Muse Spark Open Collection Muse Spark Open model. A 816B parameter model with 42B Active parameters. BF16 and NVFP4 Weights. • 2 items • Updated 2 days ago • 144
Persona Dosing: Calibrated Activation Steering for Graded Trait Control Paper • 2609.36388 • Published 20 days ago • 57
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published 18 days ago • 62
VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks Paper • 2610.00972 • Published 17 days ago • 62
Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy Paper • 2610.05162 • Published 14 days ago • 61
More Choices, Fewer Decisions: Ordinal-Scale Bias in JEV-like Direct-Decision Models Paper • 2609.38827 • Published 18 days ago • 64
Questioning the Questions: Sustaining Self-Evolution in Reasoning Models Paper • 2610.04299 • Published 15 days ago • 83
DecepEval: A Benchmark for Evaluating Deception in LLM Agents Paper • 2610.07967 • Published 12 days ago • 85
Thinking Outside the Box: Can Language Models Rely on External Guidance Selectively? Paper • 2609.39578 • Published 18 days ago • 72
Transformers Stop Thinking Too Early, and a Tiny LoRA Fixes It Paper • 2609.36585 • Published 19 days ago • 73
ActiveSaddler: Automated Curriculum Learning for Agent Harness Optimization Paper • 2610.00906 • Published 17 days ago • 86
Beyond Memory: Harnessing Long-Horizon Agents with Explicit Belief States Paper • 2610.01415 • Published 17 days ago • 93
Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs Paper • 2609.32259 • Published 19 days ago • 103
TokenRouter: Efficient Serving System for Token-Level LLM Routing Paper • 2610.12242 • Published 10 days ago • 143
Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents Paper • 2609.39982 • Published 18 days ago • 119
Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight Paper • 2610.08077 • Published 12 days ago • 194
AREX-2: Advancing Self-Improving Agents through Long-Horizon Reflective Tasks Paper • 2609.38288 • Published 19 days ago • 137