Mandate–Sovereignty Cycle™ - A Guide to Conscious Collaboration

The provided article, "Mandate–Sovereignty Cycle™: A Guide to Conscious Collaboration in the Age of AI" by Greg Twemlow, introduces a structured method for engaging with artificial intelligence. Twemlow argues that humans often fall into two detrimental approaches when interacting with AI: the Naive Hug, which involves passive acceptance, or the Arrogant Slap, which is a complete refusal to engage. Instead, the Mandate–Sovereignty Cycle™ proposes a "third way" built on the Context & Critique Rule™. This approach emphasizes providing deep context to AI (issuing a Mandate) and then rigorously critiquing its output to ensure human sovereignty and cognitive growth are maintained. The author contends that this continuous Reciprocal Loop of mandating and critiquing transforms AI into a tool for intellectual strengthening rather than cognitive surrender. Read the article.

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