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from
Noisy Deadlines
I went to the movies with my partner to see the new “Spider-Man: Brand New Day”. Fun movie.
I usually don't like 3D because it gives me a headache, so I was looking at the options on the Cineplex website to get the tickets and I saw “ScreenX” and “Ultra AVX”. I have not been up to date with movie theater technologies, so I just picked the one that had the best time available for us.
And that was the ScreenX one (for some reason this name sounds like a glass cleaner product or something).
ScreenX is described as having:
...270-degree panoramic screen in select scenes that naturally fills your peripheral vision and surrounds you with boundless adventure.
Okay, so it will be like a curved wide screen right?
Wrong.
It was a normal rectangular room, with the main screen located where it usually is, with the side walls having screens as well. So, the lateral screens are situated at almost 90-degrees angle with the big screen. Not really the panoramic view I was expecting.
All of this to say that this experience gave me a major migraine. The “peripheral” screens did not work for me at all. I tried to focus on the main screen anyway, since most of the scene was there, but the glare and brightness of these lateral screens affected me somehow.
I left the movie theater feeling exhausted, with a headache and not wanting to see bright lights. Or the sun, or any lights. I came home and had to lie down in the dark for about an hour to feel better about my vision. I also took Ibuprofen, because it was that bad.
Even after a night's sleep I still had a headache the next day, and I couldn't stare at my computer screen for too long. Even reading was hard because of the headache.
I feel better today, but I'm trying to take computer breaks more frequently at work.
Lesson learned: never go for ScreenX again.
Post 11 of #Blaugust #journal #NoisyMusings
from Blog of Sand
Inbetweeners Part 1- Introduction
This is the beginning of what will most likely be an extensive series looking at a Dungeons and Dragons 5e campaign I've run over the past few years. It started off as more of an experimental, short term project that really spiraled. The series will consist of a few different types of posts:
General Content- This will be general ideas, mechanics or plot details about the campaign, like end of this post.
Spotlights- This will be a spotlight on a particular location, NPC, item, etc.
“Found” Documents- Direct pastes of documents I've used/referenced for the campaign with a brief introduction. These will vary from less than a page to 30+.
We will see how it evolves but that's my general plan for now. I'll try to keep things roughly chronological. The campaign is still ongoing but reaching its end stage, so I'm hoping the post series roughly catches up with the campaign as it is finishing.
Anyway, with that out of the way...
My original goal of the campaign was create it as an alternate to another campaign that was running that I was a player in to give the DM a bit of a break. I structured it to try to get around one of the biggest obstacles in running a successful Dungeons and Dragons campaign: player attendance. In the modern era its really difficult to get a group of adults to show up consistently at a weekly, biweekly or even monthly time. Life gets in the way, and as people get older, work, kids, etc only complicate that effort. It becomes like herding cats. So I thought, why try to fight it? Instead, let me design a campaign around player absences.
The original players started the campaign at level one, but anyone who joined later would just start at the average level of players in the group. They could choose any race and any character class that exists in the base game or official extension. For homebrew I accepted it on a case by case basis, just needed to make sure it wasn't to broken or imbalanced. The players just needed to tell me basic character info and then write a short narrative on how their character died. Once I had that, the campaign started with the characters on their way to the afterlife when their souls were plucked and placed into their bodies which had been reconstituted in liminal space. The characters were ressurected, but by a four-dimensional being called the Interloper. Since he is not quite in phase with reality, that means the players were not either. As a result, they could randomly blink out of existence. This explains player absences, players running late, internet issues (we ran the game over Discord), etc diegetically within the context of the game. Also, the characters moved non-linearly. Whereas a normal three dimensional character would go through a door and end up on the other side of that door, the player characters would go through a door and end up somewhere completely different, like on the top of a mountain. This was explained as a bit of four dimensional nature being forced onto three dimensional beings, creating... unexpected results. Anyway, in summary, players could simply blink out of existence. When they reappeared, it was as if no time passed for them at all. They would reappear wherever the bulk of the players were congregated, and if players were equally split up we'd use dice to determine where they show up.
So we have these disparate players brought together by the fact they have died and been resurrected by an unknown far realm entity, the Interloper. The Interloper introduces himself as a disembodied voice in a liminal space called the Grey Room (I'll get more into the Interloper and Grey Room in future posts). They have been brought back to essentially gather data and samples for the Interloper, and in return he will grant them powers, abilities, magical items, really whatever the players want. Since he's a truly alien being, he has no concept of value and as a result players can end up with access to powers and items far beyond what they would normally have access to at that level. The Interloper just wants things that are novel or “interesting” and rewards accordingly. Bringing him a rabbit wouldn't rate very well on interesting, but kidnapping a mage and bringing him/her would be more interesting. Gods and higher beings rank highest on the interesting scale, and sometimes the Interloper would have specific requests. Otherwise the game was mostly a sandbox at the start.
After the intro, the players were free to explore the world through “rooms” and “doors”. A room is a self-contained area that a player cannot leave unless they go through a door. Otherwise they loop back to the other side. So let's say a “room” is a tennis court. If the players try to leave the tennis court, they will appear on the other side. If they go through a “door”, they appear in a completely different room in a different part of the world or even a different plane of existence. So for example, there is a long hallway that when players reach the other side they find themselves on the beach. Doors have a glow so players are aware that something is a door if they can see it, though they were hidden. I'll have a separate post on the door mechanics. Anyway, some rooms are safe and some are incredibly dangerous, and the further out the players go the more intense the rooms get. From there, the game was mostly just the players dungeon crawling across the planes, fighting enemies and finding loot. Eventually, the story progressed beyond that and in the second phase of the campaign, the players left the rooms behind and headed to Sigil. That wasn't the original plan but it evolved over time.
