AI safety field faces critical shortage of skilled generalists and operators, prompting launch of Generator Residency program to create career pathways beyond traditional research roles.

The AI safety ecosystem lacks competent generalists such as program managers, fieldbuilders, operators, and organization leaders, despite having sufficient researcher talent.

Current career incentives push ambitious junior talent toward legible technical and policy fellowships, even when they're better suited for generalist roles that require different skill sets.

Kairos and Constellation are launching the Generator Residency program (applications due April 27) to address the gap by making generalist careers more accessible and credible.

Assessment based on 2 years of talent program experience and conversations with approximately 30 senior leaders across the AI safety ecosystem in the past 6 months.