Elena M

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upvoted 2 papers 9 days ago

Co-Evolving Harnesses and Models: On-Policy Correction Helps Weaker Models Catch Up Where Imitation Fails

Paper • 2609.09134 • Published 13 days ago • 11

Gaming Without an Attacker: Benchmark Fingerprinting in LLM-Driven Search Under Selection Pressure

Paper • 2608.08722 • Published Aug 9 • 8

upvoted an article 16 days ago

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Article

Shipping a Trillion Parameters With a Hub Bucket: Delta Weight Sync in TRL

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• +6

aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, lvwerra, sergiopaniego

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May 27

• 50

upvoted a paper 16 days ago

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

Paper • 2608.31100 • Published 21 days ago • 40

upvoted a paper 22 days ago

TTPO: Test-Time Policy Optimization

Paper • 2608.27448 • Published 25 days ago • 83

upvoted a paper 23 days ago

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

Paper • 2608.27351 • Published 25 days ago • 22

upvoted a paper 27 days ago

Let's Scale Step by Step: Compute-Efficient Hyperparameter Transfer for Large-Scale Mixture-of-Experts

Paper • 2608.20061 • Published Aug 20 • 47

upvoted 2 papers 30 days ago

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

Paper • 2608.16590 • Published Aug 17 • 150

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published Aug 20 • 174

upvoted 3 papers about 1 month ago

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

Paper • 2608.17253 • Published Aug 19 • 97

Agent Lightning v1.0: Towards Harnessed Agentic RL

Paper • 2608.17528 • Published Aug 18 • 35

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

Paper • 2608.17310 • Published Aug 18 • 108

upvoted a collection about 1 month ago

DeepSeek-V4-abliterated

Collection

4 items • Updated 11 days ago • 12

upvoted a paper about 1 month ago

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 125

upvoted an article about 1 month ago

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Article

What We Learned by Reproducing 2,200 papers from ICML

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abidlabs

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Aug 13

• 116

upvoted a paper about 1 month ago

Mendel Gödel Machine: Recursive Self-Improving Coding Agents via Comparative Evolution

Paper • 2608.07645 • Published Aug 7 • 27

upvoted a paper about 2 months ago

From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement

Paper • 2607.23802 • Published Jul 26 • 95

upvoted an article about 2 months ago

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Article

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 Incident

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hlarcher, XciD, raphael-gl, chris-rannou

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Jul 27

• 504

upvoted 2 papers about 2 months ago

Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning

Paper • 2607.21653 • Published Jul 22 • 33

AREX: Towards a Recursively Self-Improving Agent for Deep Research

Paper • 2607.21461 • Published Jul 23 • 107