OpenAI's ten Astra math proofs are machine-verified correct. Two mathematicians say two of them lift uncredited prior work. The gap between correct and original is the whole story.
Posts by Ty Sutherland
AI Gets Your Spreadsheet 89% Right. The Wrong 11% Is Built to Pass Your Review.
AI builds a financial model fast, then fails in subtle ways that pass your review. The practitioner workflow that catches the errors before your name is on them.
Anthropic confirmed an in-house silicon team to co-design an inference chip for Claude, targeting a ~50% cut in per-token cost. The reason isn't beating Nvidia. It's arithmetic, and it changes the...
OpenAI’s Astra Can Hack Hardened Systems on Its Own. That’s Why It’s Paused.
OpenAI halted work on its Astra model after internal tests showed it may autonomously find and exploit zero-days, the first frontier model to trip its own Critical cyber threshold. The pause is real....
Cloudflare Gave AI Agents a Wallet. Here’s the Whole Agent-Payment Stack and Where the Risk Lives.
Cloudflare just gave AI agents stablecoin wallets. Here's how agentic payments actually work across x402, AP2, ACP, and the card networks, and how to keep the spend contained.
Researchers Broke Every AI Browser They Tested. Picking One Is Now a Security Decision.
Every agentic AI browser tested at Black Hat 2026 failed the same prompt-injection test. Here's how Comet, Atlas, Claude, Gemini, and Dia actually differ, and how to run one without handing an...