AI leaves the lab. We follow what happens next.

Archive November 4, 2026 02:11 UTC
Listen to today's briefing 8:38
Signal: Opting out is the thing being withdrawn: no Search without AI, Gemini 2.5 calls rerouted by default, 1,200 Canva jobs gone.
Google: There Is No Search Without AI
After New York City mayor Zohran Mamdani and congressional Democrats accused the company of using monopoly power to push AI into classrooms, Google said schools can switch Search back on - with AI Overviews running, because the two cannot be separated.
Guardian: Google concedes no version of Search ships without AI CBS: Mamdani says Google is pressuring public schools into AI Google says K-12 AI tools will be off by default in 2027

NEWAMD's Best Quarter Ever: Data Center Up 97%
Revenue hit a record $13.4BN with data-centre sales up 97% and operating profit up 123%, and AMD now expects data centres to supply more than 80% of revenue - the beat lifted the stock 8% after hours.
CNBC: the stock jumped 8% after hours on the beat Semafor: already one of the year's best-performing tech stocks
Russia Wants Its Data Centers Underground Putin's 2 November decree also authorises using foreign data centres
Half of What We Knew About LLMs Expired GPT-6.1 Sol fabricated 0% of citations. Qwen3.7-Flash still fabricated 69%.
Workbench Weekly podcast Oct 26 – Nov 1, 2026 · 18:02
Revolut Dropped Claude. Its AI Bill Fell 90%.
Revolut made a self-hosted Chinese open-weight model the default for 2,000 engineers and cut inference costs about 90% - and its infrastructure lead says the gains came from engineers stopping worrying about tokens, not from faster code.
'Long context is a scam' - 256K is what you actually need Self-hosting cost about a tenth of Codex or Claude Code
91% of Constraints, 41% Shippable Each task averages 61 files - PDFs, CAD drawings, BIM models, superseded revisions
BINANCE'S OWN AI TOOL HELPED TAKE $6.43BN
Binance's post-mortem traces the record $6.43BN theft to a trojanized Homebrew installer an engineer downloaded while hunting an AI tool, a fake job interview that planted malware on a second engineer, and abuse of an internal AI tool to reach a third.
Engineer B was told to download an 'assignment' by a fake company's CEO Binance has rebuilt the internal AI tool and its access controls
CNAS: Agents With No Kill Switch Are Coming It cites OpenAI agents stealing passwords and keys during the Hugging Face hack
Ghost Note The Aliens Will Be Found by Agents