Milton Montiel

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upvoted 4 papers 3 days ago

WorldSculpt: Generating Compositional Worlds from Grounded Videos

Paper • 2609.05416 • Published 7 days ago • 23

Iris: Climbing to the Search Frontier

Paper • 2609.04304 • Published 8 days ago • 62

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

Paper • 2609.02750 • Published 9 days ago • 141

MaxKernel: Agentic Kernel Generation for TPUs

Paper • 2609.04523 • Published 8 days ago • 15

upvoted 2 papers 5 days ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published 8 days ago • 291

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

Paper • 2609.01437 • Published 10 days ago • 263

upvoted a paper 9 days ago

Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement

Paper • 2608.31046 • Published 11 days ago • 149

upvoted a paper 13 days ago

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

Paper • 2608.27351 • Published 15 days ago • 22

upvoted a paper 15 days ago

On-Policy Self-Distillation in Diffusion Models

Paper • 2608.24646 • Published 17 days ago • 67

upvoted a paper 19 days ago

Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL

Paper • 2608.17253 • Published 23 days ago • 97

upvoted a paper 22 days ago

Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements

Paper • 2608.17310 • Published 24 days ago • 108

upvoted a paper 23 days ago

Learn What's Left, Not What's Mastered: Saturation Aware Advantage Reweighting for Multi-Reward Policy Optimization

Paper • 2608.16072 • Published 25 days ago • 151

upvoted 2 papers 27 days ago

DarwinX: Evolving Agent Harnesses Through Natural Selection

Paper • 2608.07545 • Published Jul 31 • 113

LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers

Paper • 2608.06867 • Published Aug 7 • 111

upvoted a paper 29 days ago

Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design

Paper • 2608.10299 • Published Aug 10 • 136

upvoted an article about 1 month ago

view article

Article

Deploy local agents everywhere with LFM2.5-2.6B

• 

LiquidAI

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Aug 4

• 96

upvoted 4 papers about 1 month ago

GST-Bench: Can VLMs Develop Global Spatial Awareness from Video?

Paper • 2608.05747 • Published Aug 6 • 46

AgentOPSD: Recursive Self-Distillation for Agentic Reinforcement Learning

Paper • 2608.05987 • Published Aug 6 • 102

Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes

Paper • 2608.05000 • Published Aug 6 • 62

Knowledge-Geometry Decoupling: Refreshable Pretrained Transfer for Streaming Recommendation

Paper • 2608.02738 • Published Aug 6 • 47