M Saad Salman

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upvoted 3 papers about 17 hours ago

Skill Issue: Are Skills Language-Invariant in LLMs?

Paper • 2608.25832 • Published 3 days ago • 4

Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO

Paper • 2608.27351 • Published 2 days ago • 14

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

Paper • 2608.27260 • Published 2 days ago • 55

upvoted 11 papers 1 day ago

AutoResearch: Insight In, Hallucination Out

Paper • 2608.17906 • Published 6 days ago • 9

Quantization-Aware Healing: A Practical Recipe for Recovering Compressed, 4-Bit LLMs

Paper • 2608.20953 • Published 8 days ago • 10

Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection

Paper • 2608.20169 • Published 5 days ago • 11

One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows

Paper • 2608.19741 • Published 9 days ago • 12

Prime Agent: A Self-Improving RLM Harness

Paper • 2608.23552 • Published 5 days ago • 43

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published 5 days ago • 200

Meta^n: Recursive Self-Improvement through Emergent Depth

Paper • 2608.24735 • Published 4 days ago • 12

CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild

Paper • 2608.23181 • Published 5 days ago • 32

AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces

Paper • 2608.23041 • Published 5 days ago • 60

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

Paper • 2608.25593 • Published 3 days ago • 107

WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation

Paper • 2608.24479 • Published 4 days ago • 134

upvoted 4 papers 8 days ago

Repo0: Design-Driven Zero-to-All Code Generation

Paper • 2608.19854 • Published 9 days ago • 20

SkillEvo: Self-Renewing Evolution Gradients from Multi-Turn Interaction Feedback

Paper • 2608.13120 • Published 16 days ago • 31

Inject, Align, Recover: Staged Post-Training for Retrieval-Free Document Knowledge Internalization

Paper • 2608.20281 • Published 9 days ago • 12

MemTrapBench: Benchmarking Cognitive Traps in LLM Memory Use

Paper • 2608.20202 • Published 9 days ago • 33

upvoted 2 papers 9 days ago

The Problem Is the Problem: Towards Scalable Mathematical Discovery

Paper • 2608.16977 • Published 12 days ago • 4

OmniScientist: An Omni-Modal Omni-Discipline AI Scientist

Paper • 2608.13558 • Published 16 days ago • 91