On Thu, Nov 20, 2025, 10:11 AM James Bowery <[email protected]> wrote:

>
>
> On Wed, Nov 19, 2025 at 11:19 AM Matt Mahoney <[email protected]>
> wrote:
>
>> Algorithmic information or compression is great for evaluating language
>> models but not for everything....
>>
>> I could try compressing world population data by fitting it to a
>> polynomial,
>>
>
> Do you understand the difference between statistics and dynamics?
>

No, it's the difference between compressing text and compressing video. You
can't accurately measure the compression of a tiny signal in a sea of noise.

This becomes a problem for statistics about people. It only takes a few
bits of Kolmogorov complexity for social scientists to construct models
that favor one group over another, and those bits can be hidden in the
choice of language ambiguity.

I think it would be great if we could answer political questions
objectively. So how would you solve the problem?

<https://agi.topicbox.com/groups/agi/T504adacb23f3c455-Md49fd5f054dbc9f5d8062388>
-- Matt Mahoney, [email protected]

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