AI Papers - 2026-05-04

Today's papers: - Optimization before Evaluation: Evaluation with Unoptimised Prompts Can be Misleading: https://arxiv.org/abs/2604.27637v1 - Position: agentic AI orchestration should be Bayes-consistent: https://arxiv.org/abs/2605.00742v1 - From Context to Skills: Can Language Models Learn from Context Skillfully?: https://arxiv.org/abs/2604.27660v1 - CastFlow: Learning Role-Specialized Agentic Workflows for Time Series Forecasting: https://arxiv.org/abs/2604.27840v1 - CoAX: Cognitive-Oriented Attribution eXplanation User Model of Human Understanding of AI Explanations: https://arxiv.org/abs/2604.27354v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.