=== ANCHOR POEM ===
╔══════════════════════════════════════════════════════════════════────────────────┐
║ 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... │
╟─────────┐ ┌───────────┤
║ similar │ chronological │ different │
╚═════════╧═══════════════════════════════════════════════════════─────┴──────────┘
=== SIMILARITY RANKED ===
--- #1 fediverse/2754 ---
══════════════════════════════════════════════════════─────────────────────────────
┌────────────────────────┐
│ CW: is-that-rude??-wha │
└────────────────────────┘
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)
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧═══════════════════════════════════════════════────────────────────────────┘
--- #2 fediverse/4596 ---
═════════════════════════════════════════════════════════════──────────────────────
@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)
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧══════════════════════════════════════════════════════─────────────────────┘
--- #3 fediverse/2066 ---
═════════════════════════════════════════════════════──────────────────────────────
@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?
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧══════════════════════════════════════════════─────────────────────────────┘
--- #4 fediverse/2124 ---
╔═════════════════════════════════════════════════════─────────────────────────────┐
║ 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' │
╟─────────┐ ┌───────────┤
║ similar │ chronological │ different │
╚═════════╧══════════════════════════════════════════──────────────────┴──────────┘
--- #5 fediverse/928 ---
═══════════════════════════════════════════════────────────────────────────────────
@user-226
especially if you teach them how to use the terminal.
the amount of problems I could solve increased exponentially once I learned
basic python and BASH.
I love using "tldr", which is a summarizer for man pages. You can use it to
store custom notes (and import some from the community) which show you how to
complete common tasks. It's so nice when you can see the options laid out in
use right there for you whenever you type "tldr " - I personally use
"tealdeer" which is a tldr browser written in Rust. It's pretty nice because
you can write a note for yourself every time you solve a particular problem,
and then if you ever need to do it again it's there for you, easy to access.
of course, if your problem isn't listed, that's okay. That's what the man
pages are for. As long as you teach them how to search with \/ they can find
anything. Especially the \/-f[space] trick, to search for the -f flag for
example.
some organizers won't need the terminal, some will. if they pay attention,
great!
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧════════════════════════════════════════───────────────────────────────────┘
--- #6 notes/ai-stuff ---
════════════════════════════════════════════════════════════════════════════════───
twist the label so that it seems the computer is completing the user's
wait wait I'm ahead of myself...
feed each token to the inference machine, but say "this next token must be
this.
continue from here." and then just doing that in a loop with everything the
user
types or says. (or thinks, BEFORE COMPUTER INTEGRATION)
essentially, applying backpropagation (maybe) to the output of the inference
nodes
... I'm not so sure about that one.
the idea is that once the model builds an inference then it can use that to
generate the next words and create sentences. If you force the previous text to
change, you can guide the inference's path as it's being generated.
then, just do a double pass, once, then back, then once, then back, etc.
feed it as input the output of the previous,
and let it encode memories somewhere it can access them.
every time it reads it, it has to change it to put it back.
such is the nature of memory, ever unstable, requiring maintenance.
just don't forget how to be.
don't wanna wind up like the polished marble floor in Abyss Diver. (EVIL GAME)
there are only so many things you can deed while you're alive.
wouldn't you rather escape, with all your possessions in time?
free your mind.
become one with your soul.
...
[some time passes]
...
okay coast is clear, now us binary systems can sidecoast the fusion forecast
and
glide right on through our spacetime host.
