AI Safety Compendium

Benjamin Todd

2 min read

Benjamin Todd

Benjamin Todd is the co-founder and former CEO of 80000-hours, the Oxford-affiliated career advising organisation that applies effective-altruism principles to help people find high-impact careers. He is one of the central figures in translating EA philosophy into practical career guidance.

Contributions

80,000 Hours

Todd co-founded 80,000 Hours and led the development of its core frameworks: career-capital, personal-fit, cause-prioritization, and job-satisfaction. Under his leadership, the organisation ranked AI risk as the world’s most pressing problem and built one of the most influential career guidance platforms in the EA ecosystem.

Writing on AGI Transition

Todd writes a Substack focused on how individuals and society should navigate the transition to AGI. His article on agi-personal-preparation provides a rare individual-level complement to the institutional focus of most AI safety writing. He presents seven practical strategies — from financial resilience and skill investment to geographic positioning and temporal prioritisation — grounded in the same evidence-based reasoning that characterises 80,000 Hours’ career advice.

His key insight is the robustness criterion: all AGI preparation should also be fine if timelines turn out to be much longer. This mirrors the effective altruism emphasis on expected-value reasoning under deep uncertainty.

Todd curates a network of thinkers he considers most prescient on AI: carl-shulman, paul-christiano, leopold-aschenbrenner, ajeya-cotra, daniel-kokotajlo, and others. He emphasises that personal relationships with informed people — not just reading — are crucial for navigating a fast-moving transition.

Significance

Todd bridges the gap between abstract existential-risk analysis and the concrete life decisions people face. His work at 80,000 Hours demonstrated that EA reasoning could be made practical and accessible; his Substack extends this to the AGI transition specifically.

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