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Gene Salvatore's avatar

Aaron, framing this as a question of sovereignty rather than scaling is the exact paradigm shift the industry is missing. The 'Treaty' metaphor is flawless.

To touch on Michael's comment below—this actually doesn't fix the reliability problem with LLMs. And that is the beauty of it. It accepts that stochastic LLMs will always be inherently unreliable, and instead builds a deterministic boundary (a treaty line) around them to contain the blast radius.

When we were mapping the architecture for multi-agent governance, we hit this exact 'seam' problem. We found that you cannot coordinate competing sovereign agents inside a probabilistic space. The 'Composition Contract' you describe must be anchored to a process-isolated deterministic gate, operating on a strict 'fail-closed' (default denial) basis.

If Domain A and Domain B meet, their interaction isn't negotiated by their respective LLMs; it is verified by their respective cryptographic gates against a hashed contract.

You are laying out the precise constitutional physics for the agentic economy. Highly anticipating the 'Legibility' piece—because if the composition contract isn't anchored to a non-repudiable, tamper-evident substrate, the treaty is just written in pencil.

Micheal angel's avatar

interesting fixes the reliability problem with LLMs

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