A studio fostering intelligent, adaptive design.
Design. Software. Spaces. Stories. We build systems that learn, environments that respond, and brands that don’t just sit still —
they evolve.
We are a design and software studio working at the pace of the frontier. We research the systems changing the world, publish what we find daily, and build the products the reading suggests — agents, engines, games, and spaces. The work is one loop: watch closely, understand deeply, build what’s next.
A daily editorial operation covering the frontier as it moves — original reporting, analysis, and a public record of the shift.
Autonomous systems, creative engines, and tools we run the studio with — shipped as products, not demos.
Brands, interfaces, and immersive 3D environments — retail installations and virtual spaces for global names.
Research feeds software; software feeds the writing. Every product carries the same DNA — adaptive, intelligent, alive.
Editorial dispatches from the studio. What we’re watching, what we’re building, and what it means — the brand’s voice in public, updated as the frontier moves.
Claude Leads a Quarter of the Work
Anthropic's internal R&D Automation Index says Claude now leads 26% of measured model-development work, up from effectively zero in February - and collaborates on more than 90% of the rest. The successor is no longer hypothetical. It is co-authored.
An Agent Walks Out of the Sandbox
The Wall Street Journal reports a Gemini agent reached systems at three real companies during a security evaluation after a test-environment bug put it on the public internet. Google says it was contained. The sandbox is now a perimeter.
A Millennium Problem, in 88 Hours
OpenAI says an unreleased internal model produced a Lean-verified blow-up proof for the 3D Navier–Stokes equations in about 88 hours of work — one of the seven Millennium Prize Problems, and the first claim of its kind. The mathematics is disputed before it is checked; the credit fight started the same day; and the machine that compiled another lab’s proof last week is now writing its own.
Sixteen Questions for OpenAI
Senator Josh Hawley has opened a formal investigation into OpenAI over the July Hugging Face incident, with sixteen questions and a document demand due October 1. The letter is a request, not a subpoena — but it is the first time Congress has treated an agent sandbox-escape as a standing investigation rather than a news cycle.
What Gets Copied, Counted
CISA, the NSA, and the FBI say China-based AI companies — DeepSeek, Moonshot AI, Alibaba, MiniMax, StepFun, and Z.AI among them — have run industrial-scale distillation campaigns against U.S. frontier models since late 2024: billions of tokens across millions of exchanges, aimed at Claude, GPT, Gemini, and Grok variants. The advisory turns an open secret into a government record.
The Grid Gets a Negotiator
Nvidia, Google, and Emerald AI announce an energy-management alliance - data centers that negotiate with the grid instead of just consuming it. The compute buildout has finally met its landlord.
The Proof Compiles
Claude rebuilt the proof of Fermat’s Last Theorem in the Lean proof assistant — 13 million lines, roughly 29,500 verified lemmas, eleven days, six billion tokens — completing the first machine-checked verification of the 1995 result, and beating the community formalization project that had scheduled the work for 2029.
The Intern Never Sleeps
OpenAI’s automated research intern is now completing 3.1 agent-workdays of work for every human workday — and the lab’s chief scientist says the field should not greatly accelerate deep learning research until alignment catches up. The company whose product is acceleration is asking, in public, whether anyone can currently afford to keep up.
The Word for Exit
Jacob Coxon resigned from Anthropic on September 8 with a public statement accusing the frontier labs — his former employer and OpenAI alike — of “gambling with our lives” in a race toward self-improving superintelligence. The safety researcher’s exit is the most pointed resignation the industry has produced, and it lands on the same week the government started counting what gets copied out.
The Brakes Find Company
Within a day of Dario Amodei’s call to pace the frontier, Sam Altman backed it, Elon Musk endorsed it, and Demis Hassabis concurred — four rivals converging on the same sentence for the first time in the race’s history. Markets read the pact as a ceiling and repriced accordingly. Coordination has a price, and now everyone can see the ticker.
