=== ANCHOR POEM ===
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 AI engineers only ask users for prompts because they don't have any ideas of
 their own
 
 i'm a programmer, I think of AI like a tool, like a for loop or something.
 it's trivial to script together a local LLM that can process your stuff 1s
 slower every time you click the mouse, but like... who cares, right? everybody
 needs a chatbot...
 
 then they plan to script together a computer system that operates just like a
 corporation and it's like... no way, now there's something that can compete.
 
 and they don't know how to implement it. (but they're working on it)
 
 like, think about the absolute most automated Microsoft Teams or Discord could
 be.
 
 there's SO MUCH of your text-based information that they could process
 ANYTHING.
 
 well, anything that's been performed before.
 
 there'll still be a need for people, who actually apply the things they've
 learned. and -- stack overflow --
 
 alt text that has a list of attributes that are poster-selected that can be
 described one-by-one (to paint a picture)
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=== SIMILARITY RANKED ===

--- #1 fediverse/4865 ---
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 this is all it takes to send a message to a local LLM.
 
 add a third function to get chatbot functionality.
 
 a fourth to get a database storing method
 
 (even if it's just in .txts)
 
 great, you've mastered the technical difficulty in using AI. Now you gotta
 learn all the other kind of programming so you can use this for situations
 that need interpretation moment to moment.
 
 aka active duty systems.
 
 something like "output a 0 if the next text is [category.iter()]: " +
 output.get_content() + " \n\n output a 1 if the next text is
 [category.iter()]: " + output.get_content()"
 
 or even "describe this thing as most like one of these characteristics" until
 eventually you get THX-1138 if the characters were computers.
Image attachment
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--- #2 messages/454 ---
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 AI that can't run on a laptop is useless.
 
 But AI that can run on a laptop (even now) is still useful.
 
 Just, don't ask it to compose a masterpiece, solve all your problems, or write
 elegant code. It's not for that.
 
 Instead, ask your chatbot "hi can you fix these syntax errors?" on your
 pseudocode.
 
 Ask your weighting algorithm "which of these two is more [adjective]?" or
 perhaps "can you ask these numbers in the form of a question?"
 
 Use your tools not for their intended purpose, but rather for your own stated
 goals. Make things easier for people, make things work.
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--- #3 fediverse/5904 ---
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 I'm a programmer, but I'm not great at writing code. I mostly use AI to          │
 generate it.                                                                     │
 The "artificial" in AI here refers to the extra levels of capability that are    │
 granted to me by the computer and it's software. I am artificially more          │
 productive because I am using the tools of big tech to create small things. I    │
 am artificially more capable, artificially more intelligent, but it's still my   │
 intelligence - the system would not be useful in someone else's hands. I built   │
 it myself, but I never have to write code myself.                                │
 It's perfect for a witch. I call to the spirit of the machine and it figures     │
 out how to make it so.                                                           │
 [someday, the wizards of ancient lore will be reading through the POSIX          │
 specification trying desperately to understand while the witches burn the        │
 world down in their lust for power and everyone cries and yearns for a better    │
 future where everything was just a bit harder but genies don't go back in        │
 bottles, cassandora and pandasandra cannot relinquish her charge and her         │
 curse.]                                                                          │
 I have a fun cackle~                                                             │
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--- #4 fediverse/5037 ---
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 plus if I ever need to know something about syntax or some obscure function      │
 that I can't remember, I can type a quick message to the local LLM that's        │
 running on my 12 year old graphics card and it'll give me an answer in 5ish      │
 seconds. If it's wrong, I ask again, and I spend a minute or two debugging.      │
 Sometimes that's better than telling google exactly what you're working on.      │
 in DWM, that's "alt+enter" and then I type the name of the LLM script I wrote    │
 "prompt:" and then type whatever question I have and it spits out the results.   │
 Then when I'm done, either "prompt:" again, which saves the context in an        │
 environment variable (okay actually a file that I made and I pull from, but      │
 functionally it's like an environment variable because its just a flat file      │
 string) until I close the terminal. Then it deletes the context and I can        │
 start anew, or if I wanted to have multiple conversations going I can do that    │
 too.                                                                             │
 ... then I get syntax related search results from locally running software.      │
 Don't need a massive GPTU...                                                     │
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--- #5 fediverse/4596 ---
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 @user-1707 
 
