AI Papers - 2026-07-15

Today's papers: - Evidence-Backed Video Question Answering: https://arxiv.org/abs/2607.11862v1 - Technical Report on the CVPR 2026@AdvML Workshop Challenge: https://arxiv.org/abs/2607.11560v1 - Toward Trustworthy Autonomous Science: A Two-Year Community Roadmap: https://arxiv.org/abs/2607.12113v1 - Xiaomi-Robotics-U0: Unified Embodied Synthesis with World Foundation Model: https://arxiv.org/abs/2607.11643v1 - MMA-Former: Multi-Window Mixture-of-Head Attention Transformer for Adaptive PNI Prediction in 3D MRI: https://arxiv.org/abs/2607.10988v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.