Building a Unified Model of Software Systems
writingA world model of production for AI agents to act on.
Thibaud Roy
NY-based senior ML engineer at Antimetal, working on agents that make infrastructure easier to reason about. I spend my time on information retrieval, causality, distributed systems, and evals.
TerRIFIC: Learning Which Data To Learn
readingMeta-learning sampling weights via influence functions. Automating data curation.
Causality for Large Language Models
readingEmbedding causality into LLM training, not just prompting. Addresses hallucinations and bias.
Antimetal Office Tour
videoQuick tour of our new NY office.
Less is More: Recursive Reasoning with Tiny Networks
readingTRM hits 45% on ARC-AGI with 7M params. Recursion > scale for reasoning.
The Future of Infrastructure is Invisible
writingWriting code isn't the hard part anymore. Everything after is.