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upvoted a paper about 14 hours ago

QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining

Paper • 2602.07085 • Published 5 days ago • 176

upvoted a paper 11 days ago

Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives

Paper • 2601.20833 • Published 14 days ago • 175

upvoted a paper 18 days ago

Wigner's Friend as a Circuit: Inter-Branch Communication Witness Benchmarks on Superconducting Quantum Hardware

Paper • 2601.16004 • Published 20 days ago • 1

upvoted a paper 21 days ago

Toward Efficient Agents: Memory, Tool learning, and Planning

Paper • 2601.14192 • Published 22 days ago • 54

upvoted 2 papers 24 days ago

Reasoning Models Generate Societies of Thought

Paper • 2601.10825 • Published 27 days ago • 14

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published 29 days ago • 150

upvoted a paper 27 days ago

Controlled Self-Evolution for Algorithmic Code Optimization

Paper • 2601.07348 • Published about 1 month ago • 114

upvoted 7 papers about 1 month ago

Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 43

Deep Delta Learning

Paper • 2601.00417 • Published Jan 1 • 34

An Information Theoretic Perspective on Agentic System Design

Paper • 2512.21720 • Published Dec 25, 2025 • 8

Monadic Context Engineering

Paper • 2512.22431 • Published Dec 27, 2025 • 10

SurgWorld: Learning Surgical Robot Policies from Videos via World Modeling

Paper • 2512.23162 • Published Dec 29, 2025 • 12

AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published Dec 29, 2025 • 29

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 305

upvoted 2 papers about 2 months ago

Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers

Paper • 2512.17351 • Published Dec 19, 2025 • 28

MMGR: Multi-Modal Generative Reasoning

Paper • 2512.14691 • Published Dec 16, 2025 • 119

upvoted 4 papers 2 months ago

SIMA 2: A Generalist Embodied Agent for Virtual Worlds

Paper • 2512.04797 • Published Dec 4, 2025 • 25

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published Dec 3, 2025 • 48

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 296

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published Dec 1, 2025 • 56