Episode Details

Today's papers: - PrefixGuard: From LLM-Agent Traces to Online Failure-Warning Monitors: https://arxiv.org/abs/2605.06455v1 - Quantizing With Randomized Hadamard Transforms: Efficient Heuristic Now Proven: https://arxiv.org/abs/2605.06014v1 - AI Co-Mathematician: Accelerating Mathematicians with Agentic AI: https://arxiv.org/abs/2605.06651v1 - TACT: Mitigating Overthinking and Overacting in Coding Agents via Activation Steering: https://arxiv.org/abs/2605.05980v1 - BAMI: Training-Free Bias Mitigation in GUI Grounding: https://arxiv.org/abs/2605.06664v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.