Your Agent Aced the Task. Will It Do It Again?
• 120
AI & ML interests
Enterprise AI and ML, Foundation Models, Responsible AI
Recent Activity
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Papers
DRACO: Fine-Grained Credit Assignment with Dynamic Rubrics for Long-Horizon Agent Training
Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents
Articles
Article
Your Agent Aced the Task. Will It Do It Again?
ibm-research
• • 120
ayhansebin
published an article about 1 month ago
Article
IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial-friendly license
ibm-research
• • 60 ayhansebin
published an article about 1 month ago
Article
Real-Time Intelligence with IBM Time Series Models on Confluent
ibm-research
• • 53 Article
How Much Memory Does Your Agent Actually Need?
ibm-research
• • 83 Article
Thinking of ACE? We Can Do It with Fewer Tokens
ibm-research
• • 33
Article
Model Routing Is Simple. Until It Isn’t.
ibm-research
• • 94
Article
ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration
ibm-research
• • 27
anupamamurthi
published an article 4 months ago
Article
Build real agentic apps using CUGA: two dozen working examples on a lightweight harness
ibm-research
• • 40
Article
Beyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic
ibm-research
• • 92 ayhansebin
published an article 5 months ago
Article
ITBench-AA: Frontier Models Score Below 50% on the First Benchmark for Agentic Enterprise IT Tasks — by Artificial Analysis and IBM
ibm-research
• • 20
Article
The Open Agent Leaderboard
ibm-research
• • 18
ankita-naik
published an article 6 months ago
Article
Inside VAKRA: Reasoning, Tool Use, and Failure Modes of Agents
ibm-research
• • 30 Article
ALTK‑Evolve: On‑the‑Job Learning for AI Agents
ibm-research
• • 32 ayhansebin
published an article 8 months ago
Article
IBM and UC Berkeley Diagnose Why Enterprise Agents Fail Using IT-Bench and MAST
ibm-research
• • 20
DhavalPatel
published an article 9 months ago
Article
AssetOpsBench: Bridging the Gap Between AI Agent Benchmarks and Industrial Reality
ibm-research
• • 34
Article
CUGA on Hugging Face: Democratizing Configurable AI Agents
ibm-research
• • 68