Stanford and DeepMind Propose TURTLE to Evolve Harder Tool-Use Benchmarks

Stanford and Google DeepMind introduced TURTLE, which uses AlphaEvolve to evolve existing tool-use benchmark tasks like AppWorld into harder long-horizon problems with roughly 50% pass rates.

2026-11-09 ~ 2026-11-09 · 2 related posts

• Stanford and DeepMind evolve stale benchmarks into hard tests with TURTLE, targeting 50% solver success — rohanpaul_ai · 2026-11-09
• Stanford & DeepMind's TURTLE evolves tool-use benchmarks into harder, self-tuning tests — rohanpaul_ai · 2026-11-09