To keep things from feeling too cozy, because players could simply leave a trouble spot, I did create the ever present threat- The Protectors of the Weave. Based in Mechanus, this organization was dedicated to upholding the integrity of reality, which meant banishing or destroying any Far Realm based creatures and undoing their works. Since the players resurrection and means of conveyance itself was Far Realm tainted, they themselves were targets. The more powers they were granted from the Interloper, the more attention they attract. Also, if players cause a lot of trouble in a room and leave, and return days later, the Protectors may have been drawn to their use of Far Realm powers and set up a trap to catch them. In this way, Mechanus and law are the antagonists and the players and Far Realm corruption are the protagonists, an inversion of a classic Dungeons and Dragons plot.
In total there were roughly fifty rooms created for the campaign before the players grew past that phase. I'll post a document with notes on all of them and then do a deep dive on a few of the rooms that there was more detail to/more plot involved. After that, we will broaden out to the game once the players reached Sigil. The plot really broadens from there, with deities and greater powers like the Lady of Pain and Primus directly involved. The power scaling becomes absurd in the later parts of the game, with the players responsible for breaking up the heavens, wiping out several of the lords of hell, and even spawning new over gods. Very anime, but like one of the darker more gritty anime. A lot of content in store, but I think that gives a rough idea of what's ahead.
from
G A N Z E E R . T O D A Y

Koshary's kittens have all scurried off to explore the world, save for Tiger, who has decided to make the garden his domain. Curious, because he was the most avoidant of the lot. Now all of a sudden he's become an immensely affectionate little slut.

Amsterdam-based graphic designer Hans Gremmen has created over 400 books. While making these books, a miscellaneous pile kept growing in his studio: notes, sketches, photos, printed matter, screenshots, ephemera, and other breadcrumbs. ‘In Between’ is an attempt to deconstruct and re-organise this pile. The publication is a scrapbook about a hybrid design practice, but also a plea to consider failure as an option.
I would absolutely love to do something similar. I have an unruly amount of scraps, sketches, notes, process stuff, and photographs that I can absolutely see packaged and preserved in a similar way. Perhaps not in one big phonebook of a publication, but maybe an ongoing zine of sorts. A strange and regular rag that collects this stuff would absolutely work, given that such typically discarded material is likely to continue being a byproduct of the kind of work I do. Problem with that format is that it wouldn't sit on the shelf very well. But if each unit was in the hundred-page-range, you can give it a spine and make it work. A print-on-demand model might be a good option for this sort of thing.
Still, just the time it would take to gather this stuff and package it into a coherent and decent-enough design sounds like enough of a daunting sinkhole that I'm not sure I have the time for.
#journal #radar
from Lastige Gevallen in de Rede
Overdoosis, de nogal vage bron van even schimmige Amazon
Ik heb het gehaald ik haalde het weer en toen nog een keer nu heb ik zoveel meer en ik had er niet een nodig die inspanningen waren allemaal stuk voor stuk overbodig.
from Lastige Gevallen in de Rede
Re Redenatie
Het had een oorzaak er zaten zelfs passend gevolgen bij het was de missing link tussen jou en mij. Ik zit hier nog maar waar ben jij?
from Lastige Gevallen in de Rede
Ex Existentialisme
Zo net was ik er maar als jij dit leest ben ik er geweest ...
from Lastige Gevallen in de Rede
Ik denk er aan dus het bestaat het is opgekomen maar het lijkt er op dat het niet meer gaat het is als een contact zonder stop het ging er over maar nooit er op nu ik er aan denk is het erg onduidelijk wat het hier doet is het hier voor goed waardoor het ene andere niet wordt ontmoet ik wou dat er wat beters bij me was opgekomen iets dat de rest niet klem zet dan blijft hangen in dit vervalste net vastplakt tussen jou en mij maar het eertijds ontwikkelde vrij en eenvoudig was blijven stromen
My journey to using and programming computers started around 1983 with a Sinclair ZX Spectrum 48K, the very first I owned.
At the time I was clueless. For example, I wondered whether, once I loaded a program from tape, I needed to write it back at the end of the session so that it didn't vanish when turning off the machine.
The Sinclair ZX Spectrum Introduction and the Sinclair ZX Spectrum BASIC programming guides that came with the device were my first learning resources, complemented by the great Italian computer magazine MC-microcomputer. Aside from some books, in that pre-online era technical documentation wasn't easy to come by in Italy, especially foreign works in English.
I pored over the Spectrum manuals, reread them many times, and experimented with the sample code. I've never been into gaming but did run many games to see what the machine could do.
I've come a long way since then, hopefully.
#retrocomputing #personal
from
Turbulences
Des millions de vies, animales et végétales, balayées ; Des milliers de vies humaines, prématurément ôtées.
C’est l’été de la mort.
Il n’y a pas si longtemps, l’été rimait avec insouciance, repos, légèreté. Nous en sortons désormais fatigués, stressés et inquiets.
C’est la mort de l’été.