 hey, I'm working on a project. Might need some python, I tend to prefer Lua
 but it's pretty similar. It uses fediverse software and cheap hardware, think
 raspberry pi's except risc-v
 
 also it might use distributed local LLMs not to generate text, that's garbo
 and lame and stupid. Instead it uses them to transform text, maybe even
 translate text, into a more summarized form. Intentionally losing data, like a
 jpeg compression but for text.
 
 Might need some python for that. To glue it all together. The "distributed"
 part is a whitelist, so we'd need to write that too. Various small little
 utilities like that for connectivity.
 
 oh also there's a one-way ethernet cable that connects two of the boards so
 we'd need to store some information (easy) and send some UDP packets (hard)
 
 anyway it's pretty neat, lmk if you want my contact details and I can tell you
 about it. I might even be able to pay you.
 
 (everything open source, no telemetry, no backdoors, everything private is
 encrypted, etc etc)
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--- #6 fediverse/5911 ---
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 I was always fascinated by the Linux way of programming. Need to do something?   │
 write it into a script! You never know when you'll need it again. Then, just     │
 stay organized, religiously so, and understand that you will forget about        │
 stuff. But, you'll come across it eventually, ready and willing and able to      │
 help you.                                                                        │
 if you don't want me using AI, then give me ~20 junior developers. Which is      │
 more efficient, do you think?                                                    │
 "girl you haven't even tested your vibe-coded slop, how do you know if it        │
 works"                                                                           │
 oh I'm sure it doesn't, but it's the thought that counts                         │
 ... I guess I'm just saying, please don't burn the data centers. Computers are   │
 not only bad for the environment when they're burnt, but also we can use them    │
 for all kinds of neat things. Even if it takes a lot of energy, just... build    │
 more solar panels and only use the computers for important stuff?                │
 timeshare-style?                                                                 │
 \@/documents/books/man-and-the-computer.pdf                                      │
 that was my mother's book... I love her. I miss that side of her. She fled       │
 when the cancer came.                                                            │
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--- #7 fediverse/6040 ---
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 everyone's all against ai because it's big tech but it doesn't have to be that
 big it can be [minimized but pronounced marginalized]
 
 == stack overflow ==
 
 distributed
 
 so I think the idea is that by the time you would use AI, there's been enough
 time to rewrite the software to work on handheld laptops in a distributed way
 
 and we'd vote on what to ask the amphora of great knowledge, the answer could
 always be 42.
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--- #8 fediverse/2124 ---
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 seriously, just google docs mixed with WC3 editor.                               │
 boom, infinite storytelling device. As long as you were good with it, which      │
 was something that a CHILD could learn in like 3-6 months.                       │
 Seems like it could be an ENTIRELY NEW SKILL that people could play with.        │
 But no, we learn excel and word in class at middle school.                       │
 boring.                                                                          │
 I'd rather learn Bash or terminal customization or memory hierarchy              │
 organization.                                                                    │
 Yeah I mean that's cool but dude have you heard of multithreading? It's so       │
 cool, you can run like 500 different thoughts at once. It's amazing.             │
 ... I dunno, but I'm sure there's times when you'd want to use it. Like,         │
 processing a lot of data little-by-little.                                       │
 like, what if you had a camera feed of EVERY social media perspective AT ALL     │
 TIMES. Like, an instance admin streaming your inputted text to their databanks   │
 that they can project onto an LLM which interprets and identifies mis-aligned    │
 or altered direction units and mark them as "flagged", whatever that means,      │
 for their future the algorithm doesn'                                            │
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--- #9 fediverse/2066 ---
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 @user-1159 
 
