view article Article ALTK-Evolve: How learned memory tops the τ²-bench leaderboard on customer service tasks without a frontier model ibm-research • about 11 hours ago • 20
QueST: Persistent Queries as Semantic Monitors for Drift Suppression in Long-Horizon Tracking Paper • 2605.09513 • Published May 10 • 3
view article Article IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial-friendly license ibm-research • Sep 9 • 60
Enterprise Agents and Benchmarks Collection Enterprise agent ecosystem featuring AssetOpsBench (industrial) and ITBench (SRE, FinOps, CISO), CUGA to accelerate AI Automation • 22 items • Updated Sep 4 • 21
DRACO: Fine-Grained Credit Assignment with Dynamic Rubrics for Long-Horizon Agent Training Paper • 2609.04094 • Published Sep 3 • 27
view article Article Real-Time Intelligence with IBM Time Series Models on Confluent ibm-research • Sep 2 • 53
CausalDS: Benchmarking Causal Reasoning in Data-Science Agents Paper • 2607.08093 • Published 7 days ago • 6
view article Article ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration ibm-research • Jun 30 • 27
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published Jun 21 • 96 • 3
SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning Paper • 2602.19455 • Published Feb 23 • 1
Enterprise Agents and Benchmarks Collection Enterprise agent ecosystem featuring AssetOpsBench (industrial) and ITBench (SRE, FinOps, CISO), CUGA to accelerate AI Automation • 22 items • Updated Sep 4 • 21
Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows Paper • 2605.24219 • Published May 26 • 7
Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents Paper • 2606.12674 • Published Jun 10 • 6