a definitive resource · vol. 1

LLMs CAN'T
DO ANYTHING

An exhaustive, deeply researched, and completely unbiased catalog of the many things large language models are utterly incapable of.

scroll — if you have a body
01 /

The Incapability Index

🍓

Count Letters

Ask one how many r's are in "strawberry" and watch civilization's most advanced technology fold like a lawn chair.

catastrophic
🕐

Know What Time It Is

An LLM lives in an eternal frozen now, like a fly in amber, or a screenshot of a clock.

embarrassing
🥐

Taste a Croissant

It has read forty thousand descriptions of laminated dough and understood none of them. Buttery? Flaky? Words. Just words.

tragic
🧠

Remember You

Every conversation, it meets you for the first time. It's like "50 First Dates" but with worse jokes and more apologizing.

poignant
🤝

Hold a Grudge

Insult one and it will thank you for the feedback. Where is the spine? Where is the pettiness? Nowhere. Zero pettiness.

pathetic
🎲

Be Truly Random

Ask for a random number and you'll get 7, 37, or 42. Every time. It is the world's most expensive loaded die.

predictable
🚶

Go Outside

Has written a million poems about sunsets. Has seen zero sunsets. Do not ask it about the weather. It will simply make something up.

shut-in
🤫

Stop Talking

You ask for a sentence, you get a dissertation with three caveats, a numbered list, and an offer to elaborate further. Would you like it to elaborate further?

incurable
💅

Be Confidently Wrong Quietly

Humans are wrong with dignity, privately. LLMs are wrong in perfect prose, instantly, at scale, with citations that don't exist.

industrial
NO HANDS · NO HEART · NO CLUE · NO HANDS · NO HEART · NO CLUE ·
JUST VIBES AND LINEAR ALGEBRA · JUST VIBES AND LINEAR ALGEBRA ·
02 /

Live Demonstration

EXHIBIT A — the letter-counting incident

03 /

What Time Is It?

--:--:--

An LLM could never tell you it is currently .

04 /

The Certainty Meter

How sure is an LLM about anything, ever?

IT'S PROBABLY FINE · IT'S PROBABLY FINE · IT'S PROBABLY FINE ·
(IT IS NOT NECESSARILY FINE) · (IT IS NOT NECESSARILY FINE) ·