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John’s Substack

John tocado

My personal Substack

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Substack
PricingOnly free issuesPublishesMonthly
Issues6Founded3 years agoLast Issue4 months ago
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Latest Issues

The Missing Layer in Enterprise AI: Building a Knowledge Spine

The Missing Layer in Enterprise AI: Building a Knowledge Spine

Most organizations already possess the knowledge they need.

The problem is that nobody can find it.

The answer to today’s difficult service problem might exist in a technic...

4 months ago

Applied AI in the Enterprise

Executive Summary

Applied AI — the discipline of selecting, deploying, and operating AI to solve concrete business problems — has reached a decisive inflection point. Adoption is no longer the bottleneck. According to McKinsey’s November...

4 months ago

A conversation about the War

This is an experiment using ChatGPT where I wanted to guess what Prof Robert Pape will say in his next paid Live Briefing. I think at some point I will add Prof Pape to my list of paid Substack accounts - but right now I am tapped out betwe...

5 months ago

Prediction Machines, Creative Destruction, and the Productivity J-Curve

February 2026

1. The Strategic Choice: What Do You Do with the Gains?

Thanks for reading John’s Substack! Subscribe for free to receive new posts and support my work.

Companies that successfully deploy AI face a consequential strategic...

6 months ago

Freedom Christmas: When We Must Care for Each Other

Freedom Christmas: When We Must Care for Each Other


My American friends,

There comes a moment in the life of a nation when ordinary people must do what their government cannot—or will not—do. We stand at such a moment now....

a year ago
1

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  • John tocado

    Applied AI for the people who turn the wrenches. Former Army helicopter mechanic, now a Principal Analyst at JLG and writing about structured troubleshooting, knowledge graphs, and ML experiments that have to survive contact with the real world.

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