Overview
News
Technologies
Salaries
Products
People
Growth
Financials
Overview
Posts Ideas The Map About Subscribe I'm Abhishek Shankar. I build things — that's the shortest honest version.
News
The AI Math Boom Is a Trust Infrastructure Boom in Disguise
Three startups building AI mathematicians raised over $580 million in the last twelve months. Harmonic sits at a $1.45 billion valuation. Axiom Math jumped from $300 million to $1.6 billion in five months. Math Inc, the smallest of the three, formalized T
Read more
Report
The Zero-Discount Claim
Here is a claim that does not ask you to trust the mathematician who posted it, the AI lab it credits, or a word of the coverage around it. Take the polynomial map that Levent Alpöge published on July 19, three polynomials in three variables: Differentiat
Read more
Report
The Unaudited Trillion
The most cited number in enterprise AI is that 95 percent of corporate generative-AI pilots deliver no measurable return. It comes from a mid-2025 report out of MIT's NANDA initiative, and it has traveled into board decks, earnings calls, short theses, an
Read more
Report
Sonnet 5 Closed the Gap With Opus. The Rumor Mill Closed It Too.
Anthropic shipped Claude Sonnet 5 today. Within the hour, two different numbers were circulating for the same benchmark. One came from Anthropic's own chart, attached to a specific evaluation, run at a specific effort level, with a footnote explaining exa
Read more
Report
Every Harness Is a Short Position on the Model
I argued on this site that the harness is the product, that the frontier model is a wasting commodity and the thin layer of scaffolding wrapped around it is the asset you actually own. I stand by the correction. It was aimed at the people still treating t
Read more
Report
Pro access
Upgrade to see all 28 mentions
Upgrade to a paid plan to read every media mention of this company - funding news, awards, product launches and press releases from all the outlets writing about it.
Every media mention and press release
Funding news, awards and product launches
Fresh coverage from every outlet writing about the company
Upgrade now
Cancel anytime. Secure checkout. Instant activation.