John Taylor

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upvoted a paper 4 days ago

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published 13 days ago • 334

upvoted a paper 6 days ago

Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning

Paper • 2609.10445 • Published 11 days ago • 33

upvoted a paper 7 days ago

Recursive Code World Models: Building Complex Worlds through Recursive Scene Programs

Paper • 2609.11499 • Published 10 days ago • 33

upvoted a paper 9 days ago

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published 22 days ago • 464

upvoted 2 papers 10 days ago

CosmoH2G: A Hand-to-Gripper Transfer Dataset and Baseline Method for Object Manipulation with Complex Spatial Movements

Paper • 2609.07498 • Published 13 days ago • 34

Online Draft Co-Training for Speculative Decoding in Large-Scale, Long-Context RL Post-Training

Paper • 2609.07108 • Published 13 days ago • 35

upvoted 2 papers 15 days ago

PACE: Towards Surfacing Hidden Conflicts in User Requests

Paper • 2609.03293 • Published 17 days ago • 24

Knowing When Not to Reuse: Conditional Experience Transfer in Autonomous LLM Post-Training

Paper • 2608.26730 • Published 24 days ago • 154

upvoted 7 papers about 1 month ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published Aug 18 • 159

SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation

Paper • 2608.18565 • Published Aug 19 • 74

Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination

Paper • 2608.14391 • Published Aug 14 • 283

Self-Supervised Visual On-Policy Distillation

Paper • 2608.14144 • Published Aug 14 • 125

SkillZip: Contract-Preserving Graph Compression for Scalable Agent Skill Libraries

Paper • 2608.05604 • Published Aug 6 • 80

OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution

Paper • 2608.00677 • Published Aug 1 • 264

MASS: Multiplayer World Models with Authoritative Shared State

Paper • 2608.06257 • Published Aug 10 • 17

upvoted 3 papers about 2 months ago

When Agents Learn to Be You: Benchmarking Privacy Leakage, Impersonation Risk, and Defenses in Persona Skills

Paper • 2608.03700 • Published Aug 4 • 9

TurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning

Paper • 2608.04007 • Published Aug 4 • 20

SwanTale: Unified Multi-Speaker Speech and Audio Generation for Instruct and Zero-Shot Tasks

Paper • 2608.02023 • Published Aug 3 • 159