Michael Barry

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commented a paper about 20 hours ago

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

Paper • 2603.20105 • Published 4 days ago • 27 •

6

commented a paper about 21 hours ago

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

Paper • 2603.20105 • Published 4 days ago • 27 •

6

commented a paper 8 days ago

Multimodal OCR: Parse Anything from Documents

Paper • 2603.13032 • Published 11 days ago • 34 •

6

commented 2 papers 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

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

Paper • 2601.21590 • Published Jan 29 • 14 •

13

commented 2 papers 3 months ago

State over Tokens: Characterizing the Role of Reasoning Tokens

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

6

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 6 months ago

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

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

56

commented 5 papers 7 months ago

Why Language Models Hallucinate

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

9

Why Language Models Hallucinate

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

9

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 •

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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

NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model

Paper • 2508.14444 • Published Aug 20, 2025 • 46 •

3

commented 3 papers 8 months ago

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Paper • 2508.01191 • Published Aug 2, 2025 • 240 •

13

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning

Paper • 2507.16784 • Published Jul 22, 2025 • 123 •

11

Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning

Paper • 2507.16784 • Published Jul 22, 2025 • 123 •

11