Michael Barry

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commented 2 papers 6 days ago

The $\mathbf{Y}$-Combinator for LLMs: Solving Long-Context Rot with $λ$-Calculus

Paper • 2603.20105 • Published 9 days ago • 32 •

6

The $\mathbf{Y}$-Combinator for LLMs: Solving Long-Context Rot with $λ$-Calculus

Paper • 2603.20105 • Published 9 days ago • 32 •

6

commented a paper 13 days ago

Multimodal OCR: Parse Anything from Documents

Paper • 2603.13032 • Published 16 days ago • 38 •

6

commented a paper about 2 months ago

Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening

Paper • 2601.21590 • Published Jan 29 • 14 •

13

upvoted a paper about 2 months ago

Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening

Paper • 2601.21590 • Published Jan 29 • 14

commented a paper about 2 months ago

Scalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpening

Paper • 2601.21590 • Published Jan 29 • 14 •

13

commented a paper 3 months ago

State over Tokens: Characterizing the Role of Reasoning Tokens

Paper • 2512.12777 • Published Dec 14, 2025 • 5 •

6

upvoted a paper 3 months ago

State over Tokens: Characterizing the Role of Reasoning Tokens

Paper • 2512.12777 • Published Dec 14, 2025 • 5

commented a paper 3 months ago

State over Tokens: Characterizing the Role of Reasoning Tokens

Paper • 2512.12777 • Published Dec 14, 2025 • 5 •

6

commented 4 papers 4 months ago

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 126 •

13

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 126 •

13

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 126 •

13

Latent Collaboration in Multi-Agent Systems

Paper • 2511.20639 • Published Nov 25, 2025 • 126 •

13

commented a paper 7 months ago

Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing

Paper • 2509.08721 • Published Sep 10, 2025 • 664 •

56

upvoted a paper 7 months ago

Sharing is Caring: Efficient LM Post-Training with Collective RL Experience Sharing

Paper • 2509.08721 • Published Sep 10, 2025 • 664

commented a paper 7 months ago

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4, 2025 • 199 •

9

upvoted a paper 7 months ago

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4, 2025 • 199

commented a paper 7 months ago

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4, 2025 • 199 •

9

upvoted a paper 7 months ago

TiKMiX: Take Data Influence into Dynamic Mixture for Language Model Pre-training

Paper • 2508.17677 • Published Aug 25, 2025 • 14

commented a paper 7 months ago

On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting

Paper • 2508.11408 • Published Aug 15, 2025 • 8 •

6