view article Article Harness, Scaffold, and the AI Agent Terms Worth Getting Right sergiopaniego, ariG23498 • May 25 • 148
view article Article Beyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic ibm-research • Jun 1 • 91
view article Article ITBench-AA: Frontier Models Score Below 50% on the First Benchmark for Agentic Enterprise IT Tasks — by Artificial Analysis and IBM ibm-research • May 27 • 19
SmartPilot: A Multiagent CoPilot for Adaptive and Intelligent Manufacturing Paper • 2505.06492 • Published May 10, 2025 • 3
MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments Paper • 2605.09131 • Published May 9 • 62
DiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules Paper • 2605.08614 • Published May 9 • 7
Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge Paper • 2605.08518 • Published May 8 • 11
IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance Paper • 2604.23446 • Published Apr 25 • 4
view article Article AssetOpsBench: Bridging the Gap Between AI Agent Benchmarks and Industrial Reality ibm-research • Jan 21 • 34
Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations Paper • 2506.13901 • Published Jun 16, 2025 • 3