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Cake day: February 14th, 2024

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  • There are various levels of AI here

    Storing embeddings/vectors in a search index can make your searches smarter and more relevant. The embeddings squeeze related concepts closer together than pure keyword approaches, which if done well increases retrieval quality.

    RAG tools and AI searches are just a layer on top of your index. When done well these can be really useful in annotating your results and speeding up finding things.

    That’s useful when you’re searching say an error message and the AI is able to iterate on keywords and skim a Guthub issue about it and skip to the resolution.

    Similarly it’s good when you’re researching something but don’t have the exact words, AI search can iterate and capture your intent, then run several queries based on that.

    I don’t find the hallucination problem significant in practice with a lot of AI search tools, but I have found AI is vulnerable to certain types of SEO spam that a human would never fall for.

    As an example most companies have a “comparison to” or “alternatives to” blogpost. The AI does not critically look at the fact that a service is hosting a blogpost shilling their own product. So asking search AI for options is actually poor quality because it will return the shilled results that appear in search first.

    AI also search adds an additional silent layer of filtering, which you need to be conscious of.











  • My current work is going through this

    They dropped an open system we used but the team managing the new one is so bureaucratic and disconnected from the people actually doing work it’s ridiculous.

    They reject every proposal/change unless it’s 100% perfect. I had a project delayed by four weeks because I didn’t end single line docstrings with periods. They didn’t review the substance of the pr, they just commented on the docstrings and stopped as if the rest had no merit. It was two weeks between review cycles, so it took three cycles to actually fix what could have been one.

    That whole team is just clearly a make work program. They nitpick and bike shed on every issue. But they aggressively document all the make work they do so they look super busy and important to the execs.

    I just want to get work done, but instead it’s a Sisyphean effort.







  • wise_pancake@lemmy.catolinuxmemes@lemmy.worldThe best Unix
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    4 months ago

    I don’t think it’s just marketing, the early Macs got a lot of performance out of their graphics routines, and then Mac OS had tight integrations with postscript which made it good for graphical design.

    I think these days yes a powerful graphics card will get you very far, but overall macOS feels much less hostile to me than windows. I think Linux is kind of a mess for graphics stuff, there are a few good open source tools, but the major design suites aren’t well supported.