Thomas Taylor

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upvoted a paper 6 days ago

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published 10 days ago • 225

upvoted 2 papers 7 days ago

Agentic Artifact Creation: Systems, Evaluation, Principles, and Opportunities

Paper • 2608.28122 • Published 13 days ago • 67

Qwen-Drive-1.0: An Initial Step towards a Vision-Language Foundation Model for Autonomous Driving

Paper • 2609.00111 • Published 10 days ago • 377

upvoted a paper 22 days ago

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published 24 days ago • 340

upvoted 2 papers 29 days ago

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

Paper • 2608.09819 • Published about 1 month ago • 342

SimWAM: A Simple World Action Model for End-to-End Autonomous Driving

Paper • 2608.07468 • Published Aug 7 • 108

upvoted a paper about 1 month ago

OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding

Paper • 2607.27155 • Published Jul 29 • 14

upvoted a paper about 2 months ago

Length Penalties Make Chain-of-Thought Less Monitorable

Paper • 2607.09786 • Published Jul 8 • 11

upvoted 2 papers 2 months ago

Multi-Turn Agentic Scientific Literature Search via Workflow Induction

Paper • 2607.00597 • Published Jul 1 • 31

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents

Paper • 2606.30697 • Published Jun 29 • 7

upvoted a paper 3 months ago

How LoRA Remembers? A Parametric Memory Law for LLM Finetuning

Paper • 2605.30260 • Published May 28 • 45

upvoted 5 papers 4 months ago

SNLP: Layer-Parallel Inference via Structured Newton Corrections

Paper • 2605.17842 • Published May 18 • 5

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 192

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution

Paper • 2605.18401 • Published May 18 • 132

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 274

Learning POMDP World Models from Observations with Language-Model Priors

Paper • 2605.13740 • Published May 13 • 7

upvoted 4 papers 5 months ago

Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability

Paper • 2604.06628 • Published Apr 8 • 330

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 294

ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 264

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 511