M Saad Salman

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upvoted a paper about 10 hours ago

COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization

Paper • 2609.11682 • Published 6 days ago • 35

upvoted 6 papers 5 days ago

Diffs vs. Whole Files: An Empirical Comparison of Iterative Edit-Based and Direct Generation for Flutter/Dart Code Models

Paper • 2609.05779 • Published 11 days ago • 11

AgentGrad: Intervention-guided Prompt Optimization for Multi Agent Systems

Paper • 2609.08572 • Published 8 days ago • 94

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published 18 days ago • 453

An Open Recipe for IMO Gold: Training Nemotron for Olympiad Mathematics

Paper • 2609.10712 • Published 7 days ago • 40

SpatialBlock: Enhancing Spatial Intelligence in LVLMs via Synthetic Block-Stacking Problem

Paper • 2609.07064 • Published 9 days ago • 136

EvoSafeHarness: Evolving Model- and Domain-Specific Harnesses for Securing Agents

Paper • 2609.05903 • Published 11 days ago • 61

upvoted a paper 6 days ago

Revisiting Complete Reasoning Traces for Post-Training

Paper • 2609.07103 • Published 9 days ago • 23

upvoted a paper 7 days ago

NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness

Paper • 2609.08183 • Published 8 days ago • 414

upvoted 3 papers 8 days ago

When Models Edit Too Much: On the Fidelity of Minimal Code Edits

Paper • 2609.04061 • Published 13 days ago • 10

Iris: Climbing to the Search Frontier

Paper • 2609.04304 • Published 13 days ago • 69

Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems

Paper • 2609.02750 • Published 14 days ago • 146

upvoted 2 papers 11 days ago

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Paper • 2609.03430 • Published 13 days ago • 184

Rethinking On-Policy Distillation of Large Language Models II: One Training Example

Paper • 2609.04172 • Published 13 days ago • 97

upvoted 6 papers 12 days ago

PaperCompiler: Faithful Paper-to-Code Generation via Repository-Level Specification Compilation

Paper • 2609.02272 • Published 14 days ago • 7

S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement?

Paper • 2608.31100 • Published 16 days ago • 40

Language Models Can Control Their Own Attention

Paper • 2609.02737 • Published 14 days ago • 75

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published 15 days ago • 268

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published 16 days ago • 231

EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction

Paper • 2609.02783 • Published 14 days ago • 120