view article Article ALTK-Evolve: How learned memory tops the τ²-bench leaderboard on customer service tasks without a frontier model ibm-research • 4 days ago • 25
view article Article ALTK-Evolve: How learned memory tops the τ²-bench leaderboard on customer service tasks without a frontier model ibm-research • 4 days ago • 25
DRACO: Fine-Grained Credit Assignment with Dynamic Rubrics for Long-Horizon Agent Training Paper • 2609.04094 • Published Sep 3 • 27
view article Article ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration ibm-research • Jun 30 • 27
view article Article Build real agentic apps using CUGA: two dozen working examples on a lightweight harness ibm-research • Jun 23 • 40
view article Article Beyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic ibm-research • Jun 1 • 92
view article Article Inside VAKRA: Reasoning, Tool Use, and Failure Modes of Agents ibm-research • Apr 15 • 30