 AKA giving a puppy murder-bot a narrative that it executes as if it was a
 puppy-person engaging with a loosely interpreted sequence of events as
 described by the continually updating logs provided by the image transcription
 camera device. Refererencing of course a memory bank, which may-or-may-not be
 in read-only-memory. It doesn't know, of course, how could an LLM tell you how
 it shows text on the screen (like, through a website, through the terminal,
 through a text message, through discord, through Telegram, through
 text-to-voice transcription applications pretending to be your mom, etc)
 
 errrr I mean look how cute he is! He loves you, yes he does, such a good
 person yes you are, oh? me? I'M A GOOD BOY? NO WAY that's the best thing I've
 ever heard! Wow! I never want to leave your side, please don't go to work!
 Look how sad I am, don't you think you should quit and move to the forest
 where I can be charged by solar panels and keep the countryside clear of
 ravenous ducks and pigeons 4you?
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--- #10 notes/emotional-computing ---
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 Okay I gotta go write some w7 but picture this: A computer program that emits
 emotions during it's computing. Like "oh boy this process is going great!" and
 sends that into a giant word cloud that represents the entire program. Wait,
 scratch that, it's slowly filtered up through successive layers that provide
 detail to different *parts* of a program. Like "Oh the image generation is
 going
 great but it looks like the garbage collector is getting bogged down" - this
 could provide lots of useful information that an AI language model could sift
 through and filter into a batch of actually useful information. Think of it
 like
 this - stuff as much context into the LLM's memory buffer and say "summarize
 this in the same style. Make emphasis when necessary." the LLM could process
 all
 that data and it could be filtered up until there's no unprocessed data and
 then
 it could be given to the user in the form of a report or dashboard or
 something.
 BOOM AI PRODUCTIVITY. The user will ask the AI to increase certain variables,
 and it'll filter BACK DOWN THE CHAIN through the same exact process (just
 backwards) this time) and then individual components will know how to behave.
 
 Like imagine if your arms knew you were mad. They'd be much more likely to
 punch stuff right? Or imagine if your legs knew you were scared. They'd
 probably
 try and run as fast as they fucking can. There's an evolutionary reason why
 this
 kind of technology would be useful, which means it's likely that it's part of
 our genetic code. I mean, we have nothing to disprove it, but it's as good an
 idea as any.
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--- #11 fediverse/5405 ---
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 can't stop thinking about a visual programming editor that can be interacted
 with in the same way that people are used to (think chromebooks dragging and
 dropping icons in a web UI) but produces a text-file full of code and all the
 required compilation scripts for any language the user requires...
 
 seriously, programming is not THAT different between the different languages.
 especially the main ones. they're all essentially variables and function calls
 at the end of the day, so why not abstract away all the extra details and
 build something that n00bz can actually use to build things.
 
 I technically could make this but I don't have the bandwidth and I don't think
 it's important really? who can say, the tools tend to co-create the solutions
 in my experience.
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--- #12 fediverse/6383 ---
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 nobody wants to write computer code that lets Java programs call Rust
 functions.
 An LLM is excellent for this task, since it's relatively easy busy work that
 doesn't
 reflect any meaningful implementation decisions besides "I should be able to
 call that Rust function in my Java code"
 
 In addition, it is technically efficient at it as well, because most of
 compatibility
 is matching up two sets of documentation. Easy for a text-processing machine.
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--- #13 fediverse/1434 ---
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 if someone wanted to defame you, all they'd have to do is set up a pipeline
 between your computer and your social media posts.
 
