『The Universal Pattern - Clear, Culturally Aware Communication』のカバーアート

The Universal Pattern - Clear, Culturally Aware Communication

The Universal Pattern - Clear, Culturally Aware Communication

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 The provided text is an article by Greg Twemlow titled "The Universal Pattern: Clear, Culturally Aware Communication," which discusses a framework called the Context & Critique Rule™ (C&C) designed for engaging with Artificial Intelligence while preserving human agency. Twemlow was inspired by the film Arrival, recognising that language and communication are not neutral but shape thought and enable coordination across significant differences. The author argues that C&C—where Context involves declaring clear intent before prompting AI, and Critique involves rigorous evaluation of the output—is the systematic method humanity requires to thrive in an AI-mediated world. This protocol, described as a "perpetual protocol," is presented as the foundational pattern for success across individual, organisational, and civilisational scales, acting as a firewall against uncritical acceptance of machine-generated content. Ultimately, the article advocates for making thought systematic and dialogue legible to maintain sovereignty and prevent communication failures accelerated by AI's speed. Read the article.
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