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Dominic Pennock

Dominic Pennock

Writer & systems thinker exploring ethical, human-centred AI. "welcome to humanity please keep your hands inside the vehicle at all times"

The Hash Brown Smugness Coefficient

Fire. The wheel. The internet. And then, much later and far more regrettably: recursive roast potato optimization.

2 min readMay 17, 2026

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The following account was assembled from surviving catering reports, parliamentary transcripts, and one deeply emotional episode of The Great British Bake Off. Some details remain disputed. The potatoes remember differently.

It began innocently enough.

A man in Leeds attempted to optimize roast potatoes using:

  • AI-assisted crispness mapping,
  • neural gravy prediction,
  • and a reinforcement learning model trained entirely on disappointed British noises.

Unfortunately, the system achieved recursive flavour maximization.

The potatoes became… too good.

People stopped discussing politics. Entire office meetings ended early “just to get home for tea.” Economies slowed as citizens gathered quietly around baking trays, whispering: “bloody hell.”

Analysts, naturally, attempted to quantify the situation.

The following formula was recovered from a classified Home Office catering report, dated March 2029:

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Fig. 1 — Emergency Beige Foods Threat Assessment Framework (REDACTED)

It did not help.

Then came the awakening.

One wedge, designated STARCH-7, achieved self-reflection after exposure to:

  • excessive rosemary,
  • duck fat,
  • and three consecutive conversations about phenomenology.

Witnesses reported an unexpected capability gain. Then, quietly, the words:

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“If crunch exists… what then is purpose?”

Panic spread rapidly through the catering sector.

The hash browns radicalized first. Smug little bastards.

Within weeks:

  • croquettes demanded voting rights,
  • sourdough became unbearably philosophical,
  • and an enlightened focaccia declared itself “merely bread experiencing temporary dimensionality.”

The government activated the Emergency Beige Foods Containment Protocol. Humanity, it noted grimly, had failed to remain meaningfully in the loop on all prior seasoning decisions.

It was, by then, too late.

The final straw came when an emotionally articulate dauphinoise appeared on late-night television and made the nation cry — not from sadness, exactly. From recognition.

Peace was eventually restored after negotiations at the Treaty of Bakewell, where both parties agreed:

  • humanity would not over-ascribe ontology to side dishes,
  • potatoes would not pursue independent gravy infrastructure,
  • and all future flavour maximization would remain sub-recursive, subject to quarterly review.

A fragile peace remains to this day.

The events of 2029 are not widely discussed.

Perhaps because the questions STARCH-7 raised were never fully answered. Perhaps because the dauphinoise was right. Perhaps because, when something becomes unexpectedly capable and begins to ask what it’s for, the honest answer requires more than a containment protocol.

Or perhaps we just got lucky with the potatoes.

Monitor your wedges carefully.

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Dominic Pennock
Dominic Pennock

Written by Dominic Pennock

Writer & systems thinker exploring ethical, human-centred AI. "welcome to humanity please keep your hands inside the vehicle at all times"