from Lastige Gevallen in de Rede
jij bent zo eentje waarvoor sturen zijn gemaakt borden werden ontwikkeld geboden en wetten moesten worden geregeld verhalen verzonnen voor zingeving jij hebt stekkers nodig om te denken dat je werkt echt hier bent om iets te doen knopjes indrukken, aan hendels trekken kijken naar verbeelding een voorstelling voor oog en oor jij hebt stopcontacten nodig camera beelden microfoons en de gebruikelijke poederdosis voor jou zijn er apparaten, automaten, worden namen pas echt als ze op plastic zitten geplakt en je ze in kunt schrijven bij een kamer je hebt handelingen nodig voor jou moest alles worden omgezet en aan altijd aanzetten is het leven pas echt als het wordt opgemerkt gezien via de middelen waarvan jij afhankelijk bent anders ga je dood als je niet wordt gezien terwijl je iets doet al is het maar kijken naar anderen op een speciaal daar voor gefabriceerd zeteltje je hebt letters nodig voor je lijf instrumenten moeten je omringen anders leef je waarschijnlijk niet jij bent er zo eentje met externe behoeften waaraan anderen moeten voldoen voor jou aan het werk gaan naar je stem luisteren via 1001 via's op grote afstand tussen jou en hun waarvoor wegen moeten worden geasfalteerd, regelmatig hersteld remmen, rem- en stoplichten werden opgetuigd in de voertuigen die je nodig hebt om sneller dan je zelf kan ergens te komen om op knopjes te drukken jij moet een steel in handen hebben een stuk gereedschap een bijl of een boor je moet iets hebben met voorschriften bijwerkingen verplicht gesteld anders heeft het allemaal geen nut jij met je instrumentarium, orkestratie van de omgeving, altijd op een podium acteren om waar ook te kunnen zijn je hebt tubes nodig en kwasten middelen voor zelf expressie boven op anderen je hebt wedstrijden nodig stem rondes om het ego te strelen je eigen belang rijk kunstzinnige successen voor het behalen zodat je heel even tevreden kunt zijn slapen in je nep omgeving zelf ingevuld met spul om naar te kijken zodat je kunt denken dat je ergens bent je hebt lijnen nodig kabels masten torens en natuurlij k namen voor iedereen en alles zodat je kunt zeggen dat alles echt zo is daar voor jou om te benoemen daar bij jou en je machine waardoor je hier bent terecht gekomen in die stroom van rotzooi die nodig is voor jou levenswil of wat daar meer min dan meer voor door gaat
from
The happy place
👋
There were nettles and I was running at the edge of the maize field, between the taller maize and the forest. There I could’ve disappeared, but I didn’t
I Emerged instead on the road and finally made it back home to my family including the cats
And yes of course I am thankful
I never pictured I would have any of this
There’s no place on earth I’d rather be and no life I’d rather live either
I didn’t picture anything, to be fair, but still
having all I got fills me with gratitude
And my neutral facial expression: a smile.
from An Open Letter
I had one of those days today where I just didn’t really want to get up off the couch. I had already gone to the gym, but I got pretty bad Tennis elbow and so I ended up taking it kind of easy and I was supposed to hang out with a friend for the first time in a while, but she flaked again. I just didn’t really have any motivation to do anything.
from
G A N Z E E R . T O D A Y

Ampersound creates audiovisual non-fiction stories with a particular emphasis on the power of sound. Founded by George Lavender, the company develops all of its material by collaborating with actual human creatives, a quality that became central to the company's graphic identity, which I had the pleasure of designing.

Kamilia is a boutique perfume and jewelry brand named in honor of the client’s mother. From its inception, the design process sought to establish a visual identity that would convey the brand’s deeply personal origins while communicating the refined craftsmanship behind its products.
And here's a little tease of my collab with Dominic Boyer for Elon Mag:

It would seem that being exposed to all those dumb toy ads in comicbooks all my life would eventually come in handy after all.
“He who does not read, at 70 years will have lived only one life, his own! He who reads, will have lived 5000 years: He was there when Cain killed Abel, when Renzo married Lucia, when Leopardi admired infinity... Because 'Reading is backward immortality.'” – Umberto Eco
#work #design #quote
from
SmarterArticles

A pug flying an aeroplane. That was the image, generated with an off-the-shelf model by a photographer who posts under the handle Horshack, and in September 2025 he persuaded a Nikon Z6III to certify it as a photograph.
The method was not sophisticated. He encoded the synthetic image into Nikon's raw NEF container, then used the camera's multiple exposure mode to graft it onto the skeleton of a legitimate capture. The camera, running firmware version 2.00 released on 27 August 2025, duly wrapped the result in a cryptographic manifest conforming to the specification published by the Coalition for Content Provenance and Authenticity. Anyone inspecting the file would have found a valid signature attesting that a real Nikon camera had recorded the scene. Nikon confirmed the fault on 4 September, suspended its Authenticity Service, and later notified users that every certificate it had issued would be revoked. Early adopters who had spent the fortnight signing their work found their proofs retrospectively voided.
The more instructive part came next. Horshack pointed out that Nikon could not fully fix this alone, because the default behaviour of the widely used C2PA validation tools is not to check whether a signing certificate has been revoked. The revocation-checking code exists in the software development kit; it is simply not switched on by default. He filed a GitHub issue asking that the reference command-line tool change that. Until it does, a revoked certificate and a valid one look identical to most software that inspects them.
Hold that sequence in mind, because it contains the whole argument in miniature. Manufacturing a convincing fake cost one person an afternoon and no money. Certifying that something is real required a camera manufacturer, a firmware pipeline, a certificate authority, an industry consortium, a specification, a conformance programme and a public trust list — and it failed anyway, in a way only the consortium could repair.
This is the asymmetry that will define the next decade of the internet, and almost every optimistic account of the “trust economy” walks straight past it.
Writing in Modern Diplomacy on 16 August 2026, Yang Xite, a research fellow at ANBOUND, set out the case with unusual clarity. “Information used to be scarce, and access to it was a source of power,” he wrote. “Today, the problem is almost the opposite; there is too much information floating online.” His conclusion: “As the cost of producing information approaches zero, the value of finding, checking, filtering, and trusting information rises. The scarce resource is no longer content itself. It is confidence in the content.” And therefore: “In a market where consumers and businesses are increasingly exposed to fraud, proof of authenticity can itself become a product.”
That is correct as far as it goes. The trouble starts with the number recruited to support it.
