Milton Montiel

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upvoted 5 papers 4 days ago

The information geometry of large language models is shared, learned, and controllable

Paper • 2609.11063 • Published 19 days ago • 6

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Paper • 2609.24972 • Published 8 days ago • 211

OmniEdu: Open Foundation Models for Learning and Teaching

Paper • 2609.23088 • Published 10 days ago • 234

Realtime-Venus: A full-duplex interaction system with asynchronous delegation

Paper • 2609.13814 • Published 17 days ago • 224

WorldCrafter: Consistent Video World Model with Implicit 3D-aware Memory

Paper • 2609.24984 • Published 8 days ago • 156

upvoted 3 papers 7 days ago

Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence

Paper • 2608.16590 • Published Aug 17 • 153

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published about 1 month ago • 482

Agora: Git as Shared Memory for Collective AutoResearch

Paper • 2609.18094 • Published 13 days ago • 58

upvoted 2 papers 10 days ago

Atria Dawn: The Dawn of Agentic Superintelligence

Paper • 2609.15818 • Published 15 days ago • 429

An Empirical Study of Harness Design for Coding Agents

Paper • 2609.20804 • Published 12 days ago • 91

upvoted 4 papers 21 days ago

WorldSculpt: Generating Compositional Worlds from Grounded Videos

Paper • 2609.05416 • Published 25 days ago • 26

Iris: Climbing to the Search Frontier

Paper • 2609.04304 • Published 26 days ago • 72

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

Paper • 2609.02750 • Published 27 days ago • 144

MaxKernel: Agentic Kernel Generation for TPUs

Paper • 2609.04523 • Published 26 days ago • 20

upvoted 2 papers 23 days ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published 26 days ago • 247

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

Paper • 2609.01437 • Published 28 days ago • 221

upvoted a paper 27 days ago

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

Paper • 2608.31046 • Published 29 days ago • 97

upvoted 3 papers about 1 month ago

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

Paper • 2608.27351 • Published Aug 27 • 22

On-Policy Self-Distillation in Diffusion Models

Paper • 2608.24646 • Published Aug 25 • 70

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

Paper • 2608.17253 • Published Aug 19 • 99