IBM Research

company

https://research.ibm.com/

AI & ML interests

Enterprise AI and ML, Foundation Models, Responsible AI

Recent Activity

DhavalPatel updated a collection about 1 hour ago

Enterprise Agents and Benchmarks

shubhamrgandhi submitted a paper about 5 hours ago

DRACO: Fine-Grained Credit Assignment with Dynamic Rubrics for Long-Horizon Agent Training

DhavalPatel authored a paper 2 months ago

Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows

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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

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Articles

Real-Time Intelligence with IBM Time Series Models on Confluent

How Much Memory Does Your Agent Actually Need?

Thinking of ACE? We Can Do It with Fewer Tokens

Model Routing Is Simple. Until It Isn’t.

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

Build real agentic apps using CUGA: two dozen working examples on a lightweight harness

Beyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic

ITBench-AA: Frontier Models Score Below 50% on the First Benchmark for Agentic Enterprise IT Tasks — by Artificial Analysis and IBM

The Open Agent Leaderboard

Inside VAKRA: Reasoning, Tool Use, and Failure Modes of Agents

ALTK‑Evolve: On‑the‑Job Learning for AI Agents

IBM and UC Berkeley Diagnose Why Enterprise Agents Fail Using IT-Bench and MAST

AssetOpsBench: Bridging the Gap Between AI Agent Benchmarks and Industrial Reality

CUGA on Hugging Face: Democratizing Configurable AI Agents

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ibm-research 's papers 17

Submitted by

Shubham Gandhi

DRACO: Fine-Grained Credit Assignment with Dynamic Rubrics for Long-Horizon Agent Training

ibm-research

Submitted by

Leo Y

Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents

ibm-research

Submitted by

Ohad Eytan

Flash-GMM: A Memory-Efficient Kernel for Scalable Soft Clustering

ibm-research

Submitted by

Dhaval Patel

Beyond Final Answers: Auditing Trajectory-Level Hallucinations in Multi-Agent Industrial Workflows

ibm-research

3

Submitted by

Asaf Yehudai

Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents

ibm-research

Submitted by

Dhaval Patel

MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments

ibm-research

2

Submitted by

Dhaval Patel

Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge

ibm-research

2

Submitted by

Dhaval Patel

IndustryAssetEQA: A Neurosymbolic Operational Intelligence System for Embodied Question Answering in Industrial Asset Maintenance

ibm-research

2

Submitted by

itay nakash

Efficient Agent Evaluation via Diversity-Guided User Simulation

ibm-research

Submitted by

Barzelay

VAREX: A Benchmark for Multi-Modal Structured Extraction from Documents

ibm-research

Submitted by

Nimrod Shabtay

Look Where It Matters: High-Resolution Crops Retrieval for Efficient VLMs

ibm-research

Submitted by

Leshem Choshen

General Agent Evaluation

ibm-research