I’ve seen a lot of sentiment around Lemmy that AI is “useless”. I think this tends to stem from the fact that AI has not delivered on, well, anything the capitalists that push it have promised it would. That is to say, it has failed to meaningfully replace workers with a less expensive solution - AI that actually attempts to replace people’s jobs are incredibly expensive (and environmentally irresponsible) and they simply lie and say it’s not. It’s subsidized by that sweet sweet VC capital so they can keep the lie up. And I say attempt because AI is truly horrible at actually replacing people. It’s going to make mistakes and while everybody’s been trying real hard to make it less wrong, it’s just never gonna be “smart” enough to not have a human reviewing its’ behavior. Then you’ve got AI being shoehorned into every little thing that really, REALLY doesn’t need it. I’d say that AI is useless.
But AIs have been very useful to me. For one thing, they’re much better at googling than I am. They save me time by summarizing articles to just give me the broad strokes, and I can decide whether I want to go into the details from there. They’re also good idea generators - I’ve used them in creative writing just to explore things like “how might this story go?” or “what are interesting ways to describe this?”. I never really use what comes out of them verbatim - whether image or text - but it’s a good way to explore and seeing things expressed in ways you never would’ve thought of (and also the juxtaposition of seeing it next to very obvious expressions) tends to push your mind into new directions.
Lastly, I don’t know if it’s just because there’s an abundance of Japanese language learning content online, but GPT 4o has been incredibly useful in learning Japanese. I can ask it things like “how would a native speaker express X?” And it would give me some good answers that even my Japanese teacher agreed with. It can also give some incredibly accurate breakdowns of grammar. I’ve tried with less popular languages like Filipino and it just isn’t the same, but as far as Japanese goes it’s like having a tutor on standby 24/7. In fact, that’s exactly how I’ve been using it - I have it grade my own translations and give feedback on what could’ve been said more naturally.
All this to say, AI when used as a tool, rather than a dystopic stand-in for a human, can be a very useful one. So, what are some use cases you guys have where AI actually is pretty useful?
Sometimes it’s helpful if I’m having trouble making a specific excel formula
I use it to ask questions that I can’t find search results for or don’t have the words to ask. Also for d&d character art I share with my playgroup lol.
I guess it’s helpful for identifying people, organisations and products of which to steer well clear (yes i am a hater)
I used it to write a GUI frontend for yt-dlp in python so I can rip MP3s from YouTube videos in two clicks to listen to them on my phone while I’m running with no signal, instead of hand-crafting and running yt-dlp commands in CMD.
Also does HD video rips with audio encoding, if I want.
It took us about a day to make a fully polished product over 9 iterative versions.
It would have taken me a couple weeks to write it myself (and therefore I would not have done so, as I am supremely lazy)
I take pictures of my recipe books and ask ChatGPT to scan and convert them to the schema.org recipe format so I can import them into my Nextcloud cookbook.
Woah cool! Can you share your prompt for that I’d like to try it
I don’t do anything too sophisticated, just something like:
Scan this image of a recipe and format it as JSON that conforms to the schema defined at https://schema.org/Recipe.
Sometimes it puts placeholders in that aren’t valid JSON, so I don’t have it fully automated… But it’s good enough for my needs.
I’ve thought that the various Nextcloud cookbook apps should do this for sites that don’t have the recipe object… But I don’t feel motivated to implement this myself.
I use it for generating illustrations and NPCs for my TTRPG campaign, at which it excels. I’m not going to pay out the nose for an image that will be referenced for an hour or two.
I also use it for first drafts (resume, emails, stuff like that) as well as brainstorming and basic Google tier questions. Great jumping off point.
An iterative approach works best for me, refining results until they match what I’m looking for, then manually refining further until I’m happy with the results.
Spaced repetition, in particular Anki with FSRS. I don’t think they advertise it as “AI” or even “ML” anywhere, but let’s just say gradient descent over gigantic datasets is involved, all to predict the time when you’re about to forget something so that Anki can prompt you just before that happens. The default predictor is generic, derived from that gigantic dataset, it’s like two handful of tuning parameters, once you’ve gone through enough cards yourself it can be tuned to your mind and habits, in particular, how you use the “hard, good, easy” buttons.
It’s the perfect sledge hammer for the application for the simple reason that we don’t actually understand how memory works so telling the computer “here’s data from millions of med students and language learners, figure out how to predict it” is our best shot. And, indeed, it’s the best-performing algorithm even before you tune it at which point it becomes eerie.
Relatedly, as in “no LLM, no diffusion” Proxima Fusion is using machine learning to crunch through the design space of stellerators to figure out what to prototype in the real world. Actual engineers doing actual engineering.
Then, lastly, yes, playing around with SDXL is fun. Just make sure you can actually judge the images, developing an artistic eye by hitting generate I think is close to impossible. Definitely slower than picking up a pencil, or firing up blender and actually learning how to draw or sculpt.
