How does the propagator network architecture work?

It consists of cells that hold partial information and propagators that serve as functions to combine or transform that information, ensuring that knowledge only increases over time.

Can this skill be used for parallel processing?

Yes, it supports parallel propagation through isolated local scopes, allowing for high-performance knowledge synthesis without compromising bitwise identity.

Is the knowledge discovery process reproducible?

Yes. By using the SplitMixTernary RNG and SPI-compliant local scoping, the skill ensures that the same seed always results in the same deterministic arbitrage discoveries.

What is Epistemic Arbitrage in the context of Claude Code?

It is a specialized skill that allows Claude to transfer understanding from a well-known domain to a mysterious one by identifying and exploiting structural similarities between them.

What is Triangle Arbitrage?

Triangle Arbitrage is a pattern used when three domains have pairwise connections; it exploits the triangle inequality to transfer knowledge between two domains via a third intermediate domain.

Epistemic Arbitrage

Name: Epistemic Arbitrage
Author: plurigrid

byplurigrid

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データサイエンスとML

Transfers and synthesizes knowledge across domains using propagator-based networks to exploit structural isomorphisms.

概要

Epistemic Arbitrage is a sophisticated knowledge synthesis engine that leverages propagator networks and the SplitMixTernary RNG to bridge knowledge gaps between different domains. By identifying structural similarities between well-understood fields and emerging ones, it allows developers and researchers to "arbitrage" understanding—applying proven insights from one domain (such as music theory or group theory) to solve mysteries in another (such as number theory or physics). It ensures parallel, deterministic, and monotonic knowledge accumulation.

主な機能

2 GitHub stars
Propagator-based parallel structure for monotonic knowledge accumulation
SPI-compliant local scoping for thread-safe, bitwise-identical execution
Triangle Arbitrage patterns to resolve domain connections via intermediate nodes
SplitMixTernary RNG for deterministic and reproducible knowledge exploration
Seamless integration with Music Topos, Synadia, and Glass Bead Game frameworks

ユースケース

Synthesizing insights between disparate scientific fields using structural duality
Mapping mathematical group theory concepts to musical harmony structures
Automating the discovery of analogies and patterns across large-scale cross-disciplinary knowledge bases

概要

主な機能

2 GitHub stars
Propagator-based parallel structure for monotonic knowledge accumulation
SPI-compliant local scoping for thread-safe, bitwise-identical execution
Triangle Arbitrage patterns to resolve domain connections via intermediate nodes
SplitMixTernary RNG for deterministic and reproducible knowledge exploration
Seamless integration with Music Topos, Synadia, and Glass Bead Game frameworks

ユースケース

Synthesizing insights between disparate scientific fields using structural duality
Mapping mathematical group theory concepts to musical harmony structures
Automating the discovery of analogies and patterns across large-scale cross-disciplinary knowledge bases