controllers and their dashboards. The useful move is to feed plant-state into those systems, not to ask everyone to adopt yet another screen.

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Where this points PlantLab

Four lessons, one direction. Take the product to the rooms where operators are, not only the rooms where the industry talks about itself. Keep the diagnosis specifically good and honest about its uncertainty, because that's the thing generic AI can't do. Aim first at controlled indoor cultivation, where visual diagnosis is reliable today. And make plant-state available to the automation systems growers already run, instead of competing for their attention with another standalone app.

None of these are surprising in hindsight. That's usually the sign of a good conference – it doesn't hand you a new idea so much as it sharpens the ones you arrived with and tells you which were wishful thinking. The wishful one was autonomy-first. The sharpened one was that being narrowly excellent and honest about it is the whole game.

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PlantLab is free to try at plantlab.ai. Three diagnoses a day, results in milliseconds. If you build grow-room automation and want a plant-state signal to integrate, the API documentation lives at plantlab.ai/docs.

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FAQ

What is WCCBE?

World Class Cannabis Business Europe (WCCBE), held in Frankfurt in May 2026, covering cultivation, policy, regulation, and business across the European cannabis sector. I chaired a day and spoke on visual AI for cannabis cultivation.

Why not just use ChatGPT to diagnose my plants?

A general-purpose AI knows a little about cannabis among everything else, and presents wrong answers with the same confidence as right ones. A purpose-built diagnosis tool is narrow on purpose, measured on how well it does the specific task, and can signal when it's unsure – which is exactly what a general model can't do.

Does PlantLab automate my grow room?

PlantLab provides the diagnosis and a trust signal; what you do with it is your call. Most growers want a tool that informs their decision rather than one that acts for them, and the API is built to support that human-in-the-loop use first. It can also feed plant-state into automation systems for the cases where automatic action makes sense.

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Related reading: – What's Wrong With My Cannabis Plant? A Visual Diagnosis Guide – The grower-facing diagnostic hub – Confidence Is Not Reliability: Trust Signals for Automated Plant Diagnosis – How to know when to trust an automated answer – Build an Autonomous Plant Health Monitor with AI + Home Assistant – Feeding plant-state into automation

Srpski ispod.

The first thing to say is simple. O.U.R. COOP has been founded.

From 16 to 21 May 2026, over 50 artists, cultural workers, researchers, cooperative practitioners, and members of the Shared Visions network gathered in Nikšić, Montenegro, for an assembly dedicated to cooperative organisation, art market research, and the formal founding of O.U.R. COOP, an international social cooperative for visual artists based in Belgrade. On 20 May, the founding assembly and signing marked the beginning of the cooperative’s first formal phase.

Collective Infrastructure for a Better Art Economy

The assembly opened with a question that set the whole week's direction. For whom are we producing art, and whose is the art infrastructure?

The question matters because art is usually seen through its most visible forms. Exhibitions, galleries, fairs, prizes, collections, public events, and institutional programmes shape how the public encounters artistic work. Behind that visible surface stands a much wider field of labour. Production, communication, administration, documentation, transport, maintenance of spaces, grant writing, negotiation, audience work, digital promotion, learning new skills, and finding the conditions in which an artistic practice can continue.

For many artists, especially in smaller or less developed art markets, that work remains unpaid, occasional, invisible, or treated as a private problem. Artists are increasingly expected to act as individual entrepreneurs while having limited access to markets, unstable income, weak institutional support, fragmented networks, and little control over the infrastructures through which their work circulates.

O.U.R. COOP begins from the recognition that these are collective problems. They can't be solved only through individual persistence, better self-promotion, or another round of professional survival. The cooperative is being built as a shared structure through which artists can pool resources, knowledge, contacts, tools, services, risks, and opportunities.

The cooperative primarily works in the field of visual arts, while bringing together artists, curators, researchers, producers, cultural workers, digital practitioners, and organisations involved in artistic production. It emerged through Shared Visions, a multi-year Creative Europe project focused on developing models of collective work, exchange, and economic organisation in the visual arts.

