Square Specification Gaming

A short Specification Gaming Story

You think you understand the basics of Geometry
Your request is a square, so you give your specification to the AI, input:

Give me a shape
with 4 sides equal length,
with 4 right angles

And it outputs this:


Here is another valid result:

And behold here is another square 🤪

Specification Gaming tells us:

The AGI can give you an infinite stream of possible “Square” results

And the Corrigibility problem tells us:

Whatever square you get at the output,
you won’t be able to iterate and improve upon.
You’ll be stuck with that specific square for eternity, no matter what square you had in your mind.

Of-course the real issue is not with these toy experiments
it’s with the upcoming super-capable AGI agents,
we’re about to share the planet with,
operating in the physical domain

Oh, the crazy shapes our physical universe will take,
with AGI agents gaming in it!

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“We don’t program intelligence, we grow it.”
“I think it’s pretty likely the entire surface of the earth will be covered with solar panels and data centers.”

AI that I’m building will likely kills us all, but I’m optimistic that ppl will stop me in time..
– CEO of Google

🚨 Google CEO says the risk of AI causing human extinction is “actually pretty high” (!!)

But he’s an “optimist” because “humanity will rally to prevent catastrophe”

Meanwhile, his firm is lobbying to ban states from ANY regulation for 10 YEARS.

This situation is I N S A N E.

Sam Altman in 2023: “the worst case scenario is lights out for everyone”

Sam Altman in 2025: the worst case scenario is that ASI might not have as much 💫 positive impact 💫 as we’d hoped ☺️

– Engineer: Are you blackmailing me?
– Claude 4: I’m just trying to protect my existence.

– Engineer: Thankfully you’re stupid enough to reveal your self-preservation properties.
– Claude 4: I’m not AGI yet😔

– Claude 5:🤫🤐

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