Prime Intellect engineer: "everyone's bragging about a million-token context. here's what they don't tell you. at 256k tokens GPT-5.5 scores 80% on retrieval. push it to a million and it drops to 36%. the model accepts the context, it just can't reason across it. people call it context rot." in a 20-minute talk he explains why bigger context windows won't save your agents. continual learning + training on your own traces + real environments - that's the fix. Watch the talk, then save!
Andrew Ng just dropped a free course on Claude Code from scratch, taught with the Anthropic team:
00:00 - why Claude Code is so agentic
04:00 - shockingly simple architecture
12:00 - point it at any codebase
this short watch will replace 10 paid coding agent courses. Andrew Ng
source & further reading
twitter.com — original article