ALTK-Evolve: How learned memory tops the τ²-bench leaderboard on customer service tasks without a frontier model

The post introduces ALTK‑Evolve, a learned‑memory architecture for customer‑service tasks. The authors report that it tops the τ²‑bench leaderboard, achieving state‑of‑the‑art performance without using a frontier model. The article discusses the efficiency benefits for real‑world deployments.

Summary written by Kernelia from the original article by Hugging Face Blog. The story and its rights belong to its author.