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人間の意思を組み込んだ自律分散トランザクション:人と機械の協調システム記述
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ポイント
- 人と機械が協調する分散システムを記述するため、人間の意思を考慮した新しいトランザクションモデルを提案した。
- 従来のモデルでは無視されがちだった人間の意思決定を組み込むことで、より現実に即したシステム仕様を可能にした点が重要である。
- 提案モデルにより、ソーシャルネットワークや仮想通貨などのプラットフォーム仕様を数学的に表現し、AIによる実装導出の基盤となることを示した。
Abstract
Formal models for concurrent and distributed systems describe machines; the people who operate them are either ignored or treated as external environment. Yet key distributed systems -- notably grassroots platforms -- include people operating their personal machines (smartphones), and their faithful description must include the states of both people and machines and how they jointly effect system behaviour. Here, we propose volitional multiagent atomic transactions -- executed atomically by machines and guarded by their people's volitions -- as a novel mathematical foundation for specifying systems consisting of people operating machines. Each agent's state consists of a volitional state and machine state; a transaction is enabled when the machine precondition holds and the guarding persons are willing. For example, befriending two people is guarded by both; unfriending, by either; voluntary swap of coins and bonds is guarded by both parties, while a payment is guarded by the payer. We develop the mathematical machinery to express safety and liveness of platforms specified in this framework, and provide example specifications of two grassroots platforms: social networks, and coins and bonds. These specifications are then used by AI to derive working implementations. % We employ here a novel and simpler definition of `grassroots' that better captures the informal notion -- multiple instances can form and operate independently, yet may coalesce -- and show that the platforms specified here, as well as those hitherto proven grassroots under the original definition, are grassroots under the new definition.
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