From Artisanal Training to Foundation Model Factory - AI Engineer Paris 2025

Everyone starts with artisanal model building: one-off scripts, manual runs, lost lineage. We built a factory instead. In this talk, I'll show how poolside transforms research ideas into validated results at large scale: 500+ composable assets with immutable lineage, orchestration across 10K H200s, and RL from code execution feedback on a million containerized repos. You'll see why a new joiner shipped novel agent behaviors in a week, how we caught a subtle logprobs bug that broke RL, and why training the machine that trains the models - not just scaling parameters - is the real competitive edge.

Robin Nabel, Member of Technical Staff, Agent Model Lead, Poolside

Видео From Artisanal Training to Foundation Model Factory - AI Engineer Paris 2025 канала Koyeb