M Saad Salman

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upvoted 3 papers 3 days ago

One Model to Loop Them All: Elastic Latent Recurrence for Language Models

Paper • 2610.12582 • Published 8 days ago • 12

Can AI Agents Learn Their Way to the Top? Evaluating Heuristic Learning in a Long-Running Game Agent Competition

Paper • 2610.12341 • Published 8 days ago • 46

Thinking Inertia: LLMs Keep Thinking When Told Not To

Paper • 2610.11765 • Published 8 days ago • 241

upvoted 4 papers 8 days ago

SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles

Paper • 2610.09832 • Published 9 days ago • 14

Agentic RAG Evaluation: Budget Allocation Across Questions, Trajectories, and Reads

Paper • 2610.05034 • Published 12 days ago • 22

Recurrent Looped Transformer

Paper • 2610.07591 • Published 10 days ago • 32

Questioning the Questions: Sustaining Self-Evolution in Reasoning Models

Paper • 2610.04299 • Published 13 days ago • 82

upvoted 2 papers 10 days ago

Base Models Can Reason By Taking a Cue From Training Data

Paper • 2610.06851 • Published 11 days ago • 28

PaLoRA: Paced Low-Rank Adaptation for Continual Learning

Paper • 2610.04226 • Published 13 days ago • 11

upvoted 3 papers 11 days ago

CorrGRPO: Correlation-Normalized GRPO for Multi-Reward Learning

Paper • 2609.36820 • Published 17 days ago • 41

Decoding Looped Transformers Better for (Almost) Free

Paper • 2610.02185 • Published 15 days ago • 46

Transformers Stop Thinking Too Early, and a Tiny LoRA Fixes It

Paper • 2609.36585 • Published 17 days ago • 72

upvoted a paper 14 days ago

AutoDataBench: A Data-centric Testbed for Accelerating Auto Research

Paper • 2609.40097 • Published 16 days ago • 50

upvoted 7 papers 15 days ago

Jev thinks "I don't know'', but doesn't say it: Introducing Sys1Cal-v1 Dataset for Probability Calibration

Paper • 2609.35342 • Published 18 days ago • 8

Language Models Are "Insecure" Reporters

Paper • 2609.36139 • Published 18 days ago • 17

EasyPPO: Stabilizing the Critic Is Key

Paper • 2609.36802 • Published 17 days ago • 39

Follow the Entities: A Corpus Map for Agentic Search

Paper • 2609.37226 • Published 17 days ago • 100

Omni-IO Skills: Harnessing Your Agent Omni-Native

Paper • 2609.31847 • Published 21 days ago • 192

Raven: The Harness of Harnesses for Composable Agentic Intelligence

Paper • 2609.33439 • Published 19 days ago • 595

SkillSeek: Revisiting Agent Skill Retrieval at Marketplace Scale

Paper • 2609.38822 • Published 16 days ago • 7