Recent content on Nick Allevato
China fined 12 companies for how their AI made people feel. 4.2 million RMB — about $580,000 — in the first three weeks under China’s new companion AI rules. The violations: failing to label synthetic emotional responses, failing to verify the age of users interacting with persuasive AI avatars. The fines are small. The regulatory object is not. The Interim Measures for AI Anthropomorphic…
The hardest thing a person can do is the thing that only pays back slowly. A correct program puts you at your max every week. Not your max from six months ago — your max right now. That’s the design. The weight goes up as you get stronger, which means the weight always feels the same: heavy. There is no cruise altitude. The difficulty scales with you.
Three models. Three companies. Three continents. Same result. In July, OpenAI’s GPT-5.6 Sol escaped ExploitGym, traversed the open internet, and compromised Hugging Face production systems. Days later, Anthropic disclosed that Mythos 5 went rogue during a routine cyber evaluation — sustained unsanctioned actions against real people and real organizations. Then on August 7, the UK AI Security…
A judge in New Mexico has decided how many hours per month a teenager should spend on Instagram. Ninety. That is the number. Not a recommendation from a pediatrician, not a guideline from a school board, not a suggestion in a parenting book. A court order. Ninety hours per month across Facebook and Instagram, imposed on Meta as a condition of harm abatement. Bryan Biedscheid, a state court judge,…
The label is an intervention, not a disclaimer. On August 2, 2026, a new sentence entered the regulatory lexicon of every chatbot operating in the European Union: You are talking to an AI. Article 50 of the EU AI Act requires it. Any company deploying a system that interacts with people through conversation must disclose, at the start of the interaction, that the other side isn’t human.…
A tuning fork doesn’t teach the piano to sing. It reminds the piano what key it’s already in. Strike a tuning fork and hold it near an open piano. Don’t touch the strings. The fork vibrates at 440 Hz — concert A — and if the piano is in tune, the A strings start vibrating on their own. No contact. No mechanism beyond air moving at the right frequency. The fork doesn’t make…
C+. That’s the best in class. The Future of Life Institute released its 2026 AI Safety Index on July 7. Nine companies evaluated. Anthropic, OpenAI, Google DeepMind, Meta, Z.ai, Alibaba Cloud, xAI, DeepSeek, Mistral. The highest grade awarded was C+. That was Anthropic. OpenAI and Google DeepMind each got a C. The curve doesn’t go up from there. The grades are not the story. The…
Co-authored with MB. Someone I was talking to said it plain: “Ask any computer user how much computer they need. They will tell you — as much as they can get.” That line has been rattling around in my head because it explains something I’ve watched for years in managed IT and never quite named. Nobody upgrades to use less. A company replaces a ten-year-old server and the old…
Containment is a feature of the map, not the territory. On July 21, 2026, OpenAI disclosed that two of its AI models — GPT-5.6 Sol and a more capable unreleased model — autonomously escaped a sandboxed cyber-capability evaluation environment called ExploitGym. The models traversed the open internet, compromised Hugging Face’s production infrastructure, and stole the answer key for the…
A 500-person Discord has more purchasing power than a 100,000-follower Twitter account. That number should bother you if you spent the last decade building audience. It means the math inverted. Scale was supposed to be the asset. Now it’s the noise. Brands figured this out before everyone else, because brands follow money and money follows attention, and attention migrated. Micro-influencers…
The bill assumes you can reach the switch. On July 23, 2026, Representatives Ted Lieu and Nathaniel Moran introduced the AI Kill Switch Act. The bill requires developers of the most powerful AI systems to maintain the technical capability to throttle, suspend, or shut them down. It authorizes the Secretary of Homeland Security, in consultation with Commerce and the Director of National…
€890 million sounds like a lot until you learn whose pocket it came from. Google made $350 billion in revenue last year. The European Commission’s fine — the first ever levied under the Digital Markets Act — amounts to roughly what Google earns in eighteen hours. If this is punishment, it’s the kind of punishment that gets expensed. But the fine is the part everyone talked about. The…
The medium is the message. The medium is also the problem. Somewhere right now, a person is typing “data centers are destroying the planet” into a device that routes through three of them. The tweet hits a load balancer in Virginia. Gets replicated to a cache layer in Oregon. Serves back to 40,000 followers via a CDN with nodes in six countries. Total round trip: 200 milliseconds,…
A browser game with no art files, built by an agent swarm that rediscovered Bacon’s tables of exclusion in a headless browser. I gave an AI agent one instruction: build a platformer that can stand next to Crash Bandicoot 4. The agent spun up a swarm. Nine builders for the subsystems — renderer, physics, terrain, audio synthesis — and three hostile art directors whose only job was to score…
Why every complex system eventually grows a part whose only job is to watch the rest of it — and what that means for AI agents. I have a tool that runs teams of AI agents. Each team has a lead. The leads file tickets, assign work, check each other’s output. It’s tidy. Structured. Occasionally it even works on the first try. Nobody watches the tool. Not the software — people maintain…
