Kenneth Clark

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upvoted 2 papers 6 days ago

DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models

Paper • 2610.35201 • Published 9 days ago • 14

The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents

Paper • 2610.36077 • Published 9 days ago • 48

upvoted a paper 19 days ago

Diagnosing and Correcting Reward Hacking in Verifiable Instruction Following

Paper • 2610.19525 • Published 21 days ago • 10

upvoted a paper 24 days ago

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

Paper • 2610.06100 • Published 30 days ago • 64

upvoted a paper 27 days ago

Semifactual Credit-Augmented Policy Optimization

Paper • 2609.40360 • Published Sep 30 • 15

upvoted 3 papers about 2 months ago

SpectralShift: Effective Context Window Extension of Gated DeltaNet via Spectral Reparameterization

Paper • 2609.14320 • Published Sep 13 • 7

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published Sep 7 • 59

Scaling Automatic Research Agents via World Models

Paper • 2608.12564 • Published Aug 29 • 77

upvoted 3 papers 2 months ago

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

Paper • 2608.26730 • Published Aug 27 • 26

LLaDA-Image: Building Strong Image Generators with Fully Open Training Recipes

Paper • 2609.03796 • Published Sep 3 • 60

PolicyGuide: From Guarding One Action to Guiding the Whole Workflow for Policy-Compliant LLM Agents

Paper • 2608.19861 • Published Aug 20 • 6

upvoted 5 papers 3 months ago

SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation

Paper • 2608.17426 • Published Aug 18 • 49

FM-Bench: A Benchmark for Long-Horizon Management with Competing Agents

Paper • 2608.18423 • Published Aug 19 • 11

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 • 118

Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

Paper • 2608.12440 • Published Aug 12 • 5

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

Paper • 2608.00677 • Published Aug 1 • 27