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upvoted a paper 3 days ago

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published 5 days ago • 142

upvoted an article 6 days ago

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Article

DeepSeek-V4: a million-token context that agents can actually use

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14 days ago

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42

upvoted a paper 10 days ago

How Much Is One Recurrence Worth? Iso-Depth Scaling Laws for Looped Language Models

Paper • 2604.21106 • Published 11 days ago • 8

upvoted a paper 11 days ago

Sessa: Selective State Space Attention

Paper • 2604.18580 • Published 17 days ago • 13

upvoted a paper 28 days ago

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published 29 days ago • 289

upvoted 2 papers about 1 month ago

SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization

Paper • 2604.02268 • Published Apr 2 • 100

Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Paper • 2603.25158 • Published Mar 26 • 52

upvoted 8 papers about 2 months ago

SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering?

Paper • 2603.15401 • Published Mar 16 • 19

GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent

Paper • 2603.13875 • Published Mar 14 • 36

Online Experiential Learning for Language Models

Paper • 2603.16856 • Published Mar 17 • 59

V-JEPA 2.1: Unlocking Dense Features in Video Self-Supervised Learning

Paper • 2603.14482 • Published Mar 15 • 34

Memento-Skills: Let Agents Design Agents

Paper • 2603.18743 • Published Mar 19 • 58

Effective Distillation to Hybrid xLSTM Architectures

Paper • 2603.15590 • Published Mar 16 • 33

Mixture-of-Depths Attention

Paper • 2603.15619 • Published Mar 16 • 80

Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights

Paper • 2603.12228 • Published Mar 12 • 12

upvoted an article 2 months ago

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Article

Did GPT 5.2 make a breakthrough discovery in theoretical physics?

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Feb 19

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62

upvoted an article 3 months ago

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Article

How to Use Multiple GPUs in Hugging Face Transformers: Device Map vs Tensor Parallelism

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Feb 12

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20

upvoted a paper 4 months ago

Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 46

upvoted 2 papers 5 months ago

Adaptation of Agentic AI

Paper • 2512.16301 • Published Dec 18, 2025 • 108

Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation

Paper • 2512.10949 • Published Dec 11, 2025 • 47