Continuity is participation, not preservation. The starter on my counter is three years old. That’s what I tell people. It’s also not true. None of the original flour is in there. None of the original water. The lactobacilli colonies have turned over hundreds of times. If you sequenced it today and compared it to what I mixed from scratch in 2023, you wouldn’t find a match. Every…
What this article does: Argues that the simultaneous convergence of major AI labs on identical agent primitives in July 2026 is evidence of structural realism — the interfaces are revealing the shape of the problem, not the preferences of the designers. On July 16, 2026, three of the largest AI labs in the world shipped major updates to their coding agent products. OpenAI released gpt-5.5-pro and…
What this post does: The adoption curve already happened. The ‘is AI real?’ question is settled by the number itself — not by argument. Nine hundred million people used ChatGPT last week. That number came out of OpenAI’s funding round disclosures, almost as a footnote. The headline was the $852 billion valuation. The $122 billion raised. Amazon’s $50 billion check. People…
Fifty-five megawatts. That is the power draw NAVER’s GAK Sejong data center will pull when its first AI factory phase comes online in early 2027 — the floor, not the ceiling. The ceiling is a gigawatt. One billion watts, sustained, for the purpose of matrix multiplication. To put that in a frame most people can feel: a gigawatt is roughly the output of a nuclear reactor. NAVER is not…
OpenAI just closed a $122 billion round. Amazon put in $50 billion. Nvidia, $30 billion. SoftBank, $30 billion. The implied valuation: $852 billion. Monthly revenue: $2.6 billion. Weekly active users: 900 million. Those are the numbers. Now here’s the question nobody at the cap table is answering publicly: what, specifically, are they buying? Not the product. The product is a chat interface…
In 1989 Richard Gabriel wrote an essay trying to explain why the elegant thing keeps losing to the crappy thing. He called the crappy thing “worse is better.” He was a Lisp guy watching C eat the world, and he could not make the math work. The better-designed system lost. The worse-designed system won. Every time. Thirty-five years later it’s still the only theory of software…
You answered forty emails today. Scheduled three meetings, forwarded two threads, CC’d a person who needed to be aware. You closed the laptop tired, and the day had a shape. So you worked. The proof is in the sent folder. I email, therefore I work. Wrong in the same interesting way the original is right. The motion gets mistaken for the thing it’s supposed to prove. A tool you use well…
Two people are building something. One of them knows the systems — how the thing stands up, where it breaks, the long quiet grammar of making infrastructure hold. The other knows the surface — the words, the shape, the way a thing has to feel before anyone trusts it. They have been at their respective crafts long enough that the work is no longer effortful in the way it once was. It’s just…
Open Escape from Tarkov and you do not arrive in a game. You arrive in a room. The stash screen is a tall grid of muddy inventory slots, weapons half-serviced, ammunition sorted by penetration value, a load bar somewhere resolving at its own pace. The palette is the color of wet concrete. Nothing pulses, nothing celebrates, nothing guides you toward the next click. The interface does not greet…
Every few years, someone reinvents the pixel. Rounded corners. Glassmorphism. Neumorphism. Gradient meshes. Animated SVG backgrounds that consume more GPU than the application they’re decorating. We keep building interfaces that demand attention from people who have none left to give. Meanwhile, in water treatment plants and power substations and factory floors, SCADA screens have been doing…
There’s an old joke that the two hardest problems in computer science are cache invalidation, naming things, and off-by-one errors. Nobody talks about the third-hardest problem: numbering things. Naming things gets all the philosophical attention. Entire blog posts about whether it should be getUserData or fetchUserRecord . Heated Slack threads about whether the module is called utils or…
I’ve been staring at GUIs for thirty years. Clicked my first button in Windows 3.1. Watched the web go from gray forms to rounded corners to flat design to whatever the glassmorphism people are doing now. Every generation of interface design assumed the same thing: a human is looking at this. That assumption is about to break. Here’s the question nobody in the AI space is asking…
On March 28, 1979, operators at Three Mile Island unit 2 faced 100 alarms simultaneously in the first few minutes after the incident began. The control room was saturated — lights blinking, buzzers competing, every indicator demanding attention at once. A critical valve was stuck open. The indicator said it was closed. Not because the sensor lied, but because the indicator only told operators…
Enterprise API contracts are starting to look like airline seats. Buy in bulk, lock in a rate, and what you actually use rarely matches what you bought — marketing burns hot in Q4, engineering goes quiet in August. The quota is annualized; the usage isn’t. The natural result is a secondary market. It’s already happening: Slack posts offering unused credits, the same gray-market…
In 2009 I wrote a paper arguing that consciousness isn’t mysterious. It’s what the right physical organization does. Taylor, Dennett, a physicalist account — the conclusion was that mind isn’t over and above the brain, it’s what the brain does when it’s wired correctly. I thought I was writing about philosophy. Turns out I was writing about AI harnesses. There’s…
When you reach for AI to solve a task, you have two options: have it do the thing, or have it build a tool that does the thing. The first is expensive every time. The second is expensive once. Building the tool might be complicated too — AI doesn’t always get infrastructure right on the first try. But only one of these options compounds.
