ALTK-Evolve tops τ²-bench customer service with learned guidelines, not frontier models
IBM's ALTK-Evolve uses GPT-4.1 to distill agent behavior into reusable guidelines, hitting 67.5% Pass^4 on retail customer service—beating every retail leaderboard entry without weight updates.