Natapong Nitarach (Schwyter) PRO

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upvoted a paper about 1 month ago

AutoResearch-RL: Perpetual Self-Evaluating Reinforcement Learning Agents for Autonomous Neural Architecture Discovery

Paper • 2603.07300 • Published Mar 7 • 20

upvoted an article about 1 month 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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• +2

hlarcher, XciD, raphael-gl, chris-rannou

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Jul 27

• 489

upvoted a paper about 1 month ago

Group-in-Group Policy Optimization for LLM Agent Training

Paper • 2505.10978 • Published May 16, 2025 • 24

upvoted 2 papers 2 months ago

GRPO, Dr. GRPO, and DAPO Are Three Operations on One Number: The Group-Standard-Deviation Identity

Paper • 2607.00152 • Published Jun 30 • 9

When More Sampling Hurts: The Modal Ceiling and Correlation Ceiling of Test-Time Scaling

Paper • 2606.28661 • Published Jun 27 • 8

upvoted a collection 3 months ago

MolmoAct2 Models

Collection

Collection of the base models for MolmoAct2 • 6 items • Updated May 5 • 24

upvoted 3 papers 3 months ago

A General Theoretical Paradigm to Understand Learning from Human Preferences

Paper • 2310.12036 • Published Oct 18, 2023 • 20

ProcessBench: Identifying Process Errors in Mathematical Reasoning

Paper • 2412.06559 • Published Dec 9, 2024 • 87

Olmo 3

Paper • 2512.13961 • Published Dec 15, 2025 • 37

upvoted a paper 6 months ago

Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections

Paper • 2603.12180 • Published Mar 12 • 65

upvoted a collection 6 months ago

NVIDIA Nemotron v3

Collection

Open, Production-ready Enterprise Models • 33 items • Updated 25 days ago • 369

upvoted a changelog 6 months ago

view changelog

Hugging Face Changelog

Public Storage Add-ons

Feb 26

• 171

upvoted 5 papers 7 months ago

Scaling Open Discrete Audio Foundation Models with Interleaved Semantic, Acoustic, and Text Tokens

Paper • 2602.16687 • Published Feb 18 • 5

Typhoon-S: Minimal Open Post-Training for Sovereign Large Language Models

Paper • 2601.18129 • Published Jan 26 • 11

Proof or Bluff? Evaluating LLMs on 2025 USA Math Olympiad

Paper • 2503.21934 • Published Mar 27, 2025 • 1

GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Paper • 2508.06471 • Published Aug 8, 2025 • 214

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published Sep 29, 2025 • 147

upvoted 3 papers 8 months ago

Typhoon ASR Real-time: FastConformer-Transducer for Thai Automatic Speech Recognition

Paper • 2601.13044 • Published Jan 19 • 12

On the Robustness of Answer Formats in Medical Reasoning Models

Paper • 2509.20866 • Published Sep 25, 2025 • 2

Typhoon OCR: Open Vision-Language Model For Thai Document Extraction

Paper • 2601.14722 • Published Jan 21 • 15