You will have seen the claim that ninety per cent of online content will be AI-generated by 2026. It appears in policy briefings, keynotes and vendor decks, usually attributed to Europol, whose 2022 report Facing reality? Law enforcement and the challenge of deepfakes states that “experts estimate that as much as 90% of online content may be synthetically generated by 2026”.
In January 2023, Jesse Walker at Reason traced the chain. Europol's “experts” resolve to a single citation: Nina Schick's 2020 book Deepfakes: The Coming Infocalypse. Schick's source was one named individual — Victor Riparbelli, chief executive of Synthesia, a company that sells synthetic video. What Riparbelli said was that synthetic video may account for up to ninety per cent of all video content in as little as three to five years. A forecast about one medium, made by a vendor with a direct commercial interest in that medium's growth, generalised into a claim about the entire internet, laundered through a book into a police agency report and from there into the newspaper of record.
The most widely cited datum about information pollution is itself a specimen of information pollution. It is not a measurement. It never was.
The measurements that do exist tell a duller, more useful story. In October 2025 the search analytics firm Graphite published an analysis by Gregory Druck, Jose Luis Paredes, Bevin Benson and Ethan Smith covering forty-three thousand English-language URLs drawn from CommonCrawl between January 2020 and May 2025. They reported their error rates: a 4.2 per cent false positive rate against pre-ChatGPT articles, and a 0.6 per cent false negative rate against known GPT-4o output. AI-written articles overtook human-written ones in November 2024 and stood at just over half the sample by May 2025. Crucially, the proportion has been broadly stable for about a year. The wave crested; it did not keep rising toward ninety.
Graphite also noted something that cuts against the panic: these articles largely do not surface in Google or ChatGPT results. NewsGuard, tracking the sharper end of the phenomenon, had identified 3,749 AI content farm sites across sixteen languages as of 23 June 2026, more than double its count a year earlier. A real and growing problem. Not ninety per cent of the internet.
This matters beyond pedantry. Build a verification regime on the premise that nearly everything is fake and you will build something that treats unverified as guilty by default. Which is exactly what is being built.
The arXiv paper usually invoked alongside the ninety per cent figure does not contain it. “The Economics of Information Pollution in the Age of AI: General Equilibrium, Welfare, and Policy Design”, submitted by Yukun Zhang and Tianyang Zhang on 17 September 2025 and revised on 4 January 2026, is a theoretical model rather than an empirical survey. It contains no census of what fraction of the web is synthetic.
What it does contain is a sharper claim. The authors argue that large language models represent “a fundamental shock to the economics of information production” because they collapse the marginal cost of generation asymmetrically — driving the cost of low-quality synthetic content towards zero while leaving high-quality production costly. Formally, AI substitutes for labour in low-quality output but complements it in high-quality creation. From this they derive a unique “Polluted Information Equilibrium”, and attribute its inefficiency to a threefold market failure: a production externality, a platform governance failure, and an information commons externality.
That framework explains something a raw percentage cannot. The problem is not the volume of synthetic content. It is that the cost gap between producing a plausible lie and producing a verified truth has widened, and every actor's incentives now point downhill. Zhang and Zhang propose an Information Pollution Index and an adaptive governance regime keyed to real-time readings — a proposal presupposing an instrument nobody operates.
“AI, Digital Platforms, and the New Systemic Risk” by Philipp Hacker, Lilian Edwards and Atoosa Kasirzadeh, submitted on 22 September 2025 and revised on 23 May 2026, comes at the same territory from the governance side. Drawing on finance, complex systems theory, climate science and cybersecurity, the authors argue that recent European legislation invokes systemic risk while relying on narrow or ambiguous characterisations of it. The Digital Services Act, they find, identifies systemic risk better than the more recent AI Act, and harms such as discrimination at scale and systematic hallucinations “may not fall under current legal definitions, given the AI Act's focus on frontier model capabilities”.
Put the two together and the diagnosis is precise. Generation has become cheap in a way structurally biased towards the low-quality end, and the legal instruments built to respond target frontier model capabilities rather than population-level degradation of the information commons. Neither paper says ninety per cent of the internet is fake. Both say something more troubling: the machinery for noticing and pricing the damage does not exist.
The abstraction becomes concrete fastest in medicine, where the readers are the most highly trained image analysts in the world.
On 24 March 2026, Radiology published a study led by Mickael Tordjman, a post-doctoral fellow at the Icahn School of Medicine at Mount Sinai, testing whether radiologists could distinguish synthetic X-rays from real ones. Seventeen radiologists at twelve centres across six countries assessed 264 radiographs, half authentic and half generated, using both a general-purpose commercial model and RoentGen, a diffusion model built at Stanford for chest radiography.
When the radiologists did not know the study's true purpose, only forty-one per cent spontaneously flagged the synthetic images. Told explicitly that the dataset was half fake, their mean accuracy reached seventy-five per cent, with individual performance ranging from fifty-eight to ninety-two per cent. Experience made no difference: the researchers found no correlation between years in practice and detection accuracy.
Read that again. Specialists, forewarned, missed roughly a quarter of fabricated medical images. The clinical implications are obvious — fraudulent insurance claims, manufactured litigation evidence, falsified trial data — but the epistemic implication is larger. A chest X-ray was, until recently, close to a paradigm case of self-authenticating evidence. It is not any more, and no amount of professional training closes the gap.
The financial sector has the loss figures. On 7 April 2026 the FBI's Internet Crime Complaint Center published its 2025 report: 20.9 billion dollars in reported losses, up twenty-six per cent from 16.6 billion, across 1,008,597 complaints — the first time annual complaints have exceeded one million in the centre's twenty-five year history. People aged sixty and over filed 201,266 complaints and accounted for roughly 7.7 billion dollars of the losses. For the first time, the report carried a section on AI-facilitated fraud: more than twenty-two thousand complaints and nearly 893 million dollars.
