DiLoCo: Data Parallelism for the Datacenter Poor
Distributed training sans datacenter.
RL
RL Needed LLMs Because Agency Requires Priors
We tried RL once. It didn’t work. I’m confident it will this time.
Deep Reinforcement Learning for Security: Toward an Autonomous Pentesting Agent
A manifesto on RL in cybersecurity, from when deep RL was the thing.