Episode Details

Today's papers: - PACE: A Proxy for Agentic Capability Evaluation: https://arxiv.org/abs/2607.02032v1 - Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction: https://arxiv.org/abs/2607.01764v1 - AIriskEval-edu: New Dataset for Risk Assessment in AI-mediated K-12 Educational Explanations: https://arxiv.org/abs/2607.01934v1 - UA-ChatDev: Uncertainty-Aware Multi-Agent Collaboration for Reliable Software Development: https://arxiv.org/abs/2607.02186v1 - Overview of Risk Assessment and Management for Intelligent Systems under the AI Act and Beyond: https://arxiv.org/abs/2607.02197v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.