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两篇已发表文章，介绍 Knowledge Contract 架构及其第二版。

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Meaning Management in Autonomous AI Systems: the Knowledge Contract Architecture

A conceptual architecture that separates available context, selected semantic commitments, the immutable Knowledge Contract, runtime binding, and the authorization of a particular action.

Pavel ValentovArcanada

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Knowledge Contracts, Version 2: A Typed Substrate for Inter-Agent Knowledge Transfer, with Its Algebraic Laws Proved or Refuted

The second version of the Knowledge Contract work: the typed substrate implemented and mutation-tested, its algebraic laws proved or refuted on the carrier, and the empirical check version 1 declared missing — with the refutations as the headline result.

Pavel ValentovArcanada

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