AI Research - Signalful

4,000 Years of Thinking in 88 Hours

OpenAI pointed 10,000 agents at a Millennium Prize problem for 88 hours. That is about 4,000 years of one person thinking, and they solved it.

Oct 5, 2026 · 6 min read

Today's chatbots write one word at a time. Stanford's Stefano Ermon is betting the next generation writes them all at once.

Oct 3, 2026 · 4 min read

ElevenLabs started because Polish TV still dubs every foreign film with one flat voice reading all the parts.

Oct 3, 2026 · 4 min read