Decision Index rebalances weights: category share scales with sqrt of benchmark count

multimodalart · x · 2026-09-26

multimodalart details the new weighting in Decision Index 0.2.1: previously every category had equal share, so areas with fewer benchmarks carried disproportionate weight (1/n each). Now each core area's share scales with the sqrt(n) of its benchmark count, giving each benchmark a 1/n weight — a middle ground between equal-category and equal-benchmark weighting. Arts & taste is fixed at 10% since it's less central to practical applications.

Related event: Decision Index 0.2.1 Fixes SGD Benchmarks, Revamps Category Weights(2 posts)→

Original post →

More from Models

Models channel →