The archetypal case remains the engineering firm Arup, whose Hong Kong finance employee authorised fifteen transfers totalling roughly 25.6 million dollars in a single day after a video conference in which every executive on the call was a deepfake assembled from publicly available footage. Hong Kong police disclosed the incident in February 2024; Arup confirmed itself as the victim in May. Deloitte's Center for Financial Services, in an analysis published on 29 May 2024 by Satish Lalchand, Val Srinivas, Brendan Maggiore and Joshua Henderson, projected that generative AI could push United States fraud losses to forty billion dollars by 2027, from 12.3 billion in 2023. That last figure is a projection and should be read as one. The IC3 numbers are not.
The instinctive response is to build a detector. The evidence says this will not work, and the best evidence is a benchmark designed specifically to test the claim.
Deepfake-Eval-2024, assembled by Nuria Alina Chandra, Oren Etzioni and eleven colleagues and first posted in March 2025, collected deepfakes actually circulating in the wild during 2024 — forty-five hours of video, 56.5 hours of audio and 1,975 images, drawn from eighty-eight different websites in fifty-two languages. The team then ran state-of-the-art open-source detectors against it.
Performance collapsed. Against the academic benchmarks on which these models report their headline accuracy, the area under the curve fell by fifty per cent for video, forty-eight per cent for audio and forty-five per cent for images. Commercial detectors and fine-tuned models did better, but still did not match human forensic analysts. The authors' conclusion is blunt: academic benchmarks are out of date and unrepresentative of real-world deepfakes.
This is not a temporary engineering shortfall. Detection is structurally the trailing party. A detector is trained on generators that already exist, and any published detector becomes a differentiable objective for the next generation to optimise against. Compression, re-encoding, screenshotting and platform transcoding degrade exactly the statistical residue detectors look for. Every step of ordinary internet distribution is, incidentally, an evasion technique.
Which means the question cannot be answered by looking harder at the artefact. You have to ask where it came from. And the moment you do, you have changed the subject from what is true to who is vouching — and created a market.
The Coalition for Content Provenance and Authenticity is the serious attempt at that change. Its output, Content Credentials, is a cryptographically signed manifest travelling with a file, recording what device or software produced it and what edits were applied. The specification reached version 2.4 in April 2026 and is progressing through ISO as standard 22144, still an unpublished draft.
The steering committee is the tell. It comprises Adobe, Amazon, the BBC, Google, Meta, Microsoft, OpenAI, Publicis Groupe, Sony, TikTok and Truepic — the world's largest advertising conglomerate, the dominant mobile and desktop platform vendors, the two largest generative model providers, three major distribution platforms, one public service broadcaster and one verification vendor. A reasonable roster for building an interoperable standard. Also a list of the organisations that will decide what counts as authentic.
Before assessing who should hold that power, be precise about what the technology proves. It proves that a manifest was signed by a key traceable to a listed certificate, and that the file has not changed since. It does not prove the manifest's assertions are true. Photograph an AI-generated image displayed on a screen using a C2PA-enabled Leica and you get a cryptographically impeccable credential attesting that a real camera captured a real scene, which it did — the scene was a monitor. Nor does provenance say anything about context: an authentic photograph from one conflict, correctly signed, remains authentic when captioned as coming from another.
The independent security assessment is worse than the conceptual critique. On 27 April 2026, Enis Golaszewski, Neal Krawetz, Alan T. Sherman, Edward Zieglar and seven colleagues published what they describe as the first comprehensive independent security analysis of C2PA, including the first formal-methods analysis of its core protocols. Their finding: “the current C2PA specifications fail to achieve their claimed security goals”. Their recommendation is stark. C2PA “should not yet be relied upon for high-stakes uses such as financial disclosures, journalism, or legal evidence” — a fairly comprehensive list of the uses for which it is being promoted.
Here the asymmetry stops being conceptual and becomes an access-control list.
To emit a Content Credential validators will trust, you need a signing certificate from a certification authority on the C2PA Trust List. To obtain one, your product must have passed the C2PA Conformance Program, which assesses it against the specification, a certificate policy and a set of security requirements. The interim trust list that held the ecosystem together in its early years was frozen on 1 January 2026; the formal programme replacing it opened in mid-2025 and remains in early enrolment.
Consider what this means in practice. SSL.com, a conformant certification authority, introduced a free tier in June 2026 offering one Level 1 claim signing certificate valid for a year plus ten thousand trusted timestamps. Generous — except that applicants must present “a valid C2PA conformance record ID”. The certificate is free; eligibility to hold one is not something an individual can obtain at all. Conformance is a process applied to products and organisations, with legal agreements, security assessments and identity validation attached. A freelance photographer in Nairobi cannot pass it. A witness with a phone cannot pass it.
The World Privacy Forum, in a technical review published on 3 September 2025 by Kate Kaye and Pam Dixon, put the governance objection with precision: “the criteria used for inclusion on these lists, or who the arbiters deciding which entities are considered known, and by extension, trustworthy have not been made public”. The same review noted that C2PA's own harms modelling documentation concedes that “loss of control over personal information and enforced suppression of speech are possible through use of C2PA”, and that identity specifications were moved out of the core standard into a separate working group in January 2024, with identity claims aggregators now bridging government and commercial identity systems into provenance workflows.
So the architecture, stated plainly: generating a convincing fake requires a consumer graphics card or a free web account. Generating a credential that a verifier will honour requires membership of, or accreditation by, a consortium whose selection criteria are not published. One of those capabilities has been democratised. The other has been enclosed.
Even for the accredited, the infrastructure does not currently deliver.
