M Saad Salman

MSS444's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted 3 papers about 10 hours ago

Recursive Criticality of AI Self-Improvement

Paper • 2609.00137 • Published 3 days ago • 4

Harness-of-Harness: Multi-Day Autonomous Software Development with Continual Improvement

Paper • 2609.01481 • Published 2 days ago • 9

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published 2 days ago • 410

upvoted 3 papers 1 day ago

CAST: Critique-Aware Supervision for Training Reliable Long-Horizon Tool-Calling Agents

Paper • 2608.30147 • Published 3 days ago • 6

Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents

Paper • 2608.31076 • Published 3 days ago • 15

Scaling Large Reasoning Models beyond Human Supervision: A Path toward Superintelligence

Paper • 2608.31075 • Published 3 days ago • 23

upvoted 2 papers 2 days ago

Rubric-to-Code Credit Assignment for Reinforcement Learning

Paper • 2608.27906 • Published 6 days ago • 6

Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities

Paper • 2608.28122 • Published 6 days ago • 59

upvoted 3 papers 6 days ago

Skill Issue: Are Skills Language-Invariant in LLMs?

Paper • 2608.25832 • Published 8 days ago • 4

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

Paper • 2608.27351 • Published 7 days ago • 20

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

Paper • 2608.27260 • Published 7 days ago • 69

upvoted 9 papers 7 days ago

AutoResearch: Insight In, Hallucination Out

Paper • 2608.17906 • Published 11 days ago • 10

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

Paper • 2608.20953 • Published 13 days ago • 11

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

Paper • 2608.20169 • Published 10 days ago • 11

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

Paper • 2608.19741 • Published 14 days ago • 12

Prime Agent: A Self-Improving RLM Harness

Paper • 2608.23552 • Published 10 days ago • 48

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Paper • 2608.23283 • Published 10 days ago • 205

Meta^n: Recursive Self-Improvement through Emergent Depth

Paper • 2608.24735 • Published 9 days ago • 15

CyberFactory: Scaling Cyber Security Capabilities with Instances from the Wild

Paper • 2608.23181 • Published 10 days ago • 34

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

Paper • 2608.23041 • Published 10 days ago • 64