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These kinds of errors have always existed and will always exist there is no perfect way to extract info from documents like this.
by lysecret 1y ago
These kinds of errors have always existed and will always exist there is no perfect way to extract info from documents like this.
- simonw 1y agoThe models really are getting better though. Compare Gemini 1.5 and Gemini 2.5 on the same PDF document (I've done this a bunch) and you can see the difference. The open question is how much better they need to get before they can be deployed for situations like this that require a VERY high level of reliability.
- lysecret 1y agoI fully agree. My point was more a lot of commenters seem or implicitly compare the llm based approach with some “better” or “simpler” approach which really doesn’t exist from my estimation LLMs are sota for this kind of extractions (though they still have issues).
- hoosieree 1y agoPeople don't respect the chasm between "obviously no mistakes" and "no obvious mistakes".