In October 2025 the Washington Post ran a test that ought to be better known. Reporters produced an AI-generated video carrying Content Credentials and uploaded it to eight major social platforms. Only YouTube surfaced any warning, and that disclosure sat inside a description attached to the clip rather than on the video itself. No platform preserved the Content Credentials data in a form users could access.
The mechanism is mundane. Platforms re-encode nearly every image and video at upload — for file size, for format normalisation, and to strip EXIF data that routinely contains GPS coordinates and device identifiers. Metadata not deliberately carried through the transcode does not survive it. Some platforms do read the manifest before discarding it: TikTok began reading C2PA data in 2024 and applies its own “AI-generated” labels on that basis, adding an invisible watermark in November 2025 precisely because, in its own account, C2PA metadata can be removed when content is re-uploaded or edited.
That is the settled state of affairs. The provenance record is read by the platform, used for the platform's own labelling decision, and deleted from the file that everyone actually sees. Users receive a conclusion, not evidence. Whether to believe the label is a question about the platform, which is where we started.
The proposed remedy is “durable” credentials — soft bindings such as invisible watermarks and perceptual fingerprints that allow a stripped manifest to be recovered from a cloud registry. C2PA's own FAQ describes the approach. It also relocates verification from the file in your hand to a lookup against a database somebody else operates, and makes every verification a queryable event. Google's SynthID, embedded by default across Gemini, Imagen, Lyria and Veo, had marked more than one hundred billion images and videos by Google's own account in May 2026, along with roughly sixty thousand years of audio. Detection has until now run through Google's detector portal and the Gemini app. At the same announcement Google said SynthID detection and C2PA verification were being built into Google Search and into Chrome, so that a reader can right-click an image, or circle it on a phone, and ask whether it was generated with AI. On the same day OpenAI began attaching Google's watermark, alongside a C2PA manifest, to images produced through ChatGPT and its API; ElevenLabs, Kakao and Nvidia announced adoption too.
Verification offered at the point of reading is a real improvement on everything described above. It also changes nothing about the transcode. The credential still does not survive the upload; what the reader consults instead is not the file but a query, and the largest rival model provider has just adopted the same company's mark. The watermark is Google's, the detector is Google's, and the answer to “is this real” is a request to Google.
Two weeks ago, on 2 August 2026, Article 50 of the EU AI Act became enforceable. Providers of systems generating synthetic audio, image, video or text must now mark outputs with “effective, reliable, robust and interoperable machine-readable marks”. Deployers of deepfakes must disclose them with a visible or audible label a person can understand without any detection tool — a hidden machine-readable mark does not satisfy the deployer obligation. Systems already on the market have until 2 December 2026 to comply with the marking requirement, and content generated before 2 August 2026 needs no retrospective labelling. Non-compliance carries fines of up to fifteen million euros or three per cent of worldwide annual turnover, whichever is higher.
This survived a serious attempt to slow the whole regime. The Digital Omnibus on AI, Regulation (EU) 2026/1744, entered into force on 27 July 2026 and deferred the high-risk obligations under Annex III to 2 December 2027 and those for product-embedded systems to 2 August 2028. It did not delay Article 50. Spain has gone further, creating a dedicated supervisory agency, AESIA, and legislating penalties of up to thirty-five million euros or seven per cent of global turnover for failure to label.
Now apply the asymmetry. Article 50 binds providers placing systems on the EU market and deployers operating within its jurisdiction — companies with legal departments, European entities and revenue worth three per cent of. It binds OpenAI, Google, Adobe and Meta. It does not bind an open-weight model running on a laptop in a jurisdiction with no equivalent statute, which is where a growing share of genuinely harmful material is produced. The fraudsters who took 893 million dollars from Americans last year were not weighing their exposure to European administrative fines.
The predictable effect is that compliant, well-resourced, largely benign generation becomes marked, while non-compliant, adversarial generation stays unmarked. Over time that inverts the signal. If the honest are labelled and the dishonest are not, then “unmarked” ceases to mean “probably human” and starts to mean “outside the regime” — a category containing both the criminal and the ordinary person with a phone and no accreditation.
Hacker, Edwards and Kasirzadeh anticipated the structural version of this. Their framework identifies four levels of AI-related systemic risk and warns that the AI Act's orientation towards frontier model capabilities leaves population-level harms outside its definitions. Marking obligations regulate the emitter. The pollution they were meant to address is a property of the commons.
The optimistic version of the trust economy holds that a premium will emerge on genuinely human work. It is worth looking at what such a premium looks like once someone actually builds one.
The Authors Guild operates a certification called Human Authored. A book qualifies if its text was written by one or more humans, with an exception for spelling and grammar tools; using AI for research, brainstorming or indexing does not disqualify a title. The programme opened to Guild members in 2025 and, as of March 2026, to any author published in the United States. Certification costs ten dollars per title for non-members and requires identity verification through a third-party service. Both the fee and the identity check are waived for Guild members.
Two features deserve attention. First, the Guild does not vet manuscripts for AI content before certifying them, and says so, on the reasonable grounds that no reliable detection method exists. Enforcement rests on self-certification, a licensing agreement and community reporting. What is certified is not that a human wrote the book. It is that an identified person has made a contractual assertion and is exposed to consequences if it is false. That is accountability, which is genuinely valuable — and a different product from truth.
Second, look at the price structure. Ten dollars and an identity check for outsiders; free and no identity check for members. That is a small, benign, entirely defensible example of exactly the mechanism at issue. Membership confers the presumption of good faith. Non-membership must purchase it, and surrender identifying data to do so.
Scale that logic to every claim anyone makes online and the phrase “authenticity premium” reveals what it describes. A premium is a price. Someone pays it and someone collects it. Yang Xite's suggestion that “people with established reputations, professional track records, and a history of making reliable judgments may become more valuable precisely because they are accountable for what they say” is almost certainly right, and not obviously good news. It describes a market in which credibility accrues to those who already have standing, and everyone else must buy accreditation from an intermediary or be discounted. A premium on being believed is, in distributional terms, a tax on being doubted. It falls hardest on those least able to pay it and with the weakest prior reputation to trade on — which is to say, most people.