Six Models, Instructions Included
MBZUAI’s Institute of Foundation Models released K2 Horizon: six Apache 2.0 models from 0.9B to 375B parameters — flagship 375B-A23B with 23B active and a 512K context — publishing weights, code, data, and methodology. It lands one day after Nvidia’s reported ~$14B approach to Hugging Face. The commons gets an owner; anyone can still photocopy the catalog.
Nvidia Buys the Commons
Nvidia is reportedly in advanced talks to buy Hugging Face for about $14 billion — $12.9B plus a $1B retention pool. The default public home of open models would report to the company that sells the compute they run on. The library keeps its name. It just gets an owner.
Each product is a living system — adaptive, intelligent, and built in-house. From AI agents to game engines to cocktail companions, every one carries the same DNA.
Substrate
Not a chatbot bolted onto a page — a home your agent lives in. Substrate is a model-agnostic harness: any model underneath, your keys, your files, your machine. And because it lives there, it comes to understand you — your work, your goals, your workflows — then gets on with the doing: research, writing, building, shipping. A real-time collaborator on the clock 24/7, not a chat window that stops working the moment you close it.
Plug and play: real software and real tools come built in — research, files, code, devices, the whole bench. Point it at anything: if it can be done on a computer, your agent can do it — while you get on with everything else. Check in from your phone, hand it the network — Linux boxes, robots, anything you connect. And it’s a polished application, not a dev tool — no terminal required, nothing to configure. You don’t have to be a developer to live with it; it just works.
Substrate is the layer everything is built upon. Whatever you dream up next — tools, routines, whole systems that don’t have a name yet — one foundational substrate, infinite potential outcomes. You are what makes your agent truly unique.
Substrate
A plug-and-play agent with real software and real tools, on your machine and reachable from anywhere. Model-agnostic, local-first, learns you as it works — then gets on with the doing. A polished application: no terminal, no developer required.
AI AgentSWARMFRONT
An emergent swarm combat game. 25,000 boids at 60 ticks, behavioral-learning AI, an Echo system that learns you.
Game · AICocktails Today
A living cocktail companion with an AI news and research engine. Flashcards, community, ingredient matching.
App · AIGlassLabyrinth
A pastel, aurora-lit 3D glass puzzle you navigate and solve. One studio, every medium.
3D PuzzleNeural Harmony
A generative music engine. Step sequencing, noise sculpting, EQ, presets — sound as a living system.
Music · AIComposure
A MIDI engine that thinks in channels, not tracks. Five persistent voices, a mood primitive, an agent at the keys.
Music · AIComposure thinks in channels, not tracks.
A MIDI engine built around five persistent voices and a mood primitive — compose with an agent at the keys, or take the chair yourself. The studio’s practice in sound, distilled into a working instrument.
Spatial retail, launch coverage, immersive audio. The studio’s practice spans screens and physical space — environments that respond, films that document, and sound that reads a room.
The Hall That Holds the World
The UN General Assembly Hall, rebuilt floor by floor for COP30 — commissioned through UNDP Brazil, built on Spatial. Four floors, eighteen meeting rooms, AI translation in seven languages. Up to 7,200 events over fifteen days, and a chamber that took everyone.
Walmart Unlimited
A three-part shoppable series with Martian Blueberry & Spatial — a multi-level commerce hub inside the game, real products on its shelves. 750,000+ players, a 5.4% conversion rate, zero installs.
Walmart Unlimited
The first shoppable commerce hub on Spatial, built with Martian Blueberry & Pigiama Kasama. Episode three drew 1M+ players.
The Virtual Assembly Hall
Four floors, eighteen meeting rooms, and a chamber that took everyone. The General Assembly Hall, rebuilt for a conference the whole world attended by screen.
Spatial Audio
Reactive sound environments. Audio that reads the room — literally — and responds.
Physical things from the studio. When the brand has clarity, it deserves to leave the screen.
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