Dwarkesh Patel × 3Blue1Brown's Grant Sanderson: AI's Math Progress Is 'Fractally Spiky' — Cold-Solves IMO Geometry in 19s, Fails Combinatorics

Dwarkesh Podcast·low signal

In a new Dwarkesh episode on AI and the future of math, Grant Sanderson frames model capability as 'fractally spiky' — an AI can cold-solve an IMO geometry problem in 19 seconds yet flounder on combinatorics — and notes the verification loop on whether a proof is even interesting can run a century. It's a useful corrective to benchmark-driven AGI narratives. For builders, the reusable lesson is that uneven, jagged competence within a single domain is the norm, so trust agent output per-task, not per-domain.