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Joined 2 years ago
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Cake day: December 1st, 2023

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  • IIRC there were some polls for how helpful LLMs were by language/professions, and data science languages/workflows consistently rated LLMs very highly. Which makes sense, because the main steps of 1) data cleaning, 2) estimation and 3) presenting results all have lots of boilerplate.

    Data cleaning really just revolves around a few core functions such as filter, select, and join; joins in particular can get very complicated to keep track of for big data.

    For estimation, the more complicated models all require lots of hyperparameters, all of which need to be set up (instantiated if you use an OOP implementation like Python) and looped over some validation set. Even with dedicated high level libraries like scikit, there is still a lot of boilerplate.

    Presentation usually consists of visualisation and cleaning up results for tables. Professional visualisations require titles, axis labels, reformatted axis labels etc, which is 4-5 lines of boilerplate minimum. Tables are usually catted out to HTML or LaTeX, both of which are notorious for boilerplate. This isn’t even getting into fancier frontends/dashboards, which is its own can of worms.

    The fact that these steps tend to be quite bespoke for every dataset also means that they couldn’t be easily automated by existing autocomplete, e.g. formatting SYS_BP to “Systolic Blood Pressure (mmHg)” for the graphs/tables.







  • I never thought tablet computers would become popular among the mainstream public.

    When the iPad first came out, it was functionally worse than even the cheap netbooks, and I didn’t see much purpose in the larger screen with phones getting bigger and bigger every year. Wireless display was also already available, so I envisioned people would just cast content to a TV if they really wanted a bigger screen. Even reading articles etc seemed to be already covered by eReaders, which were already available for half a decade by the time the iPad released.

    Little did I know how brain rotted people would become.

    Tbh I personally still don’t see the utility in most tablets, except in specific niches like in digital note taking/drawing, or industrial cases where it becomes a glorified HUD.







  • I will not stand for this CUPS/IPP (internet printing protocol) erasure!

    Most recent printers have supported internet printing protocol for years, which is web based and explicitly does not require printers. This is what CUPS has also moved towards.

    macOS and Linux have had built in support for CUPS drivers/printers for decades, so it’s really just a Windows problem, who insist on their own Microsoft print servers.