Kieran Garvey

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upvoted a paper 26 days ago

Lost in the Noise: How Reasoning Models Fail with Contextual Distractors

Paper • 2601.07226 • Published 27 days ago • 32

upvoted 14 papers about 1 month ago

Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning

Paper • 2601.03872 • Published Jan 7 • 42

OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment

Paper • 2601.01576 • Published Jan 4 • 18

COMPASS: A Framework for Evaluating Organization-Specific Policy Alignment in LLMs

Paper • 2601.01836 • Published Jan 5 • 10

OpenRT: An Open-Source Red Teaming Framework for Multimodal LLMs

Paper • 2601.01592 • Published Jan 4 • 12

Digital Twin AI: Opportunities and Challenges from Large Language Models to World Models

Paper • 2601.01321 • Published Jan 4 • 18

Confidence Estimation for LLMs in Multi-turn Interactions

Paper • 2601.02179 • Published Jan 5 • 16

SimpleMem: Efficient Lifelong Memory for LLM Agents

Paper • 2601.02553 • Published Jan 5 • 36

The Reasoning-Creativity Trade-off: Toward Creativity-Driven Problem Solving

Paper • 2601.00747 • Published Jan 2 • 20

SWE-Lego: Pushing the Limits of Supervised Fine-tuning for Software Issue Resolving

Paper • 2601.01426 • Published Jan 4 • 22

MindWatcher: Toward Smarter Multimodal Tool-Integrated Reasoning

Paper • 2512.23412 • Published Dec 29, 2025 • 40

SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning

Paper • 2512.24330 • Published Dec 30, 2025 • 35

MOSS Transcribe Diarize: Accurate Transcription with Speaker Diarization

Paper • 2601.01554 • Published Jan 4 • 57

Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization

Paper • 2512.24615 • Published Dec 31, 2025 • 119

Benchmark^2: Systematic Evaluation of LLM Benchmarks

Paper • 2601.03986 • Published Jan 7 • 34