 In that pipeline, attach an LLM that does a passable job and instruct it to
 transform whatever they say into the inverse.
 
 suddenly, everyone hates that person. If you were smart you could turn it off
 for specific people such that they see the generally positive and healthy
 posts, and then after a point flip it such that they only see things that are
 specifically opposit-ed to trigger their specific insecurities.
 
 might require a bit of a human touch to make sure it's working correctly, but
 if you had the means, motivation, and time to set up such a thing, it would
 work pretty well I think.
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--- #14 fediverse/1500 ---
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 ┌──────────────────────┐                                                         │
 │ CW: LLM-mentioned    │                                                         │
 └──────────────────────┘                                                         │
 If you create an LLM that can explain data, then you can use it to explain the   │
 results of the last computation it ran.                                          │
 If you could also train that LLM (a statistical model) to generate data,         │
 through the setting of options in a config file that create the result that      │
 you define through your interactions with it (and based on the data that it      │
 explains to the user that is read from the file on the computer that it's        │
 computing from)                                                                  │
 then you could create a generalized personal assistant. All you have to do is    │
 explain the specific role that it's meant to undertake, (like being a            │
 secretary for your Discord communications) and the actions that it can take      │
 (like pinging your cell phone if it's really important) and give it the tools    │
 to accomplish said tasks (by setting flags in a config file that is then         │
 interpreted by a local program running on your computer that awaits              │
 interactions) then it might actually be a bit useful.                            │
 Unfortunately tech people are permitted only to seek dollars, so... chatbots.    │
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--- #15 notes/omegle-for-irc ---
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 I wonder if anyone's made "Omegle for IRC"? Like, 5 people get thrown in a room
 together for as long as they want - they can chat through text or whatever and
 like it doesn't matter, who cares, because in ~10 minutes nobody will care what
 you said
 
 I feel like a lot of people would express their true feelings. The people 
 running the service could set it up so that a personality profile is set up 
 (all locally, never seen by the company) and sent to the user through email. It
 would highlight potential weaknesses and give you ideas for how to improve.
 Sorta like, weaponized spying software that works FOR the user instead of
 against.
 
 It could also be used as sort of a... digital profile that would interface
 with
 other applications. All locally, of course. ~~They could transmit to one
 another
 through open sourced and industry standard protocols, and frankly each
 interaction could use a *different* protocol. So like, you don't know whether 
 some packets are encoded in one way or another. They're also encrypted, so
 it's
 like... twice as unlikely that you'll hack their bits or w/e.~~ dead end, sorry
 -> here's the real continuation: All locally, of course. Your "profile"
 would
 essentially be the best approximation of your personality, passed through a 
 large language model that is trained on EVERYONE's data. The inner workings of 
 an LLM are NOT understood by humanity, and I believe that's all that's
 necessary
 for some semblance of artificiality. Errr I mean Synthetic Intelligence. The
 reason why is that each individual user, the conversation partner, is a person 
 living their life. Every digital thing they interact with, even CAMERAS and
 MICROPHONES on PHONES would essentially be like... data gathering for the
 algorithm (Again, I want to stress, the algorithm that nobody *can*
 understand.)
 
 Idk. AI is a blackbox. I think that's okay. I think that running things
 locally
 is important, at least until everyone's forgotten how to design AIs...
 
