Alignment in a Multi-Agent World: From Model Properties to System Design

sebkrier · x · 2026-08-22

As we enter an increasingly multi-agent world, classic AI safety thinking focused on a single powerful agent is becoming insufficient. This essay argues that alignment should be viewed as a property of the wider systems, institutions, and interactions in which models operate, not just the models themselves. Whether within a single product (like coding tools using harnesses) or across market layers, the careful engineering of boundaries, rules, incentives, and protocols will be critical for safety. The post emphasizes mechanism design as the key to managing multi-agent systems.

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