October 20, 2026
Agent memory without a top model tops the support rankings: +10 points in retail

Learned agent memory raised GPT-4.1 in retail tasks of τ²-bench from 57.5% to 67.5% on Pass⁴, the share of tasks solved in all four runs. Data from the IBM Research blog on Hugging Face.