Yury Panikov

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upvoted 6 papers 1 day ago

OpenMobile-2: Building Versatile Mobile Agents with Scalable Environments and App-Native Tools

Paper • 2610.14157 • Published 13 days ago • 57

Lexical Reference Frames: Interpreting LM Residual Streams in Native Semantics

Paper • 2610.22169 • Published 7 days ago • 57

Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents

Paper • 2610.18784 • Published 9 days ago • 120

LiveMACE: Process-Aware Evaluation of LLM Agent Capabilities in Evolving Markets

Paper • 2610.09872 • Published 15 days ago • 134

LEV: Thinking Fast and Deep with Looped Decision Models

Paper • 2610.20951 • Published 8 days ago • 607

BizBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business

Paper • 2610.20424 • Published 8 days ago • 493

upvoted a paper 12 days ago

What Did the Agent Actually Do? Evidence-Grounded Oversight for Long-Horizon Agents

Paper • 2610.06406 • Published 17 days ago • 28

commented a paper 12 days ago

Foundations of Large Language Models

Paper • 2501.09223 • Published 14 days ago • 51 •

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upvoted 12 papers 12 days ago

Foundations of Large Language Models

Paper • 2501.09223 • Published 14 days ago • 51

Post-Training Frontier Text-to-Image Models by Composing Preference and Rubric Rewards

Paper • 2610.02967 • Published 20 days ago • 44

SparseDecoding: Decoding-Aware Pruning for Accurate and Efficient LLM Inference

Paper • 2610.12327 • Published 14 days ago • 38

Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks

Paper • 2610.11794 • Published 14 days ago • 48

Beyond Spatio-Temporal Priors: A Generalizable Approach for Dense Correspondence Matching

Paper • 2610.12421 • Published 14 days ago • 46

MC-Sparse: Deconstructing and Closing the Dense-Sparse Attention Gap in Diffusion Transformers

Paper • 2610.06801 • Published 17 days ago • 46

TestPrism: Rethinking Test Evaluation Beyond a Single Reference

Paper • 2610.12289 • Published 14 days ago • 40

MiMo-V2.6: Scaling Reinforcement Learning Towards Self-Improvement

Paper • 2610.11959 • Published 14 days ago • 93

Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments?

Paper • 2610.08215 • Published 14 days ago • 154

From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation

Paper • 2610.06100 • Published 17 days ago • 144

TokenRouter: Efficient Serving System for Token-Level LLM Routing

Paper • 2610.12242 • Published 14 days ago • 144

AgentGarten: Code Worlds for Evolving Agents

Paper • 2610.12374 • Published 14 days ago • 294