IQ Mindware Substack

IQ Mindware Substack

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IQ Mindware is about training transferable intelligence in the AI age — building cognitive capacity and practical thinking skills that carry over beyond the practice task, with transparent, proof-first methods.

The Gf-Gc Loop Protocol: How to Augment Intelligence Using AI. [Part 1]
BlogMar 29, 2026

The Gf-Gc Loop Protocol: How to Augment Intelligence Using AI. [Part 1]

The author presents the ORSAR protocol, a five‑step framework for human‑led AI interaction that moves problems through pre‑analysis, framing, stress‑testing, metacognitive auditing, and knowledge consolidation. Each stage deliberately limits AI’s role to sharpen uncertainties, generate productive friction, and extract reusable...

By IQ Mindware Substack