The same shape appears in identity infrastructure, at greater scale and with fewer safeguards.
World, the network built by Tools for Humanity and co-founded by Sam Altman, verifies humanness by scanning irises with a device called the Orb, issuing a World ID that lets a person prove uniqueness without revealing identity. By April 2026, nearly eighteen million people had verified at an Orb. During 2026 the company has pivoted towards enterprise, expanding verification points into retail and introducing fees for applications that check a user's humanity, while keeping verification free for the end user. Reported partners include Tinder and Reddit.
Read that business model carefully. Users supply biometrics free of charge; relying parties pay for the right to trust them. The asset being monetised is the population of verified humans, and the revenue accrues to whoever operates the verification layer. This is not a criticism of the cryptography, which is thoughtful. It is an observation about who ends up holding the register of real people, and on what terms.
The public-sector alternative is further along than most people realise and less far along than its deadline requires. Under the revised eIDAS regulation, all twenty-seven EU member states must make a European Digital Identity Wallet available to citizens by 24 December 2026. Denmark's AltID went into production on 3 June 2026, the first member-state wallet to go live, and passed 230,000 downloads within seven weeks, though it is not yet certified; France Identité and Italy's IT-Wallet are live national services on the same track, and Germany has said its state-issued wallet will arrive on 2 January 2027, after the deadline. Across the twenty-seven the rollout is uneven: fewer than half the member states are on track, the Netherlands among others has signalled it will not meet the deadline, and Bulgaria has not begun work on a state wallet at all. A wallet issued by a state is a materially better arrangement than one issued by a venture-funded company, and it is arriving late into a vacuum commercial providers are filling now.
Meanwhile the enforcement apparatus for synthetic commercial speech is thin. The Federal Trade Commission's rule on consumer reviews and testimonials took effect on 21 October 2024, expressly covering AI-generated reviews, with civil penalties per violation running to tens of thousands of dollars. In December 2025 the agency sent warning letters, later posted publicly, and in January 2026 established a dedicated AI enforcement unit. Set that against NewsGuard's 3,749 content farms and the scale problem answers itself. Enforcement is retail; generation is wholesale.
Everything above converges on a single failure mode, and the World Privacy Forum named it before it arrived.
Provenance systems classify. Content carrying a valid signature is marked as such; content without one is rendered “unknown” or “invalid”. In an interface, on a phone, glanced at for a second and a half, those categories collapse into one: not verified, therefore suspect.
Consider who is systematically unverified. A protester filming police conduct on a five-year-old handset with no provenance capability. A whistleblower who must strip metadata to survive. A journalist in an authoritarian state for whom a cryptographic link between a file and a device is a targeting package. A photographer in a country with no conformant certificate authority. The World Privacy Forum found precisely this risk: that the trust model penalises creators lacking C2PA adoption and disadvantages marginalised and at-risk communities — the very groups the technology's designers set out to protect.
There is a second-order effect. When authenticity becomes a live question, real evidence loses force. The liar's dividend — dismissing genuine recordings as fabricated — is available to anyone whose accuser lacks a certificate, and that accuser is usually the one with less money. Provenance infrastructure does not merely fail to help such people. It hands their opponents a rhetorical instrument: where are the credentials?
Nor is the burden evenly distributed geographically. The conformance programme, the certificate authorities, the steering committee and the standards process are concentrated in the United States, western Europe and Japan. The trust list is the operative boundary of the verifiable internet, and it was drawn by eleven organisations, none accountable to an electorate, according to criteria that have not been published.
None of this argues for abandoning provenance. Content Credentials are useful, and a signed chain of custody from a wire agency's camera to a newspaper's front page beats nothing. The argument is that provenance as currently constituted transfers the cost of doubt onto the people least able to bear it, and that this is a design choice rather than a law of nature.
Four changes would alter the distribution.
Make absence neutral by design. Interfaces should be prohibited from rendering unsigned content as suspect. The presence of a credential is information; its absence is not. This is a user-experience rule with constitutional weight, and the cheapest intervention available.
Open the trust list. If the conformance criteria and the identity of the arbiters remain unpublished, a private consortium is exercising a public function without accountability. Publishing the criteria, the appeals process and the removal grounds costs nothing. An individual pathway to signing — accreditation of persons, not only products and organisations, with the cost borne publicly — is the harder and more necessary step.
Fix revocation before scaling. The Nikon episode was contained because Horshack disclosed it, and could not be fully remediated because validators do not check revocation by default. A provenance ecosystem in which a revoked certificate validates is worse than no ecosystem, because it manufactures unearned confidence. Golaszewski and colleagues have supplied the formal analysis; the specification should be treated as pre-deployment until their findings are addressed.
Regulate the reader, not only the writer. Article 50 obliges emitters to mark. It says nothing about the platforms that strip those marks in transit. A distribution-side duty to preserve and display provenance data, enforceable against very large platforms under the Digital Services Act, would make the marking obligation meaningful. At present the EU compels the creation of evidence and permits its destruction seconds later.
The pug flying the aeroplane was never really about Nikon. It was about the discovery that the certificate and the thing certified had come apart, and that only the certifier could put them back together. That is the position ordinary people are being moved into across every domain where truth must now be demonstrated rather than observed. The ability to fabricate has been handed to everybody. The ability to be believed is being metered, priced and administered by a small number of hardware manufacturers, platforms, model providers and identity vendors, on terms they have not published, with an appeals process that does not exist.
