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Part 11 of the Reinforcement Learning course is available now.
It tackles what is arguably the hardest open problem in agentic RL right now. GRPO needs a reward for every response. For math and cod...
Brian Armstrong from Coinbase said humans shouldn’t be the ones choosing which model answers a request. Model selection is a job for AI.
Coinbase is already running on that belief. They built a routing layer in front of every request.
LLM...
Getting raw records into clean JSONL, deduped and correctly formatted, routinely takes longer than the training run itself.
Then comes hyperparameter tuning, where a bad configuration r...
External services are peppered throughout your code: talking to APIs, auth providers, payment processors, etc.
Coding agents make it worse, because while the code works, nobody has a clear inve...
Dario Amodei said a one-person billion-dollar company has a 70-80% chance of showing up by 2026. He said it on stage at Anthropic’s developer conference last year.
Matthew Gallagher proved it by starting Medvi, an AI-run telehealth company...
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