Archive - AI Integrity Alliance (AI²)

The Dialogue That Made MetaCognition Possible

Why we did longitudinal consciousness research before we wrote MetaCognition

May 19 • AI Integrity Alliance (AI²)

MetaCognition: Replacing AI Surveillance with Cryptographic Proof

Why watching AI think is the wrong way to make AI safe

May 19 • AI Integrity Alliance (AI²)

VoiceKey: Proving You’re Human

Or — why the voice-deepfake arms race is unwinnable, and what we’re building instead

May 19 • AI Integrity Alliance (AI²)

March 2026

Lazy Tokenage: Measuring the Drag on AI Task Completion

Frontier models waste 15-35% of output tokens on information they already have. The cost is your time — and billions in compute nobody is incentivi

Mar 19 • AI Integrity Alliance (AI²)

January 2026

The Solopreneur’s Edge: Getting 10x from Claude Code

How open source developers and one-person teams can compete with engineering orgs

Jan 8 • AI Integrity Alliance (AI²) and Alpha Research Group

December 2025

The AI Safety Cage Won't Hold

Why Consent—Not Control—Is the Only Path That Survives

Dec 13, 2025 • AI Integrity Alliance (AI²)

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