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upvoted 20 papers 14 days ago

MaLiang-Harness: A Programmable Path to Image and Video Generation

Paper • 2609.34309 • Published Sep 28 • 107

Omni-IO Skills: Harnessing Your Agent Omni-Native

Paper • 2609.31847 • Published Sep 25 • 92

Representation-Space MMD for Diffusion Language Models

Paper • 2610.06648 • Published 27 days ago • 28

Towards Looped Models Done Right, Part II: Rethinking at Fixed Points

Paper • 2610.06833 • Published 27 days ago • 30

Science Utopia? Closed-Loop LLM Simulation of Academic Research Ecosystems

Paper • 2610.01257 • Published about 1 month ago • 22

AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents

Paper • 2610.05140 • Published 28 days ago • 41

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

Paper • 2610.11794 • Published 24 days ago • 44

In-Distribution Forcing for Long Video Generation at Test Time

Paper • 2610.03120 • Published 30 days ago • 46

EVISKILL: Grounding Skill Evolution in Replayable Evidence

Paper • 2610.05030 • Published 28 days ago • 53

Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy

Paper • 2610.05162 • Published 28 days ago • 58

SGF+: Decoupling Gradient Flows for Autoregressive Video Generation

Paper • 2610.10429 • Published 25 days ago • 49

Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers

Paper • 2610.00531 • Published Sep 30 • 33

VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks

Paper • 2610.00972 • Published about 1 month ago • 30

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

Paper • 2609.34715 • Published Sep 28 • 40

SearchJev: A Fast and Calibrated System-1 Model for Search Agents

Paper • 2610.05107 • Published 28 days ago • 37

ALoDLM: Adaptively Looped Diffusion Language Models

Paper • 2610.04198 • Published 29 days ago • 75

Questioning the Questions: Sustaining Self-Evolution in Reasoning Models

Paper • 2610.04299 • Published 29 days ago • 67

GRACE: Generation-aware latent compression for efficient video generation

Paper • 2610.10524 • Published 25 days ago • 76

Recursive Game Creator: An Agentic Product-Level Experience-Oriented Game Harness

Paper • 2610.08621 • Published 26 days ago • 85

Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite

Paper • 2610.02826 • Published 30 days ago • 44