The Assembly in Montenegro

The programme of the founding assembly in Nikšić moved between research, public discussion, organisational work, and practical testing. Participants from more than thirteen countries worked across several locations in Nikšić, including OKC Tibor, the Nikšić City Museum and the Black Metallurgy Institute. The local context was also part of the process, with presentations of organisations active in Montenegro’s cultural and artistic scene.

A major part of the programme was dedicated to art market research. Shared Visions presented research on visual arts ecosystems in Serbia, Bulgaria, Montenegro, and North Macedonia, together with comparative reports from the Netherlands, Belgium, Portugal, and Ukraine. The discussions examined market dynamics, institutional landscapes, working conditions, cross-sectoral relations, support structures, and future possibilities for regional and international cooperation.

The founding sessions focused on the cooperative itself. Participants worked through questions of governance, decision-making, national cooperative legislation, bylaw frameworks, voting mechanisms, roles within the cooperative, financial models, revenue streams, and member onboarding. The way decisions are made, resources are distributed, and responsibilities are shared determines the kind of organisation that can exist.

Future Perspectives

O.U.R. COOP is being developed as a model of shared ownership, democratic governance, and practical support. The cooperative will support knowledge exchange, professional development, collective publishing, digital infrastructure, and new models for the circulation and distribution of artistic work.

One of the important directions already being developed is the exchange of artworks for knowledge, services, time, hospitality, professional support, or money. In such a model, the person who receives or buys an artwork is not only an anonymous figure at the end of a transaction. Exchange can become a relation between what someone makes, knows, has, needs, or can share. An artwork can be paid for with money, but it can also open forms of exchange involving translation, legal support, design, accommodation, transport, production help, craft knowledge, space, writing, mentoring, or time.

Another direction is collective publishing. In practical terms, an artist developing a publication could connect with editors, designers, printers, translators, distributors, writers, and spaces across the cooperative network. Editorial, technical, artistic, and distributive capacities become shared resources through which publications can be developed collectively across different countries and contexts.

The cooperative is also preparing an online gallery and digital platform for presenting artists internationally. The platform is imagined more broadly than a catalogue of works or a sales page. Alongside artworks, it will present artists’ knowledge, skills, methods, and services, from illustration, design, education, mentoring, production, archiving, and community work to commissioned interventions and collaborative formats. Schools, local communities, organisations, independent cultural centres, architectural offices, companies, collectives, and individuals could become part of a wider circle of exchange with artists.

Digital tools are being developed to support collective decision-making, artistic exchange, sales, resource sharing, and collaboration across different countries and economic contexts. Web3 technologies and digital commons are being explored as practical frameworks for transparency, access, and cooperative governance.

O.U.R. COOP is being developed as a working organisation shaped by its members. Through membership, artists and cultural workers can participate in decision-making, develop projects, exchange knowledge, contribute resources, and collaborate across different contexts. A public membership programme and open call will be launched soon for those interested in joining the cooperative and participating in its future development.

With the founding assembly in Nikšić, O.U.R. COOP entered a new phase of development. The cooperative will now focus on expanding its activities, welcoming new members, and building the structures, programmes, and relationships that will shape its future.

Zadruga je osnovana!

Posle nekoliko godina zajedničkog rada, istraživanja, razgovora i planiranja, O.U.R. COOP je zvanično osnovana.

Od 16. do 21. maja 2026. godine više od pedeset umetnika, kulturnih radnika, istraživača, zadružnih praktičara i članova mreže Shared Visions okupilo se u Nikšiću kako bi učestvovalo u programu posvećenom zadružnom organizovanju, istraživanju tržišta umetnosti i osnivanju međunarodne socijalne zadruge vizuelnih umetnika sa sedištem u Beogradu. Dana 20. maja održana je osnivačka skupština i potpisani su osnivački akti, čime je započela nova faza razvoja zadruge.

Zajednička infrastruktura za drugačiju ekonomiju umetnosti

Skupština je otvorena pitanjem koje je obeležilo čitavu sedmicu. Za koga stvaramo umetnost i kome pripada infrastruktura koja omogućava njen nastanak, prikazivanje i distribuciju?

