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Thanks, this helped crystallize something for
me: the play the AI labs are making is
anti-fragile (in the Nassim Taleb sense):
<p>
&gt; The very act of resisting feeds what
you resist and makes it less fragile to
future resistance.
</p>
<p>
At least along certain dimensions. I don't
think the labs themselves are antifragile.
Obviously we all know the labs are training
on everything (so write/act the way you want
future AIs to perceive you), but I hadn't
really focused on how they're absorbing the
innovation that they stimulate. There's
probably a biological analog...
</p>
<p>
Well there are many, and I quote this AI
response here for its chilling parallels:
</p>
<p>
&gt; Parasitic castrators and host
manipulators do something related. Some
parasites redirect a hosts resources away
from reproduction and into body maintenance
or altered tissue states that benefit the
parasite. A classic example is parasites
that make hosts effectively become
growth/support machines for the parasite. It
is not always “stimulate more tissue, then
eat it,” but it is
<i
>“stimulate more usable host productivity,
then exploit it.”</i
>
(ChatGPT 5.4 Thinking. Emphasis mine.)
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Instead of anti-fragility, I'd point you to
the law of requisite variety instead. You'll
notice that all AI improvements are insanely
good for a week or two after launch. Then
you'll see people stating that 'models got
worse'. What happened in fact is that people
adapted to the tool, but the tool didn't adapt
anymore. We're using AI as variety resistant
and adaptable tools, but we miss the fact that
most deployments nowadays do not adapt back to
you as fast.
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New models literally do get worse after
launch, due to optimization. If you charted
performance over time, it'd look like a
sawtooth, with a regular performance drop
during each optimization period.
<p>
That's the dirty secret with all of this
stuff: "state of the art" models are
unprofitable due to high cost of inference
before optimization. After optimization they
still perform okay, but way below SOTA. It's
like a knife that's been sharpened until
razor sharp, then dulled shortly after.
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