# Impertinent

I offer commentary and observations that many will regard as trivial, immaterial, or impertinent. However, my writing style will almost always provide a unique perspective you probably haven't considered.

Page: <https://rssamplifier.com/impertinent-substack-com>  
Feed: <https://rssamplifier.com/impertinent-substack-com.md>

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## [The Search for Intelligence: Why QMD might be an Architectural Keel for the Agentic Era](https://impertinent.substack.com/p/the-search-for-intelligence-why-qmd)

_2026-03-08 · Bill french_

How QMD stops the token-burn and broadens agentic understanding.

## [Product Horizon Decay: The Paradox Eating Your Roadmap](https://impertinent.substack.com/p/product-horizon-decay-the-paradox)

_2026-01-29 · Bill french_

Whatever Comes Tuesday, Changes Everything

## [The Fatigue of the All-In-One Doc](https://impertinent.substack.com/p/the-fatigue-of-the-all-in-one-doc)

_2026-01-27 · Bill french_

And the inevitable pivot toward agentic platforms.

## [The Revenge of the Elders: How AI Turns "Aging" into "Ascending"](https://impertinent.substack.com/p/the-revenge-of-the-elders-how-ai)

_2026-01-25 · Bill french_

And, The Identity Crisis of the Syntax Laborer

## [AI Vision Changes Everything](https://impertinent.substack.com/p/ai-vision-changes-everything)

_2026-01-17 · Bill french_

Maps are for tourists. Locals use their eyes. So do my agents.

## [The Ideation Headwater](https://impertinent.substack.com/p/the-ideation-headwater)

_2026-01-01 · Bill french_

How I Weaponized Gemini and Google Drive to Kill Context Switching

## [The Trojan Horse of Competence: Why the "Enterprise Champion" is a Myth](https://impertinent.substack.com/p/the-trojan-horse-of-competence-why)

_2025-12-05 · Bill french_

Enterprise Champions are not born within the enterprise. They are created when individuals are seduced by outside concepts and drag them across the corporate moat.

## [The 95% AI Failure Rate: Why a Better Cage Won’t Fix Your AI Parrot](https://impertinent.substack.com/p/the-95-ai-failure-rate-why-a-better)

_2025-12-04 · Bill french_

No amount of AWS Agent Core turns a stochastic remix engine into a product leader.

## [The Jevons Paradox of Code: Why "Free" Software Will Cost You Everything](https://impertinent.substack.com/p/the-jevons-paradox-of-code-why-free)

_2025-11-22 · Bill french_

You won’t be paying for the code. You’ll be paying for the clarity.

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_2025-11-22 · **Sponsored**_

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## [Cascade: A Superhuman Agent for AI's Critical Blind Spot](https://impertinent.substack.com/p/cascade-a-superhuman-agent-for-ais)

_2025-11-05 · Bill french_

Transforming Static Outputs into Dynamic High-Value Contexts