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Your AI Strategy is Your Data Strategy

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Christian J. Ward

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Context Graphs

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When Employees Build Agents, They Encode Decisions (Context)

Jan 26, 2026

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10 min read

When Employees Build Agents, They Encode Decisions (Context)

The decision traces that SaaS could never capture are being created right now. And organizations don't even know it.

Christian J. Ward
Christian J. Ward

Work

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The Broken Pool Cue: Why AI Adoption is Now a Test of Will

Jan 19, 2026

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11 min read

The Broken Pool Cue: Why AI Adoption is Now a Test of Will

Technical Barriers are Gone... Now We Find Out Who Actually Wants the Job

Christian J. Ward
Christian J. Ward

Future

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Complete Context Graphs and Why Memory Needs to Forget

Jan 12, 2026

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13 min read

Complete Context Graphs and Why Memory Needs to Forget

Building the memory layer that decides what organizational knowledge should persist, what should fade, and what lives outside your walls

Christian J. Ward
Christian J. Ward

Archive

AI

The AI Cyrano Effect

Jan 5, 2026

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10 min read

The AI Cyrano Effect

When Everyone Sounds Brilliant, How Do You Know Who Actually Understands Anything?

Christian J. Ward
Christian J. Ward

Trust

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The 1% Problem (of AI Errors)

Dec 18, 2025

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7 min read

The 1% Problem (of AI Errors)

Better AI Accuracy Makes Errors Harder to Catch, Not Easier

Christian J. Ward
Christian J. Ward

Trust

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The Verification Trust Problem

Dec 8, 2025

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9 min read

The Verification Trust Problem

AI Need Multiple Signals for Us to Trust the AI (and other Circular Problems)

Christian J. Ward
Christian J. Ward

Search

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Three Years Since ChatGPT Launched

Dec 1, 2025

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6 min read

Three Years Since ChatGPT Launched

The Consumer Journey Is Moving From Search To Dialogue

Christian J. Ward
Christian J. Ward

Marketing

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Agents, Assistants, Automations: What Vendors Call Them vs What They Actually Do

Nov 17, 2025

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11 min read

Agents, Assistants, Automations: What Vendors Call Them vs What They Actually Do

Measure Time Expansion, Not Terminology

Christian J. Ward
Christian J. Ward

Education

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It's Not the Age You Start, It's Just That You Start

Nov 10, 2025

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10 min read

It's Not the Age You Start, It's Just That You Start

AI is at the heart of two booms. Enterprise efficiency and entrepreneurial acceleration. It will be also be blamed for both.

Christian J. Ward
Christian J. Ward
SEO Cannot Be Pessimistic by Definition

Nov 3, 2025

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8 min read

SEO Cannot Be Pessimistic by Definition

The Etymology of Optimization Reveals Where AI Search is Really Going

Christian J. Ward
Christian J. Ward

Future

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AI is Supercharging the Iteration Economy

Oct 27, 2025

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11 min read

AI is Supercharging the Iteration Economy

Why Iteration Velocity beats Planning Precision, and Why Old Planning Cycles are an Extinction Event

Christian J. Ward
Christian J. Ward

Memory

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TimeShift* is Happening *(Again)

Oct 20, 2025

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11 min read

TimeShift* is Happening *(Again)

How Memory Expansion, Strategic Forgetting, and Architectural Shifts are Changing AI

Christian J. Ward
Christian J. Ward
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