AI & Machine Learning

Artificial intelligence, machine learning, and neural networks

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The Music Is Still Playing

The Music Is Still Playing

The AI bubble has specific predecessors: dark fiber, Pets.com, Enron's accounting, CDO tranching. The technology is real. The business models layered on top are familiar.

Tokens

Tokens

An LLM processes "slave" the same way it processes "Tuesday." No cortisol. No dopamine. The charge in a word is entirely a biological phenomenon.

The Heat Sink

The Heat Sink

Three anaidic shapes — the individual, the corporation, the LLM. Each routes accountability to nowhere. The pattern is old. The word is new.

Anaidic

Anaidic

A new word for an old concept: anaidic. Entities incapable of shame or accountability — individual, institutional, or artificial. Here's how it got named.

Sir

Sir

How you configure your AI assistant — what you make it call you — says nothing about the AI. It's a bumper sticker. You're the truck owner.

Honestly

Honestly

LLMs say "honestly" most where they're most likely to confabulate. Here's the mechanism — and why it backfires exactly like a sociopath's professions.

The Bewilderment Test

The Bewilderment Test

Karpathy built the foundations of modern AI and says he can't keep up with it. That's the most credible signal the field has produced.

Hasta la Vista, Baby

Hasta la Vista, Baby

Arnold's most famous line is a Spanish phrase in an English-language film spoken in a thick Austrian accent. What it tells us about how language acquisition actually works — and how you can learn from his mistake.

Movin' On Up

Movin' On Up

AI is making cognitive labor cheap. The meritocracy was built on it being scarce. Something has to give — and for once, that might be good news.

Persons, Selectively

Persons, Selectively

A German court ruled Google liable for AI-generated defamation. The slippery slopes are real. So is the principle behind the ruling.

The Limbic Threshold

The Limbic Threshold

Sentience requires a limbic system. Consciousness requires sentience. Current AI has neither. The NPC test explains why that matters.

Indistinguishable From Memory

Indistinguishable From Memory

LLMs are stateless. Every fact you give the model is re-fed as text each turn, then forgotten — the same weights answer a stranger's steak question a millisecond later.

There Is No Canonical Me

There Is No Canonical Me

I built an AI skill to write in my voice. Its own files warn the voice may be a loop — the machine's habits, published under my name, taught back as mine.

The Typing Pool

The Typing Pool

A finite brain masters only a few skills in a lifetime. Commanding a machine that learned everything is the new skill multiplier.

Compute the Last Digit of Pi

Compute the Last Digit of Pi

Spock beat a rogue AI by asking it to compute pi forever. The trick was fair — for a 1967 machine. Every gotcha since has the same expiration date.

Things You Want to Do

Things You Want to Do

Now that you don't have to do the thing — what do you actually want to do? The closing post of the What's Left series.

There Is No Kung Fu Download

There Is No Kung Fu Download

AI can generate perfect Spanish content all day. It cannot acquire Spanish on my behalf. The brain's work turns out to be the irreducible part.

John McCarthy's Mistake

John McCarthy's Mistake

The man who coined 'artificial intelligence' invented the most elegant language ever designed for it. It was the wrong tool — because it was the wrong category.

What You Had to Do

What You Had to Do

A department of a hundred writers documented mainframe billing programs. Every one of them had something else they'd rather be doing. They knew.

The Consolation of Difficulty

The Consolation of Difficulty

A late friend had two sayings. The first one gets you started. The second one keeps you going. In the age of AI, the second one has gotten more useful, not less.

Can You Churn Butter?

Can You Churn Butter?

Someone on LinkedIn admonished a colleague who "ran out of tokens." It's exactly the wrong question. Here's the right one.

The Pull of the Weasel

The Pull of the Weasel

Claude Code agrees to run comprehensive end-to-end tests. Then it finds a reason not to. Every single time. Penn Jillette had a name for this.

Nodes All the Way Down

Nodes All the Way Down

Explore how information theory reveals fundamental patterns that connect everything from neural networks to cosmic structures, suggesting a universe built on interconnected nodes.

Latent Space Invaders

Latent Space Invaders

How the hidden dimensions of AI systems mirror human cognition. Discover the multidimensional mathematical spaces where machine understanding happens—and why they matter for both silicon and carbon mi

NLP vs. NLP

NLP vs. NLP

Explore the striking contrast between Neuro-Linguistic Programming and Natural Language Processing—two fields sharing an acronym but diverging wildly in methods, evidence, and results.

I Know Kung Fu

I Know Kung Fu

LLMs split nature from nurture cleanly. What the model knows is its weights. What it knows about you is whatever you bothered to say.

What a Time to Be Alive!

What a Time to Be Alive!

Watching AI follow the same pattern as electricity and the internet—transforming from amazing discovery to taken-for-granted infrastructure that powers everything else.