 The framework that these programs
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--- #16 fediverse/1317 ---
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 ... if I don't do this deadline by tomorrow they'll kick me out of school.       │
 again.                                                                           │
 how am I going to be a programmer without a degree? feels useless to be me.      │
 wish I could code my own horoscope >.>                                           │
 o wait dummy that's called "motivation" and "the ability to follow through on    │
 your ideas and planned machinations" - yeah can I get some of that, if you       │
 please? surely just a taste of discipline, through laboring to alter             │
 conditions, surely a bit would suffice.                                          │
 c'mon don't fail me now. I can do this. I know I can. I know because I've been   │
 told that I can, now and again through time and time yet again, always I seem    │
 to [stack overflow]                                                              │
 what's time if not the present amiright                                          │
 ...                                                                              │
 anyway...                                                                        │
 it's just git, how hard could it be? it's just calculus, it's just java, it's    │
 just... well, it's not any of those things, not really. it's memorization,       │
 it's application of tools that you've been shown (not that you've grown). It's   │
 a lack of responsibility, where is my honor? ah but I digress, I'm a carpenter   │
 at heart I guess                                                                 │
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--- #17 fediverse/3151 ---
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 ┌───────────────────────────┐                                                    │
 │ CW: re: cursing-mentioned │                                                    │
 └───────────────────────────┘                                                    │
 @user-1461                                                                       │
 I'm best at Bash.                                                                │
 I'm most capable with Lua.                                                       │
 My favorite is C.                                                                │
 I'm not a good programmer, I think too hard. Massive systems are too large for   │
 me. I like laying out data, whether that be by files and programs in Bash,       │
 arrays and tables in Lua, or memory and datatypes in C, I like to think about    │
 how programs are constructed.                                                    │
 Which functions point to which piles of numbers? what do they do when they get   │
 there?                                                                           │
 I think I'm better as an artist. But I can do systems administration quite       │
 well (with Bash and a guiding hand telling me what and why to do)                │
 ... though I kinda suck at technical sysadmin, like Gentoo. There's too much     │
 terminology - why is data too complicated? Just use data!                        │
 anyway. I sound opinionated, but I listen closely to good arguments and          │
 quickly change my tune when I am incorrected. I am a team player, and I firmly   │
 believe that sometimes a bad plan executed with cohesion and precision is        │
 better than the best play executed too late and with too little strength.        │
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--- #18 fediverse/6438 ---
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 why would you gatekeep content by keeping us from easily using LLMs some
 people aren't technical and still need to write computer programs because
 that's how you enlighten a people is empower them with new tools
 
 "I've never heard of that programming language, but luckily I can fit all of
 it's documentation in my context window."
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--- #19 messages/1173 ---
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 "I noticed that your program is spinning up a crypto generator to run in the
 background for 1 second every 10 seconds, did you know that?" said no llm ever
 "I read through every single file in your project and I think I have a pretty
 good picture. This is a keylogger app wrapped around an HTML web server that
 displays pictures of cats alongside inspirational phrases and motivational
 artwork." said no llm ever
 "This is very inspirational stuff! your recipe generation program knows just
 how to send encrypted text files to remote servers. I love the part where it
 combines ingredients like tomato soup, cheese, and breadcrumbs into encryption
 seeds that are applied to password files and raw browser history records
 before being mailed to the user who requested a recipe. Potential improvements
 include adding a method for selecting a new recipient aside from the hardcoded
 IP address in Somalia. Would you like me to implement an HTML dashboard that
 lets you select a random IP address from a specific country of origin?" said
 no llm ever
 
 "what are you talking about you use claude-code every day, and that's an LLM"
 yeah... I guess I'm not actually concerned, and I see the beauty of the
 technology that everyone's been primed to hate because it works against them
 as it's wielded by the massive corporations who can restrict access to it to
 only those who can afford 20$ per month or whatever. I see the promise, it's
 there, and every year we're getting closer, but frankly I don't think the
 wounds caused by the cultural resistance backlash movement will heal quickly,
 or ever. Maybe that's the point.
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--- #20 fediverse/5990 ---
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 I have this local language model framework but it's not built into anything
 more than a single-response question. It's runnable as a bash script or lua
 require, which is easy enough. Alas, if only I didn't have to use evil
 corporate infrastructure to make evil corporate cursed artifacts
 
 [hey don't blame this on us]
 
 oh I'm not, I'm just saying that it'd be cooler if I could build my own tools.
 Alas, I'm...
 
 lasy?
 
 n...no
 
 I'm drawn to the power of it
 
 it's got a different magnitude
 
 it's hard for me to apply myself for things that last longer than a "get
 stoned", but I try as if every time afterwards I might die.
 
 well, more distraction time, as I wander through claude code
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