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Daily AI News Digest — 2026-03-27
GitHub velocity is led by smith-horn/skillsmith; paper attention is clustering around Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?; social attention is tilting toward Show GN: Geas - Claude Code Contract-based governance harness for multi-agent long-term operati…; biggest mover: Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Aud… (+15). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
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Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs?
EVA: Efficient Reinforcement Learning for End-to-End Video Agent
SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks
Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Aud…
OmniWeaving: Towards Unified Video Generation with Free-form Composition and Reasoning
Calibri: Enhancing Diffusion Transformers via Parameter-Efficient Calibration
Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonos…
LanteRn: Latent Visual Structured Reasoning
Beyond Content Safety: Real-Time Monitoring for Reasoning Vulnerabilities in Large Language Mod…
Demographic Fairness in Multimodal LLMs: A Benchmark of Gender and Ethnicity Bias in Face Verif…
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