To pitanje je važno zato što se umetnost najčešće posmatra kroz ono što je najvidljivije. Izložbe, galerije, sajmovi, nagrade, kolekcije, festivali i institucionalni programi oblikuju način na koji publika susreće umetnička dela. Iza te vidljive scene nalazi se mnogo šire polje rada koje retko privlači pažnju. Produkcija, komunikacija, administracija, dokumentovanje, transport, održavanje prostora, pisanje projekata, pregovaranje, rad sa publikom, digitalna promocija, usvajanje novih veština i neprestano stvaranje uslova za nastavak umetničke prakse.

Za mnoge umetnike, naročito u manjim i perifernim umetničkim sredinama, veliki deo tog rada ostaje neplaćen i nevidljiv. Od umetnika se istovremeno očekuje da budu autori, menadžeri, producenti, administratori i preduzetnici, iako rade u uslovima nestabilnih prihoda, ograničenog pristupa tržištu, slabe institucionalne podrške i fragmentisanih profesionalnih mreža. Problemi koji su po svojoj prirodi kolektivni često se predstavljaju kao lična odgovornost svakog pojedinca.

O.U.R. COOP nastaje iz drugačijeg razumevanja te situacije. Ako su problemi zajednički, onda i odgovori moraju biti zajednički. Umetnici ne mogu dugoročno unaprediti svoj položaj isključivo individualnim naporima, boljom samopromocijom ili još jednim krugom profesionalnog preživljavanja. Zadruga se zato razvija kao zajednička infrastruktura kroz koju članovi mogu da dele resurse, znanja, kontakte, alate, usluge, rizike i mogućnosti.

Iako prvenstveno deluje u polju vizuelnih umetnosti, O.U.R. COOP okuplja i kustose, istraživače, producente, kulturne radnike, stručnjake za digitalne tehnologije i organizacije koje učestvuju u umetničkoj produkciji. Zadruga je nastala u okviru projekta Shared Visions, višegodišnjeg projekta programa Kreativna Evropa, posvećenog razvoju novih modela kolektivnog rada, razmene i ekonomskog organizovanja u vizuelnim umetnostima.

Skupština u Nikšiću

Program osnivačke skupštine kretao se između istraživanja, javnih razgovora, organizacionog rada i praktičnog testiranja ideja. Učesnici iz više od trinaest zemalja radili su na različitim lokacijama u Nikšiću, među kojima su bili OKC Tibor, Gradski muzej Nikšić i Institut za crnu metalurgiju. Važan deo programa bilo je i upoznavanje sa lokalnim kulturnim kontekstom kroz predstavljanje organizacija koje deluju na crnogorskoj umetničkoj i kulturnoj sceni.

Značajan segment programa bio je posvećen istraživanju tržišta umetnosti. Predstavljeni su rezultati istraživanja ekosistema vizuelnih umetnosti u Srbiji, Bugarskoj, Crnoj Gori i Severnoj Makedoniji, kao i komparativni izveštaji iz Holandije, Belgije, Portugala i Ukrajine. Razgovori su se bavili tržišnim odnosima, institucionalnim okvirima, uslovima rada umetnika, mehanizmima podrške, odnosima između javnog i privatnog sektora, kao i mogućnostima buduće regionalne i međunarodne saradnje.

Poseban fokus bio je na samoj zadruzi. Tokom radnih sesija učesnici su razmatrali pitanja upravljanja, donošenja odluka, različitih nacionalnih zadružnih zakonodavstava, statuta, mehanizama glasanja, organizacionih uloga, finansijskih modela, izvora prihoda i procesa uključivanja novih članova. Način na koji se donose odluke, raspodeljuju resursi i dele odgovornosti nije tehničko pitanje. Upravo od tih procesa zavisi kakva organizacija može da nastane i opstane.

Šta sledi

O.U.R. COOP razvija se kao model zajedničkog vlasništva, demokratskog upravljanja i praktične međusobne podrške. Njene aktivnosti obuhvatiće razmenu znanja, profesionalni razvoj, kolektivno izdavaštvo, razvoj digitalne infrastrukture i nove modele cirkulacije i distribucije umetničkog rada.

