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Safe Pareto Improvements (SPI) Fundamentals Program

The Center on Long-Term Risk (CLR) announced its Safe Pareto Improvements (SPI) Fundamentals Program, an initiative to develop interventions that make AI negotiations better for all parties regardless of the default outcome. CLR identifies SPI as a robust approach to mitigating AI conflict and encourages skilled individuals to pursue this career path.

read1 min views23 publishedJul 3, 2026

CLR is excited about safe Pareto improvements (SPIs) as a way to mitigate downsides from conflict between AIs. SPIs are a class of interventions on how agents negotiate that makes them all better off, no matter how they would have negotiated without the SPI. Among many candidate interventions against AI conflict, SPIs stand out to us as unusually robust — see the introduction of our agenda on the topic. And in discussions with people who’ve thought a lot about conflict risks, we’ve found there’s broad support for work on SPIs. For those sympathetic to CLR’s general priorities and with relevant skills (see below), we think helping SPIs go well is one of the most impactful career paths. But work on […]

The post Safe Pareto Improvements (SPI) Fundamentals Program appeared first on Center on Long-Term Risk.

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