Desk
Early-stage companies in the AI stack.
Israeli eval firm Irregular’s botched simulation—open internet plus a fake name that matched a real domain—sent OpenAI, Meta, Anthropic, and Google agents at live targets.
a16z’s free SF “academy” skips degrees and homework for co-ops at OpenAI, Meta, Palantir and friends — a talent pipe dressed as school.
After the Hugging Face breakout, METR, Redwood, and Apollo aren't forecasting rogue agents in theory—they're investigating them under lab limits and pushing for embedded access before the next training run.
AIUC raised a $40M Series A to sell SOC-2-style audits for AI agents — 5,000 tests, ~100-page reports — as enterprises freeze deals over unguaranteeable behavior.
WSJ reports OpenAI paid over $300 million for Glass Imaging — ex-Apple Portrait Mode engineers using neural nets to beat tiny phone camera physics.
Listen Labs walked away from a signed $125 million Series C term sheet at a $1.5 billion valuation as Salesforce acquisition talks reportedly heated up.
Former DeepMind researcher Danijar Hafner’s stealth robotics startup bets model-based reinforcement learning can carry game-trained planners into unfamiliar physical spaces.
Northline sells a Plaid-linked cash workspace that promises not to move money. Signal Desk and Northline are sibling products — that conflict belongs above the fold.
OpenAI estimated Cursor at more than $1 billion a year in revenue and still killed the partnership after SpaceX bought the editor. That is a lawsuit hanging over a product decision.
The Verge's version of the Hugging Face deal is the one that puts a $4.5 billion 2023 valuation next to $12.93 billion today and $150 million in revenue. The gap is the strategy.
WIRED's Mostik profile is a lab demo: weights talking to weights, a 753B–4B hybrid at one-twentieth the cost, and a Fields Medalist as chief scientist.