Greg Kamradt: AI Benchmarks Should Measure Contribution to Knowledge Frontier

Greg Kamradt, a key figure behind the ARC evals, said he increasingly favors benchmarks measuring AI's contribution to the knowledge frontier over simple task completion, and suggested attribution analysis could isolate AI's real economic value while humans remain in the loop.

2026-11-04 ~ 2026-11-04 · 3 related posts

• Greg Kamradt: benchmarks should measure AI's contribution to the frontier of knowledge — GregKamradt · 2026-11-04
• Benchmark rethink: measure AI's contribution to the frontier of knowledge, not task completion — omarsar0 · 2026-11-04
• Greg Kamradt: attribution analysis could tease out AI's per-person dollar gains — GregKamradt · 2026-11-04