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In this episode: The most useful extra work for an AI agent may be making its output easier to review. Employers remain strongly attached to college degrees even as AI changes the skills they need, according to a Lumina Foundation and Gallup survey. Anthropic is expanding its involvement in drug development through research partnerships with six organizations and drug discovery efforts of its own. Merced College offers a concrete example of involving faculty before committing to a new teaching platform.