Research Paper Review

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Research Paper Review focuses on clear, concise walkthroughs of influential and newly published AI and machine learning, biology, natural science, astronomy,...

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SANA-WM Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion

MMSkills Multimodal Procedural Knowledge for Visual Agents

SDAR Gated Self-Distillation for Stable Agentic Reinforcement Learning

Orchard An Open-Source Framework for Scalable Agentic Modeling

δ-mem Efficient Online Memory for Large Language Models

ToolCUA Optimal GUI-Tool Path Orchestration for Computer Use Agents

Autonomous AI Agents End-to-End Hacking and Self-Replication Capability

Fast Byte Latent Transformer

G-Zero Verifier-Free Co-Evolutionary Self-Play for LLMs

NanoResearch Tri-Level Co-Evolution for Personalized Research Automation

SEIF Self-Evolving Reinforcement Learning for Instruction Following

SlimQwen Optimizing Large MoE Model Compression Through Pruning and Distillation

FlashEvolve Asynchronous Stage Orchestration for Rapid Agent Evolution

X-OmniClaw A Unified Edge-Native Multimodal Mobile Agent

HumanNet A Million-Hour Video Corpus for Embodied Learning

AutoTTS Environment-Driven Discovery of Test-Time Scaling Strategies

The RL Conductor Orchestrating Multi-Agent Collaboration Through Reinforcement Learning

Interpreting LLM Activations with Natural Language Autoencoders

SkillOS Learning Skill Curation for Self-Evolving Agents

The AI Co-Mathematician Agentic Workflows for Mathematical Discovery

Skill1 Unified Co-Evolution of Skill-Augmented Reinforcement Learning Agents

Skills-Coach An Automated Framework for Agent Skill Self-Evolution

ARIS Adversarial Multi-Agent Autonomous Research Harness

D-OPSD On-Policy Self-Distillation for Few-Step Diffusion Tuning

PRISM Pre-alignment for Multimodal Reinforcement Learning post-SFT

HEAVYSKILL Internalizing Heavy Thinking as an Agentic Skill

OpenSeeker-v2 High-Difficulty Trajectories for Frontier Search Agents

SubQ The Dawn of Fully Subquadratic Language Models

GenericAgent Maximizing Context Information Density for Self-Evolving AI Agents

Agent-Native Research Artifacts The End of Narrative Scientific Papers