Paul Jones

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upvoted a paper 7 days ago

Long-Horizon RL Needs Muon

Paper • 2610.20256 • Published 9 days ago • 30

upvoted a paper 19 days ago

Decoding Looped Transformers Better for (Almost) Free

Paper • 2610.02185 • Published 22 days ago • 48

upvoted 2 papers about 1 month ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 483

AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing

Paper • 2609.08936 • Published Sep 8 • 155

upvoted 2 papers about 2 months ago

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Paper • 2609.04148 • Published Sep 3 • 94

Environment Evolution for Terminal Agents

Paper • 2609.04128 • Published Sep 3 • 22

upvoted 3 papers 2 months ago

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

Paper • 2608.00677 • Published Aug 1 • 263

Decoding-Level Taboo: A Diagnostic Stress Test for LLM Robustness

Paper • 2608.09900 • Published Aug 10 • 12

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

Paper • 2608.09819 • Published Aug 10 • 347

upvoted 3 papers 3 months ago

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

Paper • 2608.05747 • Published Aug 6 • 47

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks

Paper • 2608.02023 • Published Aug 3 • 159

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

Paper • 2607.23802 • Published Jul 26 • 97