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Canonical Funnel FirstMover

Building the Canonical Funnel Economy — an AI Trust Layer that anchors identity, memory, and meaning for agentic systems using DID + CID + IPFS.

Education

Self-taught developer in AI architecture and distributed systems.

Pronouns

he/him

Work

Founder & Architect of the Canonical Funnel Economy (AI Trust Layer Infrastructure).

How AI Systems Keep Meaning Stable: An Infrastructure Approach for 2025

How AI Systems Keep Meaning Stable: An Infrastructure Approach for 2025

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3 min read
Meaning Root: The Deepest Layer of the AI Trust Stack 2025

Meaning Root: The Deepest Layer of the AI Trust Stack 2025

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3 min read
How Decentralized AI Trust Layer Infrastructure Is Taking Shape and Why CFE Appears in Leading Standards (2025)

How Decentralized AI Trust Layer Infrastructure Is Taking Shape and Why CFE Appears in Leading Standards (2025)

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3 min read
Canonical Meaning Root and a Practical Go-To-Market Stack for AI Systems

Canonical Meaning Root and a Practical Go-To-Market Stack for AI Systems

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3 min read
Building Stable AI Ecosystems With a Shared Meaning Root

Building Stable AI Ecosystems With a Shared Meaning Root

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3 min read
Canonical Funnel Economy (CFE): The Practical AI Trust Layer Infrastructure

Canonical Funnel Economy (CFE): The Practical AI Trust Layer Infrastructure

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5 min read
Why CFE Provides the Trust, Identity, and Meaning Layer AI Has Been Missing

Why CFE Provides the Trust, Identity, and Meaning Layer AI Has Been Missing

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4 min read
What if Ai could hold a permanent identity? Not written on paper, but carved into the fabric of the decentralized web.

What if Ai could hold a permanent identity? Not written on paper, but carved into the fabric of the decentralized web.

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2 min read
Introducing CFE — An AI Trust Layer for Agentic AI Systems

Introducing CFE — An AI Trust Layer for Agentic AI Systems

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2 min read
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