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The Shadow Behind the Guardrail

By Max K Goff Posted on September 17, 2026 Posted in Big Data, Data Science, GenAI, Platforms & Tools Tagged with AI, GenAI, Platforms & Tools
The Shadow Behind the Guardrail

“For a successful technology, reality must take precedence over public relations, for nature cannot be fooled.” — Richard Feynman, Personal Observations on Reliability of Shuttle, 1986 I have been thinking lately about the moment I turn away from an AI …

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Pascal Bets Again

By Max K Goff Posted on September 14, 2026 Posted in Big Data
Pascal Bets Again

I am working on a book and have been rereading something I wrote in 2018 as part of the process. The old post is called “Pascal’s AI Wager.” Eight years have turned it into an exam I did not know …

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The Expanding Blast Radius

By Max K Goff Posted on September 11, 2026 Posted in Big Data, Borg, Data Science, GenAI, Platforms & Tools
The Expanding Blast Radius

“Learning is not child’s play; we cannot learn without pain.” — Attributed to Aristotle Today is September 11. Twenty-five years have passed since the towers fell, and we are still learning what that morning did to us. Some pain announces …

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Agentifying Me

By Max K Goff Posted on September 7, 2026 Posted in Big Data
Agentifying Me

“Life imitates art. We shape our tools and thereafter they shape us.” — John Culkin, A Schoolman’s Guide to Marshall McLuhan, 1967. The line is nearly always given to McLuhan, and nearly always in a slightly different form than the …

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Thinking in AI

By Max K Goff Posted on September 5, 2026 Posted in Big Data, Data Science, GenAI Tagged with AI, Platforms & Tools
Thinking in AI

“This invention will produce forgetfulness in the minds of those who learn to use it. They will appear wise, but not be so.” — Thamus to the god Theuth, on the invention of writing, in Plato’s Phaedrus Sometime in the …

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The Habit of Emergence

By Max K Goff Posted on August 23, 2026 Posted in Big Data, Data Science, GenAI
The Habit of Emergence

The totality is not, as it were, a mere heap, but the whole is something besides the parts. –Aristotle Many years ago, during a particularly wayward period of my misspent youth (i.e.: my cowboy period), having pulled a calf from …

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The No-Regret Portfolio

By Max K Goff Posted on June 12, 2026 Posted in Big Data, Data Science, GenAI, Platforms & Tools Tagged with AI, future, GenAI, Platforms & Tools

You cannot win a bet on a future impossible to predict. You can only become a human who survives regardless of outcome. Three AI fears walk into a bar. The first tries to order everything on the menu at once …

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What Will Endure in Agentic AI

By Max K Goff Posted on May 16, 2026 Posted in Big Data, Data Science, GenAI, Platforms & Tools

The most durable advances in Agentic AI are not what the demos suggest.They are what the plumbing demands. Convening the Ministry Thirteen years ago I came back to hands-on software engineering and data science after a long stretch in management …

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AI: The Only Benchmark that Matters

By Max K Goff Posted on March 10, 2026 Posted in Big Data, Data Science, GenAI Tagged with AI, GenAI, Liquid Architecture

“Not everything that counts can be counted, and not everything that can be counted counts.” — William Bruce Cameron (often misattributed to Einstein) Thirteen years ago, when I began my journey back into hands-on coding after years of management consulting, …

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Liquid Software

By Max K Goff Posted on January 15, 2026 Posted in Big Data, Data Science, GenAI Tagged with AI, GenAI, Liquid Architecture

“No man ever steps in the same river twice, for it’s not the same river and he’s not the same man.” — Heraclitus I have been thinking a lot recently about permanence. In our industry, we have spent the better …

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Recent Posts

  • The Shadow Behind the Guardrail
  • Pascal Bets Again
  • The Expanding Blast Radius
  • Agentifying Me
  • Thinking in AI

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