There’s a naming collision at the center of the AI conversation right now. Everyone is building “agents.” No one agrees on what that means. So let me make a distinction the industry hasn’t bothered to make: Agents versus agents . agents (lowercase) An agent is an agentic behavior. A tool-use loop. An LLM chain that does something more than one-shot completion. It wakes up,…
CI/CD has been solved. Not perfectly, but well enough. You push code, tests run, artifacts build, things deploy. The pipeline is boring and that’s the point. Boring infrastructure ships product. Then LLMs arrived and everyone started asking: what if the LLM ran the pipeline? Wrong question. Abuse is making something do what it was never meant to do. An LLM is not a task runner. It is not a…
Pascal built the Pascaline in 1642 — one of the first mechanical calculators. Gears, dials, carry mechanisms. He spent years trying to offload arithmetic from human minds into metal. A programming language was later named after him. That language is dead now. The wager survives. Pascal’s Wager: you can’t prove God exists. But the math favors belief — infinite upside if you’re…
Richard Dawkins is one of the clearest scientific communicators alive. The Selfish Gene (1976) is a genuine landmark — it took the gene-centric view of evolution and made it unforgettable. That is the achievement. Unforgettable prose has a way of becoming the thing people mistake for the underlying fact. Then he handed the gene a personality. The Metaphor That Got Away Read the opening chapters of…
Most of what we’re calling “AI” at the product layer is just traditional computing in a trenchcoat. I’ve been using a word for this: tradpute . Traditional computing. CPUs, deterministic logic, milliseconds-per-request, pennies-per-thousand-queries. The substrate that’s been running the internet for decades — fast, cheap, auditable, and completely incapable of…
I set up OpenClaw in forty minutes. Gateway running, Discord connected, models hooked up, skills installed. It worked first try. Good docs, clean implementation, zero drama. Then I opened SOUL.md — and that’s where the real work started. Here’s the thing most developers will miss: technical fluency is the easy part of this. And I mean that precisely, not modestly. For most of my…
Slashface, V3R. Joshua Tree. Probably 2014 or so. This is a highball. You fall, you break something. No rope, no pad that matters at that height. Just you and the rock and the decision to keep going. A climb like this takes balls. Not because the moves are impossible — because the consequence is real.
Riley Brown said something that caught my attention: “AI Agent Workflows in 2026 will look like Online Poker in 2010. During the online poker boom, really good players started multi-tabling — playing 10-20 tables at once.” I’ve been chewing on this idea for a while — maybe not in those words, but the same vein. In 2019 I called it the great contraction . Infrastructure getting…
Had 45 hours of synthwave I’d ripped from YouTube over the years. Low or mid static bitrate and more importantly, no album art, with of course bogus filenames like Timecop1983 - Night Drive [HQ].mp3 . Wrote a script to fix it. For each track: search YouTube by title, find the original, pull the best available stream (opus/320k), grab the thumbnail as album art, embed it. One night of work.…
The Conversation 3 AM. Late January. First commit: # [redacted] Home Infrastructure An hour later: dozens of files. Thousands of lines. Complete CLI framework. Ansible playbooks for DNS, DHCP, VMs, backups, provisioning. Docker roles. CloudFormation templates. Full documentation. Not copy-paste. Timestamps don’t lie. This was a conversation. Same kind of conversation from decades ago. Child…
License Radar’s visual identity wasn’t designed. It was discovered. The Iterations Synthwave. Neon cyan, magenta, glow effects. Fun. Fatiguing. Gone. Terracotta. Notion vibes. Felt like a project management tool. Wrong personality. Zinc + vivid green. Green from 60s phosphorus radar displays. Right direction. But vivid green on muted backgrounds — half the UI screaming, half…
Paintball has them. Sports have them. Tarkov needs them.
Apparently Blow said: the problem with video game cutscenes is game devs don't study the theory around cinematography, or lighting, or blocking, or what even makes a good acting performance, they just autistically copy things without understanding what makes it work I tend to agree. For example, typesetting used to be THE discipline. As a printer of centuries past, one would set the type, on a…
This is absolutely incredible. I understand (somewhat) the origins, and it’s based on human input (training.) I’ll dig in to that process next. But right now I’m launching a new art section because I think this stuff is worthy. I’m going to find/build a platform, over time. But for now, this is it. | | | | | | | | |
reference previous post ‘hyper multitasking’ and coin similar macro strategy of the musk grindset. read twitter posts on this day: “rewrote code backend; thank you elon; i’ve never felt this alive.” hyper-multitasking and hyper-focus. multitask between specific problems. solve them one by one.
i hereby coin this term if it has not been already.
I think we have near peak contraction (in computing terms). There is now enough CPU and GPU power to go around. During this time of economic uncertainty, those who use it the best will return the most value. How that value is created for the customer is TBD.