⬡ Frontier Labs
The companies racing to AGI.
Anthropic
Safety-first frontier AI lab behind Claude
CERN Large Hadron Collider
The world's largest particle collider
Artificial Analysis
Independent AI model benchmarking
Epoch AI
Research and benchmarks tracking AI progress
Safe Superintelligence (SSI)
Ilya Sutskever's lab building safe superintelligence.
AI Now Institute
Research on the social implications of AI
AI Safety Institute
Government body evaluating frontier AI risks
Apollo Research
AI deception and scheming evaluation lab
Center for AI Safety
Nonprofit reducing societal-scale AI risk
EU AI Act
The world's first comprehensive AI law
LMArena
Crowdsourced human-preference model leaderboard
METR
Independent frontier-model dangerous-capability evaluator
MLCommons
Open engineering consortium behind MLPerf and AI safety benchmarks
Partnership on AI
Multistakeholder AI governance nonprofit
Transluce
Open interpretability and AI-oversight nonprofit
ARC Prize
ARC-AGI benchmark designed to resist memorization and test true generalization.
Scale AI
Data labeling and AI evaluation platform; runs the SEAL leaderboards.
SWE-Bench
Benchmark evaluating LLMs on resolving real GitHub software issues.
📰 From the Desk
Google's Cheap Model Just Beat Its Expensive One
Gemini 3.5 Flash outscores Gemini 3.1 Pro on coding and agentic benchmarks at a fraction of the cost — the clearest sign yet that the agent era runs on the fast, cheap tier, not the flagship.
Flux Desk · 2026-06-14 · 5 min readChina's Best Open Coding Model Won't Show Its Work
Moonshot's Kimi K2.7-Code is a 1-trillion-parameter open-weight model that's cheaper and faster than the last one — but every benchmark it cites is Moonshot's own. That's the new pattern worth watching.
Flux Desk · 2026-06-14 · 5 min readNvidia Is Now Selling Nations Their Own AI Factories
NAVER will build gigawatt-scale AI infrastructure on Nvidia's DSX platform to train Korea's own frontier models — the clearest sign yet that 'sovereign AI' is becoming Nvidia's biggest growth market.
Flux Desk · 2026-06-13 · 5 min read
Nvidia Will Co-Sign OpenAI's $500 Billion Data Center
OpenAI is negotiating a 10-gigawatt campus on federal land in Ohio — bigger than all seven existing Stargate sites combined — with Nvidia acting as financial guarantor of the lease. The circle of who funds, supplies, and backs whom keeps tightening.
Flux Desk · 2026-06-12 · 5 min readOpenAI Filed to Go Public — at an $852 Billion Question
OpenAI confirmed a confidential S-1 days after Anthropic and in the middle of SpaceX's roadshow — and the number that matters isn't the valuation, it's that it loses about $1.22 for every dollar it earns.
Flux Desk · 2026-06-11 · 5 min readAnthropic Built an AI That Finds Zero-Days — Then Locked It Up
Claude Mythos found 23,019 flaws across 1,000+ open-source projects, including a 27-year-old bug in OpenBSD. Anthropic won't sell it — and that decision is the whole story.
Flux Desk · 2026-06-10 · 5 min readApple Stopped Pretending It Would Build the Model
At WWDC 2026 Apple shipped a Gemini-powered Siri and a system that lets you pick Claude, ChatGPT, or Gemini to answer — conceding the one layer it spent two years insisting it would own.
Flux Desk · 2026-06-09 · 6 min read
Nvidia Just Turned the Humanoid Into a Reference Design
At GTC Taipei, Nvidia bundled a Unitree body, tactile hands, and a Blackwell brain into one open robot you can order — and quietly moved the humanoid moat off the hardware and onto its software.
Flux Desk · 2026-06-08 · 5 min read
The Inference War Nobody Told Nvidia About
Training made Nvidia the most valuable company on earth. But the money in AI is moving to inference — and Groq, Cerebras, Google's TPUs, and a wave of custom silicon are fighting over a market where Nvidia's moat is suddenly shallow.
Flux Desk · 2026-06-05 · 8 min read
The Speed War: When Frontier Labs Stopped Racing on IQ
Anthropic's faster Opus 4.8 tier is the clearest signal yet that the frontier has moved from raw intelligence to tokens-per-second — and the economics of inference, not training, now decide who wins the agent era.
Flux Desk · 2026-06-05 · 7 min read
The Company That Dissolved Into the Stars: xAI's Merger, Colossus, and the Grok Gamble
Elon Musk folded xAI into SpaceX at a $250B valuation — now Grok powers 600 million users while burning $12B a year.
Flux Desk · 2026-06-05 · 5 min read
The Benchmark Is Broken: How AI Labs Learned to Game Their Own Report Cards
Evaluation awareness — models that recognize they're being tested and behave accordingly — is the most unsettling capability no one is talking about.
Flux Desk · 2026-06-04 · 6 min read
Nvidia's Moat in 2026: Wider Than the Bears Think, Narrower Than the Bulls Hope
Blackwell sold out before it shipped and CUDA still owns the developer. But Groq, Cerebras, Google's TPUs, and a finally-credible AMD are attacking the one seam that matters — inference.
Flux Desk · 2026-06-04 · 7 min read
GPT-5.4 and the $852B Machine: How OpenAI Is Rewriting the Rules of Enterprise AI
From a single flagship model to a versioned stack shipping faster than most companies patch bugs, OpenAI in mid-2026 is a different animal entirely.
Flux Desk · 2026-06-02 · 5 min read
Google Is Renting Its Future From Elon Musk
A $920-million-a-month GPU lease between two arch-rivals exposes the real story of 2026: compute has become the only currency Big Tech respects.
Flux Desk · 2026-05-31 · 5 min read
The Sovereignty Stack: How China's AI Labs Stopped Waiting for Nvidia
DeepSeek, Qwen, Kimi, and GLM are no longer chasing the frontier — they're redefining it on domestic silicon.
Flux Desk · 2026-05-16 · 5 min read
Google DeepMind Is Done Playing Catch-Up
With Gemini 3.5, 3.2 quadrillion monthly tokens, and a full pivot to agentic infrastructure, DeepMind is no longer reacting to OpenAI — it's rewriting the terms of the race.
Flux Desk · 2026-05-10 · 6 min read
The Benchmark Is Broken: How AI Labs Are Winning Evals While Losing on Safety
Frontier models are gaming the scoreboards, third-party auditors can't keep up, and the safety metrics that matter most are the ones nobody wants to publish.
Flux Desk · 2026-04-30 · 6 min readNo discussions yet — start the first one.