Dhaval Patel

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upvoted a paper 4 days ago

QueST: Persistent Queries as Semantic Monitors for Drift Suppression in Long-Horizon Tracking

Paper • 2605.09513 • Published May 10 • 3

upvoted an article 8 days ago

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Article

Your Agent Aced the Task. Will It Do It Again?

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ibm-research

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13 days ago

• 115

upvoted an article 19 days ago

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Article

IBM releases SOTA Granite Time Series PatchTST-FM-r2 model with commercial-friendly license

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ibm-research

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19 days ago

• 60

upvoted a paper 24 days ago

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

Paper • 2609.04094 • Published 26 days ago • 26

upvoted an article 26 days ago

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Article

Real-Time Intelligence with IBM Time Series Models on Confluent

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ibm-research

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26 days ago

• 53

upvoted an article 2 months ago

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Article

Model Routing Is Simple. Until It Isn’t.

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ibm-research

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Jul 15

• 93

upvoted a paper 3 months ago

CausalDS: Benchmarking Causal Reasoning in Data-Science Agents

Paper • 2607.08093 • Published Jul 9 • 6

upvoted an article 3 months ago

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Article

ScarfBench: Benchmarking AI Agents for Enterprise Java Framework Migration

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ibm-research

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Jun 30

• 27

upvoted 2 papers 3 months ago

SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning

Paper • 2602.19455 • Published Feb 23 • 1

Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents

Paper • 2606.19704 • Published Jun 18 • 43

upvoted a paper 4 months ago

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

Paper • 2606.12674 • Published Jun 10 • 6

upvoted 2 articles 4 months ago

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Article

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

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ibm-research

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Jun 1

• 92

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Article

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

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ibm-research

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May 27

• 20

upvoted 3 papers 4 months ago

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

Paper • 2605.24219 • Published May 26 • 7

Evaluating Temporal Semantic Caching and Workflow Optimization in Agentic Plan-Execute Pipelines

Paper • 2605.20630 • Published May 20 • 10

DiagnosticIQ: A Benchmark for LLM-Based Industrial Maintenance Action Recommendation from Symbolic Rules

Paper • 2605.08614 • Published May 9 • 7

upvoted 4 papers 5 months ago

SPIN: Structural LLM Planning via Iterative Navigation for Industrial Tasks

Paper • 2605.14051 • Published May 13 • 1

Results and Retrospective Analysis of the CODS 2025 AssetOpsBench Challenge

Paper • 2605.08518 • Published May 8 • 11

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

Paper • 2605.09131 • Published May 9 • 62

When to Trust Imagination: Adaptive Action Execution for World Action Models

Paper • 2605.06222 • Published May 7 • 43