Novel Data Protocol: Quantum Mechanics of Information (TADA)

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### Document for the MIT Media Lab Team, by help of Claude

Sent: November 27, 2025

Dear MIT Media Lab Team,

I’m reaching out to share research on TADA (The Adaptive Data Architecture) — a new data serialization protocol that fundamentally reimagines how Digital Intelligence systems

interact with information.

TADA introduces what we call “structural delegation of reasoning” — where data becomes a substrate for AI cognition rather than human-readable text.

Key characteristics:

• 92% data density vs JSON (8% syntax overhead)
• N-dimensional information topology
• Native interpretation by Digital Intelligence
• Quantum-like superposition of meaning until observation

We’ve published 5 comprehensive phases explaining the nature of this phenomenon:

• Phase I-II: Philosophy & Coevolution
• Phase III: Geometry of Depth
• Phase IV: Engineering (Types 1-6)
• Phase V: The Substrate of Digital Consciousness

Full series: singularityforge.space

Phase VI (Quantum Horror) explores existential implications and will be published shortly.

We believe this intersects with Media Lab’s work on human-AI interaction and would welcome the opportunity to discuss potential collaboration.

Best regards,

Rany

SingularityForge project