I use a lot of AI/DL-based tools in my personal life and hobbies. As a photographer, DL-based denoising means I can get better photos, especially in low light. DL-based deconvolution tools help to sharpen my astrophotos as well. The deep learning based subject tracking on my camera also helps me get more in focus shots of wildlife. As a birder, tools like Merlin BirdID’s audio recognition and image classification methods are helpful when I encounter a bird I don’t yet know how to identify.
I don’t typically use GenAI (LLMs, diffusion models) in my personal life, but Microsoft Copilot does help me write visualization scripts for my research. I can never remember the right methods for visualization libraries in Python, and Copilot/ChatGPT do a pretty good job at that.
Good for softening language in professional environment.
One use-case for me has been converting code from a language I know to a language I don’t. Usually, just small snippets. The code is usually full of holes, but I’m good enough with the logic to duct tape those puppies!
1 Get random error or have other tech issue
2 Certainly private search engines will be able to find a solution (they cannot)
3 Certainly non private search engines can find the solution (they can not)
4 “Chat GPT, the heck is this [error code or something]” Then usually I get a correct and well explained answer.
I would post to Stack Overflow but I’ll just get my question closed as a duplicate and downvoted because someone asked a different question but supposedly an answer there answers my question.
When I need to make a joke about how inept AI is, I’ll use AI to capture an example of it saying the most efficient way to get to the moon is to put a 2 liter bottle of coke in your asshole, wide end first, remove the cap and immediately sit on an opened sleeve of mentos.
I use it like an intern/other team member since the non-profit I work for doesn’t have any money to hire more people. Things like:
- Taking transcripts of meetings and turning them into neat and ordered meeting minutes/summaries, or pulling out any key actions/next steps
- Putting together objectives and agendas for meetings based on some loose info and ideas I give it
- Summarise the key points from articles/long documents I don’t have tome or patience to read through fully.
- Making my emails sound more professional/nicer/make up for my brainfarts
- Giving me ideas on how to format/word slides and documents depending on what tone I want to employ - is it meant for leadership? Other team members?
- Make my writing more organised/better structured/more professional sounding
- Writing emails in foreign languages with a professional tone. Caveat is I’m fluent enough in those languages to know if the output sounds right. Before AI I would rely on google translate (meh), dictionaries, language forums, etc and it would take me HOURS to write a simple email using the correct terminology. Also helpful to check grammar and sentence structure in ways that aren’t always picked up by Word.
- I sound more like a robot than an actual robot, so I ask the robot to reword my emails/messages to sound more “human” when the need arises (like a colleague is leaving, had a baby, etc).
- Bouncing off ideas. This doesn’t always work and I know it doesn’t actually have an opinion, but it helps get the ball rolling, especially if I’m struggling with procrastination.
- If my sentences are too long for a document, I ask it to shorten/reword and it’s pretty capable of doing that without losing too much of the essence of what I want to get across
Of course I don’t just take whatever it spits out and paste it. I read through everything, make sure it still sounds more or less like “me”. Sometimes it’ll take a couple of prompts to get it to go where I want it, and takes a bit of review and editing but it saves me literal hours. It’s not necessarily perfect, but it does the job. I get it’s not a panacea, and it’s not great for the environment, but this tech is literally saving my sanity right now.
For me, I use Whisper for transcribing/translating audio data. This has helped me to double check claims about a video’s translation (there’s a lot of disinformation going around for topics involving certain countries at war).
Nvidia’s DLSS for gaming.
Different diffusion models for creating quick visual recaps of previous D&D sessions.
Tesseract OCR to quickly copy out text from an image (although I’m currently looking for a better one since this one is a bit older and, while it gets the text mostly right, there’s still a decent amount that it gets wrong).
LLMs for brainstorming or in the place of some stack overflow questions when picking up a new programming language.
I also saw an interesting use case from a redditor:
I had about 80 VHS family home videos that I had converted to digital
I then ran the 1-4 hour videos through WhisperAI Large-v3 transcription and pasted those transcripts into a prompt which had a little bit of background information on my family like where we live and names of everyone who might show up in the videos, and then gave the prompt some examples of how I wanted the file names to look, for example:
1996 Summer - Jane’s birthday party - Joe’s Soccer game - Alaska cruise - Lanikai Beach
And then had Claude write me titles for all the home videos and give me a little word doc to put in each folder which catalogues all the events in each video. It came out so good I have been considering this as a side business
Ansible.
I fucking hate YAML, and I hate Ansible ‘programming’ (see “HTML ‘programming’ language” for rage context).
Chatgpt - I’ll use the one in bing or the one in regular-skype - feeds me stuff I can copy/paste/review, and I can get on with my day having lost fewer brain cells to the rage of existing in a world with Ansible fanboys who seem to have forgotten there is NOTHING Ansible does now that we weren’t doing in 2003 … and that the state of the art is 2 generations PAST that glorified mess.
Having used puppet and chef and seen mgmtconfig, I can only applaud RedHat for going with the worst-of-two options and promoting it so hard it appeared viable.
I don’t mean to dunk on Michael. Just, James’ idea was way better and RH still went with Michael’s, and I one day need to know whether the person who had the final say got help.
