AI Papers - 2026-07-28

Today's papers: - A Roadmap to Impactful Pluralistic Alignment Research: https://arxiv.org/abs/2607.22305v1 - Learning to Prepare Molecular Ground States with Transformer Models: https://arxiv.org/abs/2607.22468v1 - Training Language Models to Cooperate with Inference-Time Controllers: https://arxiv.org/abs/2607.23771v1 - Building AI That Works: ESnet's Pragmatic Approach to AI-Driven Operational Excellence: https://arxiv.org/abs/2607.22948v1 - IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation: https://arxiv.org/abs/2607.22375v1 This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.