John Giles III

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upvoted 2 papers about 16 hours ago

Automating ML for Science: Can Frontier Agents Climb Scientific Hills in the Wild?

Paper • 2610.28763 • Published 11 days ago • 31

Cache Engineering for Agents

Paper • 2610.28577 • Published 11 days ago • 163

upvoted a paper 4 days ago

PaperFormalizer: Author-in-the-Loop Autoformalization of Research Papers in Lean

Paper • 2610.31810 • Published 9 days ago • 9

upvoted a paper 8 days ago

Agentic World Action Models

Paper • 2610.30136 • Published 10 days ago • 25

upvoted a paper 19 days ago

PDE-JEPA: Predictive Representation Learning of Latent Dynamics Modeling for Parametric PDEs

Paper • 2609.34715 • Published Sep 28 • 65

upvoted 3 papers 26 days ago

RSIGame: Autonomous Agentic Game Development with Recursive Self-improvement

Paper • 2609.39045 • Published Sep 30 • 92

Raven: The Harness of Harnesses for Composable Agentic Intelligence

Paper • 2609.33439 • Published Sep 27 • 660

What Makes World Action Models Generalize? An Empirical Study of Test-Time Future Modeling

Paper • 2609.34981 • Published Sep 29 • 141

upvoted a paper 28 days ago

In-Context Learning for Robots: Methods and Applications

Paper • 2609.36012 • Published Sep 28 • 444

upvoted 9 papers about 1 month ago

The information geometry of large language models is shared, learned, and controllable

Paper • 2609.11063 • Published Sep 10 • 6

RRSI: Regularized Recursive Self-Improvement of Agent Harnesses

Paper • 2609.24972 • Published Sep 21 • 221

onPanda: Efficient Annotation of On-Policy Alignment Data for LLMs and Agents via Token-Level Correction

Paper • 2609.24983 • Published Sep 21 • 55

CADWorld: Computer-Use Benchmark for Long-Horizon Computer-Aided Design

Paper • 2609.16251 • Published Sep 14 • 15

BI-Agent and BI-Bench: Towards Automating End-to-End Business Intelligence

Paper • 2609.20886 • Published Sep 16 • 30

MintAct: A Unified Visual Agent for Digital Environments

Paper • 2609.22083 • Published Sep 18 • 35

EvoOntology: A Self-Evolving Ontology Layer for Data Agents

Paper • 2609.15779 • Published Sep 14 • 131

RSIAgent: Autonomous Exploration for Recursive Self-improvement in New Environments

Paper • 2609.15364 • Published Sep 14 • 89

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published Sep 14 • 234

upvoted 2 papers about 2 months ago

AI for Games in the Foundation Model Era

Paper • 2609.16679 • Published Sep 15 • 152

Benchmark Radar: A Living Database and Search Engine for AI Benchmarks and Evaluation

Paper • 2609.11115 • Published Sep 10 • 185