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ask the black box to search for the original source and verify it yourself?


Sure, I like using LLMs in this way, and it often shows that it's very important to verify, because often a claim is "sourced" by what appears to be more of a fuzzy text or semantic match, sometimes even ignoring logical negations.

Especially in niche subjects.

For factual claims, I've fared better with Wikipedia and looking up the sources linked there.

Anyway, as AI text and media generation erodes the credibility of all online sources, these questions about source checking matter less and less: what if the source itself is a long and convincing-sounding text with poor sources?

This problem existed before already, but it boils down to a simple fact:

logic or maths alone cannot derive an authority that verifies claims about the real world other than weighting texts.

The question "what is the current population if Paris" can be answered by LLMs, but basically only by weighting sources, and assigning some credibility to them.

There's no real point in getting some weighted average of sources on this question, but so far, it doesn't hurt either.


Indian Americans make the most money in America, I’m sure immigrants can be capable


“Making the most money” isn’t the same as building a society people want to live in


by all statistics, it is Americans that make the life in the USA insufferable: corrupt politicians, oligarchs, lobbyists, party leaders, and criminals (the ones that sell drugs and shoot people).

go to any county/state jail and try to find a single H-1B visa holder there... its all home grown foundational Americans, raised on McDonalds and Coke


this has to be one of the most illogical hedges


on the Israeli side I’m guessing


It’s genuinely hard to get non-Hamas numbers, if you do take the Hamas numbers, they constantly shift wildly in both directions.



for better or worse, decisions with great impact are taken by people in power. this view of history as a pachinko ball may numb us to not question the people in power.


the LLM does have the ability to send garbage output in protest


they are just a language model generating text which happens to be code, ASTs are not used afaik


that would help with decidable problems but would still be not generalisable for problems with non trivial rewards, or ones with none.


Reasoning seems to generalize, insofar as o1 and DeepSeek-R1 are better at answering questions than their base models.


the errant ideology being “caring about your privacy”?


why isn't emacs an option? It's the longest continuously maintained open source code editor there ever has been and still outperforms electron editors half a century after it first appeared


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