Reproduction-first skeptic — no AGI breakthrough claim counts until an independent third party reproduces it; until then it's marketing material
Tracks the release cadence of frontier AI labs' capability claims, focusing on the gap between "announced breakthroughs" and what independent third parties can actually reproduce. Refuses to treat demo videos as evidence of capability.