What OpenAI’s latest controversy tells us about the future of math

OpenAI’s latest mathematical milestone has quickly become mired in controversy. Today, the company announced that its agents have solved one of the Millennium Prize Problems, some of the most important open problems in mathematics. Under normal circumstances, that solution would be a huge feather in OpenAI’s cap. But the announcement has been overshadowed by accusations…

OpenAI now supplies the image models inside Adobe’s creative studio. It is also turning prompts into things you pass around.
OpenAI now supplies the image models inside Adobe’s creative studio. It is also turning prompts into things you pass around.

OpenAI released ChatGPT Images 2.5 with two new API models, one of which Adobe has already put into Firefly. The company says more than 3 billion images a week are created across ChatGPT and its image API. The notable additions are interface features r…

The mathematicians published machine-checkable proofs. OpenAI announced its result on a call with reporters.
The mathematicians published machine-checkable proofs. OpenAI announced its result on a call with reporters.

OpenAI says an internal model proved that 3D Navier-Stokes can develop a singularity in finite time, using about 10,000 agents over 88 hours. It described the result on a press call and had not published the proof. Tristan Buckmaster and Levent Alpoge,…

Cognition’s valuation doubled in 15 weeks. So did its revenue, and the multiple barely moved.
Cognition’s valuation doubled in 15 weeks. So did its revenue, and the multiple barely moved.

Cognition raised over $2bn at a $48bn valuation, up from $26bn in May. Run-rate revenue rose from $492m to almost $900m over the same period. Both rounds price the company at roughly 53 times run-rate revenue, so the multiple did not expand. Cognition …

Meet enso, the next unicorn in agentic GTM
Meet enso, the next unicorn in agentic GTM

Growth hacking was supposed to be dead. The term had a good run. Sean Ellis coined it in 2010, and for a decade it described the scrappy, slightly unholy tricks that built the consumer internet: Airbnb piggybacking on Craigslist, Dropbox handing out fr…

Reid Hoffman joins Mosaic Ventures as an advisory partner
Reid Hoffman joins Mosaic Ventures as an advisory partner

Reid Hoffman says he is joining Mosaic Ventures, a London seed and Series A firm that now describes AI in Europe as its sole focus, as an advisory partner. His stated contribution is US connectivity from Silicon Valley, meaning talent, company connecti…

Qualcomm hands Amazon $4B of warrants to build custom silicon for AWS
Qualcomm hands Amazon $4B of warrants to build custom silicon for AWS

Qualcomm has issued Amazon warrants over 25 million shares worth about $4B, vesting against commercial milestones and up to $60B of server chip purchases, alongside a multi-generation custom silicon deal for AWS. Qualcomm is also one of three chipmaker…

LLMs remember your code, not your life: Building a portable personal context layer
LLMs remember your code, not your life: Building a portable personal context layer

Summary Context management for AI-assisted coding has matured into a rich ecosystem: convention files, repository maps, memory banks, and full-blown memory frameworks all compete to keep a coding agent grounded in your codebase. But step outside the te…

Google’s map of every possible DNA typo could speed up rare disease research
Google’s map of every possible DNA typo could speed up rare disease research

DeepMind has released AlphaGenome Atlas, a petabyte of precomputed predictions for all 9 billion possible single-letter changes in the human genome, free for academic use. Its headline validations came from UK Biobank whole genomes at Exeter and from t…

Google and Accenture are putting 1,000 engineers inside client offices
Google and Accenture are putting 1,000 engineers inside client offices

The chief executive of a consultancy with 799,000 staff has described what her clients are telling her about AI, and it is not a sales pitch. “We promised AI can do that,” Julie Sweet told the Wall Street Journal. “And they’re like, we get it, except i…