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beej71yesterday at 4:39 PM5 repliesview on HN

From my naive standpoint, LLMs like this seem to have some big strengths. One: possession of a superhuman expanse of knowledge. Two: making connections. Three: tireless trial and error.

If you put those three things together, you end up with some cool stuff from time to time. Perhaps the proof of P!=NP is tied to an obscure connection that humans don't easily see due to individual lack of knowledge or predisposition of bias.


Replies

Barbingyesterday at 10:45 PM

Well put.

>If you put [possession of a superhuman expanse of knowledge, making connections, tireless trial and error] together, you end up with some cool stuff from time to time.

Hard to argue.

cbovisyesterday at 4:47 PM

Unless my understanding is incorrect about how these tools work that last point isn't really a quality of LLMs as such? It gets attributed because the lines are blurred but the tireless trial and error is actually just a quality of a regular programatic loop (agent/orchestrator) that happens to be doing the trickiest part of its work via an LLM.

naughtyrabisuyesterday at 6:21 PM

Three: tireless trial and error. Cannot agree more. I figured this probably be the biggest advantage of LLM considering for other variables humans hold the same-level competency.

xvectoryesterday at 4:46 PM

This is why the whole "LLMs for mass surveillance" thing is scary imo.

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IAmGraydonyesterday at 9:57 PM

>One: possession of a superhuman expanse of knowledge. Two: making connections. Three: tireless trial and error.

One and three I believe are correct. The second point, making connections, is something LLMs seem to be incapable of truly doing unless the connection is already known and in its training data.