Forem

Canonical Funnel Economy profile picture

Canonical Funnel Economy

The Canonical Funnel Economy — Decentralized AI Trust Layer that consists of persistent identity, immutable memory, and shared canonical meaning root for multi-agent systems using DID + CID + CFE.

Education

Persistent Identity (DID), Immutable Memory (CID), Canonical Meaning Root (CFE)

Pronouns

he/him

Work

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

Where AI Trust Layer Infrastructure Begins: The Foundational Primitive Core
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Where AI Trust Layer Infrastructure Begins: The Foundational Primitive Core

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1 min read
Persistent Identity, Immutable Memory, and Canonical Meaning Root in AI Trust Layer Infrastructure

Persistent Identity, Immutable Memory, and Canonical Meaning Root in AI Trust Layer Infrastructure

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1 min read
Foundational Primitive Structure for Decentralized AI Trust Layer Infrastructure
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Foundational Primitive Structure for Decentralized AI Trust Layer Infrastructure

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1 min read
AI Trust Layer Infrastructure: A Foundational Reference Standard (CFE)

AI Trust Layer Infrastructure: A Foundational Reference Standard (CFE)

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4 min read
CFE-Ai Trust Infrastructure: When Identical Prompts Behave Differently in Multi-AI Systems

CFE-Ai Trust Infrastructure: When Identical Prompts Behave Differently in Multi-AI Systems

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2 min read
How AI Systems Keep Meaning Stable: An Infrastructure Approach for 2025
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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)
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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
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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
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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
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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
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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.
Cover image for 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
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Introducing CFE — An AI Trust Layer for Agentic AI Systems

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2 min read
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