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Jeremiah

๐Ÿ‘ค Speaker
1129 total appearances

Appearances Over Time

Podcast Appearances

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

The AI certainly isn't answering your math question by thinking something like, hmm, she used the number 3, which has the tokens TH and RE, and I know that there's an 8.2% chance that RE is often seen somewhere around the token X, so the answer must be 6.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

How would that even work?

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

Instead, consider your own evolution.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

On the outermost level, humans were designed by a process optimizing for survival, sex, and reproduction.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

The humans that survived were those that had sex and reproduced.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

Everything about humans is downstream of what helped with sex and reproduction.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

But that doesn't mean that any particular thought that you think involves reproduction or sex.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

If you're doing a math problem, you won't think, hmm, how can I have sex with the number three?

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

You're not even thinking, in order to reproduce, I need to survive.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

To survive, I need money.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

To get money, I need a good job.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

And to get a good job, I need good grades.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

And to get good grades, I need to get the answer to this math problem.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

Therefore, the answer is 76.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

You're just doing good, normal math.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

The evolutionary process that designed the learning algorithms that power your brain was thinking about, all in quotes, survival and sex and reproduction, but you may never consider those things at all in the course of any given task.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

CF, organisms are adaption executors, not fitness maximizers.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

Link in post.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

Which does a good job hammering in the point that we run algorithms designed by the evolutionary imperative to maximize survival and reproduction.

Astral Codex Ten Podcast
Next-Token Predictor Is An AI's Job, Not Its Species

rather than considering survival and reproduction explicitly in our decisions.