Research should survive contact with evidence.
I build research systems that turn ambitious AI claims into reproducible, inspectable evidence.
Paper · Open-source contributions · Email
Nullius in verba.
Research should survive contact with evidence.
I build research systems that turn ambitious AI claims into reproducible, inspectable evidence.
Paper · Open-source contributions · Email
Nullius in verba.
AstroTwin Direction 1B public judge demo with browser-only BYOK Qwen evaluation
JavaScript 2
Claim-relative identified sets across benchmark evaluation specifications
Python 1