Jedan od pravaca koji se već razvija jeste razmena umetničkih dela za znanje, usluge, vreme, gostoprimstvo, profesionalnu podršku ili novac. U takvom modelu osoba koja prima ili nabavlja umetničko delo nije samo anonimni kupac na kraju tržišnog lanca. Razmena postaje odnos između onoga što ljudi stvaraju, znaju, poseduju, trebaju ili mogu da podele sa drugima. Umetničko delo može biti plaćeno novcem, ali može otvoriti i drugačije oblike razmene koji uključuju prevođenje, pravnu pomoć, dizajn, smeštaj, prevoz, produkcijsku podršku, zanatska znanja, radni prostor, pisanje, mentorstvo ili vreme.

Važan pravac razvoja predstavlja i kolektivno izdavaštvo. Umetnik koji razvija publikaciju može se povezati sa urednicima, dizajnerima, prevodiocima, štamparima, distributerima, autorima tekstova i prostorima širom zadružne mreže. Urednički, tehnički, umetnički i distributivni kapaciteti postaju zajednički resurs kroz koji publikacije mogu nastajati kolektivno, kroz saradnju između različitih zemalja i konteksta.

Zadruga istovremeno razvija onlajn galeriju i digitalnu platformu za međunarodno predstavljanje umetnika. Platforma nije zamišljena samo kao katalog radova ili mesto za prodaju. Pored umetničkih dela, predstavljaće znanja, veštine, metode i usluge svojih članova. Od ilustracije, dizajna i edukacije, preko mentorstva, produkcije i arhiviranja, do rada sa zajednicama, naručenih intervencija i različitih oblika saradnje. Škole, lokalne zajednice, organizacije, nezavisni kulturni centri, arhitektonski studiji, kompanije, kolektivi i pojedinci moći će da uspostavljaju različite oblike saradnje i razmene sa umetnicima.

Digitalni alati razvijaju se kako bi podržali zajedničko odlučivanje, razmenu umetničkih radova, prodaju, deljenje resursa i saradnju među članovima koji deluju u različitim zemljama i ekonomskim kontekstima. Web3 tehnologije i digitalna dobra zajednice istražuju se kao mogući alati za veću transparentnost, dostupnost i demokratsko upravljanje.

O.U.R. COOP zamišljena je kao organizacija koju oblikuju njeni članovi. Kroz članstvo umetnici i kulturni radnici mogu učestvovati u donošenju odluka, razvijati zajedničke projekte, razmenjivati znanja, doprinositi zajedničkim resursima i graditi nove oblike saradnje. U narednom periodu biće otvoren poziv za sve koji žele da se uključe u dalji razvoj zadruge.

Osnivačkom skupštinom u Nikšiću završen je jedan period razvoja, a započet drugi. Pred O.U.R. COOP sada je zadatak da ideje pretvori u trajne strukture, programe i odnose koji mogu unaprediti uslove rada umetnika i otvoriti prostor za drugačije modele saradnje, razmene i organizovanja u umetnosti.

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!

Pripyat

Bindless And afraid to make a man Void And cold To dust and rot forgiveness To settle and became This forest often love The right and truesome rain In dusting road To troop in poor today The rising Sun Efficacious ruin and rifle The Olivet of mist And cure and all of disc To site the storm give way A poor and often friend The lantern belie And suppose this thorn- In her side, the mouth The office pages and syntac Praise for lava floes And Mitchell form denies No frame to occupy- This road in understeer And tasting vapour for the memory A sweet untangle from the ruin Flowers to the home- And indentations would An early breath to modern This sicking cure and was The night belittle And fortunes to the pyre Brave and wise did visit Isle of electricity shod A fateful, stole republic The Earth on record as this mass Shot to Early day and South Retracted to the frame Bless this house in day And lacrymal be back Oppostrium declare That no to her, my soul Would give to someone, this Sights are set and were The often man befriend,- Betray A home For often keep that lair This little ruin of red And simple watching blue Verseless water keep Our act and world Sympathy to keep this place In fights for new at all To keys distribute us the vessel Top of war will be A place in early June The crash of light became A stolen man was here Lighting fire arrest A simple door And scrutiny by the time.. Frets for very public The steam of her and weight In shunning next to week and proper This is this in hours And only wait for her The time is ten and shoreline To notice pen in amber Alight reune And nothing left unsaid To Rome.