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  3. Sift: Cognitive Governance Engine
Anonymous builder4 months agoJudging locked: Event build

Sift: Cognitive Governance Engine

Evaluates whether a user’s prompt reflects cognitive offloading and either responds normally or intervenes with a Socratic question to encourage independent thinking.

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Project description
Sift is a cognitive governance layer that sits in front of AI assistants to reduce cognitive offloading. Instead of immediately answering every prompt, Sift evaluates whether the user has demonstrated independent thinking or is relying entirely on AI to reason for them. When excessive cognitive offloading is detected, the system temporarily intervenes with Socratic questions that encourage users to form their own hypotheses before receiving AI assistance. By promoting active reasoning rather than passive consumption, Sift aims to preserve critical thinking while maintaining AI as a collaborative tool rather than a replacement for human cognition.
Project links
  • GitHub repository
  • Demo video
Tools used
  • GGemini
    No link provided