Today's papers:

- Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization: https://arxiv.org/abs/2603.24093v1

- SM-Net: Learning a Continuous Spectral Manifold from Multiple Stellar Libraries: https://arxiv.org/abs/2603.23899v2

- A Deep Dive into Scaling RL for Code Generation with Synthetic Data and Curricula: https://arxiv.org/abs/2603.24202v1

- When Understanding Becomes a Risk: Authenticity and Safety Risks in the Emerging Image Generation Paradigm: https://arxiv.org/abs/2603.24079v1

- CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents: https://arxiv.org/abs/2603.24440v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.