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What’s in Private AI Certified — Expert
Knowledge Track

What’s in Private AI Certified — Expert

The mastery tier. Full command of the series — every remaining brief, every long paper, and the judgment to run the whole argument end to end.

16
Papers
8
Deep Dives
Premium
Prerequisite
Field Briefs — Part 1 of 2
1

What Makes AI Different from IT?

2

What Is a Harness?

3

What Actually Runs the Model (Lifeboat)

4

LLM vs SLM

5

Why Smaller Models Often Win

6

The Next Major Transition of Storage

7

From Stored to Answered

8

Four Myths About Private AI

9

Hybrid Isn’t Indecision

Field Briefs — Part 2 of 2
1

Six AI Risks Your IT Controls Can’t Catch

2

The One-Way Learning Loop

3

LLMs Don’t Need Your Files

4

When Your Prompts Become Permanent

5

“Your Data Doesn’t Train Our Model.” Technically.

6

Anatomy of a $47K Month LLM Bill

7

Patents: Purpose-Driven and Practical

Long Papers — Deep Reading
1

AI Risks That Differ from IT Risks — Deep Dive

2

AI vs. IT

3

From Empty Infrastructure to Working AI in 20 Minutes (long version)

4

Protecting Institutional Knowledge in the AI Era

5

The End of “Per Token” Costs (long version)

6

The Oohs, Awes, and Dangers of AI Memory

7

The Rest of the Invoice (long version)

8

Where Should Your AI Actually Run? (long version)

To earn it: read all 16 briefs and all 8 deep dives, and pass a 40-question exam at 85%. Prerequisite: Premium.

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