AI Daily Brief - 2026-03-05

Collected at: 3/5/2026, 11:01:12 PM Total items: 89

🔥 Top 10 Highlights

Heterogeneous Agent Collaborative Reinforcement Learning https://huggingface.co/papers/2603.02604
Proact-VL: A Proactive VideoLLM for Real-Time AI Companions https://huggingface.co/papers/2603.03447
Words & Weights: Streamlining Multi-Turn Interactions via Co-Adaptation https://huggingface.co/papers/2603.01375
LFPO: Likelihood-Free Policy Optimization for Masked Diffusion Models https://huggingface.co/papers/2603.01563
Humans and LLMs Diverge on Probabilistic Inferences https://huggingface.co/papers/2602.23546
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Robustness of Agentic AI Systems via Adversarially-Aligned Jacobian Regularization http://arxiv.org/abs/2603.04378v1

Code Fingerprints: Disentangled Attribution of LLM-Generated Code http://arxiv.org/abs/2603.04212v1

Low-Resource Guidance for Controllable Latent Audio Diffusion http://arxiv.org/abs/2603.04366v1
Dissecting Quantization Error: A Concentration-Alignment Perspective http://arxiv.org/abs/2603.04359v1
Activation Outliers in Transformer Quantization: Reproduction, Statistical Analysis, and Deployment Tradeoffs http://arxiv.org/abs/2603.04308v1
Online Learning for Multi-Layer Hierarchical Inference under Partial and Policy-Dependent Feedback http://arxiv.org/abs/2603.04247v1
V_1: Unifying Generation and Self-Verification for Parallel Reasoners http://arxiv.org/abs/2603.04304v1
Bielik-Q2-Sharp: A Comparative Study of Extreme 2-bit Quantization Methods for a Polish 11B Language Model http://arxiv.org/abs/2603.04162v1

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