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upvoted 20 papers 4 days ago

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

Paper • 2609.34309 • Published 24 days ago • 368

Omni-IO Skills: Harnessing Your Agent Omni-Native

Paper • 2609.31847 • Published 27 days ago • 486

Representation-Space MMD for Diffusion Language Models

Paper • 2610.06648 • Published 17 days ago • 33

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

Paper • 2610.06833 • Published 17 days ago • 35

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

Paper • 2610.01257 • Published 21 days ago • 48

AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents

Paper • 2610.05140 • Published 18 days ago • 46

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

Paper • 2610.11794 • Published 14 days ago • 47

In-Distribution Forcing for Long Video Generation at Test Time

Paper • 2610.03120 • Published 20 days ago • 51

EVISKILL: Grounding Skill Evolution in Replayable Evidence

Paper • 2610.05030 • Published 18 days ago • 55

Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy

Paper • 2610.05162 • Published 18 days ago • 62

SGF+: Decoupling Gradient Flows for Autoregressive Video Generation

Paper • 2610.10429 • Published 15 days ago • 61

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

Paper • 2610.00531 • Published 22 days ago • 63

VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks

Paper • 2610.00972 • Published 21 days ago • 63

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

Paper • 2609.34715 • Published 24 days ago • 65

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

Paper • 2610.05107 • Published 18 days ago • 77

ALoDLM: Adaptively Looped Diffusion Language Models

Paper • 2610.04198 • Published 19 days ago • 80

Questioning the Questions: Sustaining Self-Evolution in Reasoning Models

Paper • 2610.04299 • Published 19 days ago • 85

GRACE: Generation-aware latent compression for efficient video generation

Paper • 2610.10524 • Published 15 days ago • 91

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

Paper • 2610.08621 • Published 16 days ago • 98

Scaling Trajectories for Complex Tasks through Recursive Self-Rewrite

Paper • 2610.02826 • Published 20 days ago • 106