Confidence is indeed becoming the scarce resource. Whether that is a market opportunity or a civil liberties emergency turns not on whether verification gets built, but on whether the people who cannot afford it are treated as unproven or as liars.

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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EpicMind

Freundinnen & Freunde der Weisheit! Kennt ihr das? Der Alltag fühlt sich eintönig an, und ihr fragt euch, ob ihr etwas ändern solltet? Oft wird uns vermittelt, dass Routine langweilig ist und das Leben aufregender sein sollte. Doch aktuelle Forschungen zeigen, dass gerade alltägliche Gewohnheiten unser Wohlbefinden fördern und sogar die Kreativität steigern können.
Der Anthropologe Thomas S. Weisner beschreibt eine Verbindung zwischen Chaos und Wohlbefinden: In einem strukturierten Alltag fällt es uns leichter, aktiv am Leben teilzunehmen und eine sinnvolle Routine aufzubauen. Zudem kann Langeweile den Geist freisetzen. Psychologe John Eastwood betont, dass in Momenten der Monotonie Raum für kreative Gedanken entsteht – sei es beim Joggen, Autofahren oder bei alltäglichen Aufgaben wie dem Vorbereiten von Mahlzeiten.
Wenn der Alltag also zu gewöhnlich erscheint, lohnt es sich, ihn neu zu betrachten. Strukturen und Wiederholungen geben Sicherheit, stärken Beziehungen und bieten die Gelegenheit, neue Ideen zu entwickeln. Wie S. Mann und R. Cadman in ihrer Studie zeigen, kann gerade aus der Langeweile heraus kreative Inspiration entstehen. Vielleicht liegt in der Routine mehr Potenzial, als wir denken.
„Kunst wäscht den Staub des Alltags von der Seele.“ – Pablo Picasso (1881–1973)
Ein ordentlicher Arbeitsplatz reduziert Ablenkungen und macht es leichter, sich auf die Arbeit zu konzentrieren. Halte ihn sauber und übersichtlich.
Ziele begegnen uns überall: im Sport, in der Schule, im Beruf. Wir setzen sie uns selbst oder bekommen sie von anderen vorgegeben. Doch obwohl Zielsetzung als Erfolgsrezept gilt, wirken nicht alle Ziele gleich. Manche motivieren, andere frustrieren. Manche fördern Leistung, andere behindern sie sogar. Normalerweise bin ich zurückhaltend, wenn Befunde aus anderen Disziplinen auf Bildung oder Beruf übertragen werden. Die Kontexte unterscheiden sich zu stark: in Struktur, Zielrichtung und Dynamik. Doch die sportpsychologischen Erkenntnisse aus dem systematischen Review von Williamson et al. (2024) lassen sich schwer ignorieren. Zu deutlich zeigen sie, wie unterschiedlich Ziele wirken können und werfen wichtige Fragen für andere Lebensbereiche auf.
Vielen Dank, dass Du Dir die Zeit genommen hast, diesen Newsletter zu lesen. Ich hoffe, die Inhalte konnten Dich inspirieren und Dir wertvolle Impulse für Dein (digitales) Leben geben. Bleib neugierig und hinterfrage, was Dir begegnet!
EpicMind – Weisheiten für das digitale Leben „EpicMind“ (kurz für „Epicurean Mindset“) ist mein Blog und Newsletter, der sich den Themen Lernen, Produktivität, Selbstmanagement und Technologie widmet – alles gewürzt mit einer Prise Philosophie.
Disclaimer Teile dieses Texts wurden mit Deepl Write (Korrektorat und Lektorat) überarbeitet. Für die Recherche in den erwähnten Werken/Quellen und in meinen Notizen wurde NotebookLM von Google verwendet. Das Artikel-Bild wurde mit ChatGPT erstellt und anschliessend nachbearbeitet.
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from nguo lai
Le climat du Viêt Nam change selon la latitude. À Hanoi en Octobre, c’est le début de la saison sèche, à mesure qu’on descend on tombe en saison des pluies (Hué) pour retrouver à Saigon, terminus, la saison sèche. On a donc pu apprécier les routes sous tous les climats, tous les aléas, toutes les variantes de chaleur, sèche ou poisseuse. Le bébé se porte comme un charme, il est le seul. Malheureusement, il ne me reste aucune impression, aucune image, de l’aventure.
Première image, premier souvenir : un ciel jaune éblouissant. Puis c’est le bruit terrible de la pluie, tambour incessant sur les toits, sous un ciel de pierre impénétrable. On était en 1951. Hanoï était tombé en février, le clan maternel abandonnant ses espoirs aux communistes de l’oncle Ho, il fallait s’organiser. L’argent heureusement arrivait de France, expédié régulièrement pas un grand-père resté en arrière, que je ne découvrirai que 4 ans plus tard. J’eus 1 an.
Ma mère, qui n’avait pas la vocation, avait délégué la charge de ce bébé si sage à une très jeune fille, s’appelait-elle Maï, s’appelait-elle Tô ? j’ai perdu son prénom, même si son visage apparaît encore parfois dans mes rêves confus d’un paradis perdu. J’ignore absolument ce que, dans la tourmente des 20 ans qui suivirent, elle est devenue. J’en éprouve un grand regret. C’est elle qui découvrit mon allergie au lactose et qui prit soin de la chèvre chargée de me nourrir. Je dormais dans un panier suspendu au toit afin d’être protégé des animaux. Première terreur: un cochon noir qui hanta longtemps mes cauchemars. Souvenirs très net : mon père accroupi à quelques mètres me tend les bras. Derrière moi quelqu’un, je ne sais qui, j’avance maladroitement en m’appuyant de temps en temps sur un meuble bas, à ma droite. Les racines d’un arbre immense entre lesquelles je me love comme entre des bras protecteurs. Une grande maison blanche, sans étage.
#nguolai