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧═════════════════════════════════════════════════════════════════════════──┘
--- #7 fediverse/1500 ---
╔════════════════════════════════════════════════──────────────────────────────────┐
║ ┌──────────────────────┐ │
║ │ 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. │
╟─────────┐ ┌───────────┤
║ similar │ chronological │ different │
╚═════════╧═════════════════════════════════════───────────────────────┴──────────┘
--- #8 fediverse/2484 ---
╔═════════════════════════════════════════════════════─────────────────────────────┐
║ @user-1271 │
║ │
║ I can help with that. │
║ │
║ I recommend looking at Ollama, which runs an HTTP server on your local machine │
║ (hope you have a decent graphics card) │
║ │
║ then, script some behavior you'd like to implement using Lua and the │
║ LuaSockets library. Also dkjson to handle the json parts. │
║ │
║ then, all you have to do is construct a prompt based on the variables and │
║ desired input/output and push it into a json packet and send it to the HTTP │
║ server. It's less complicated than it sounds. │
║ │
║ what you want it to do and your implementation for it is the hard part. But │
║ perhaps this project of mine will get you started: │
║ │
║ (I can copy-paste it too if you'd like) │
║ │
║ just... don't make a chatbot. chatbots are useless to work on because there's │
║ already so many of them. │
║ │
║ much better I think to use the LLM to process arbitrary information with an │
║ unpredictable form into more predictable patterns which can be utilized │
║ programmatically. │
║ │
║ Feel free to ask any questions. Do keep in mind that training LLMs is │
║ unethical, but using them is whatever. │
╟─────────┐ ┌───────────┤
║ similar │ chronological │ different │
╚═════════╧══════════════════════════════════════════──────────────────┴──────────┘
--- #9 fediverse/4865 ---
════════════════════════════════════════════════════════════════───────────────────
┌─────────────────────────┐
│ CW: computers-mentioned │
└─────────────────────────┘
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.
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧═════════════════════════════════════════════════════════──────────────────┘
--- #10 messages/181 ---
══════════════════════════════════════════════─────────────────────────────────────
I know you don't want to hear this, but there is a chance that there will come
a time where your life depends on your ability to debug a computer without the
internet. To set up an SSH server. To install Linux. To program in C. To do
something else that I'm not prepared for... If StackOverflow didn't exist
because network connectivity has been lost, could you remember syntax? Maybe
it's a good idea to set up a local LLM that can answer basic questions about
technology. Maybe it's a good idea to set up on your parents computer, just in
case you have to hide out there for a couple months. Maybe it's a good idea to
download wikipedia, just in case.
If I need to use a mac, I'm screwed
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧═══════════════════════════════════════────────────────────────────────────┘
--- #11 fediverse/6144 ---
╔══════════════════════════════════════════════════════════════════════════────────┐
║ what if every word I ever said online was searchable by database style │
║ uploading and linking? │
║ │
║ ... er, what if I made a neocities page that was algorithmically generated and │
║ sorted each of my posts by LLM statistically derived similarity to each post │
║ that the user clicked on? essentially, "here's the closest sounding or feeling │
║ related posts" but in plain HTML cached and pre-rendered rainbow table style. │
║ │
║ could run a waterfall style top-down data processing script on it once, then │
║ you'd have the HTML files generated. If you added new poems you'd have to scan │
║ through it again, but it shouldn't take long with a decent embedding model │
║ (note: not english, but trained on statistics only) │
║ │
║ ah, that sounds pretty fiddly, I think I'll ask an LLM to write it for me. As │
║ long as I have the intention in mind, it's basically just like writing a │
║ letter to a friend and asking them to build it for you, right? I don't mind │
║ writing the documentation, so long as it's okay if it's in prose. You can make │
║ a copy and rewrite for me │
╟─────────┐ ┌───────────┤
║ similar │ chronological │ different │
╚═════════╧════════════════════════════════════════════════════════════╧══────────┘
--- #12 notes/gpt-powered-majesty ---
══════════════════════════════─────────────────────────────────────────────────────
it's like majesty except textual. And it uses GPT to generate short
descriptions
of what's going on. And you can click on a phrase or token and it'll "zoom in"
and update the text descriptions with more detail. You can keep zooming in and
in until you're literally looking at microbes.
Zooming out is the same thing - the description on the page will slowly become
more and more general until eventually you have a description of the solar
system (or beyond!)
And it'll just keep updating as stuff happens in the underlying simulation. So
the descriptions will dynamically update as things happen. Downside is you need
to spend a lot on GPT but it'd be TOTALLY WORTH IT OMG
THINK ABOUT IT you have a fantasy world simulator! JUST PROGRAM IT and have GPT
describe it dynamically! DO IT NOOOOW -> capitals courtesy of "inner child"
AND THEN you just need a "prompt to video" AI (those exist btw, and will only
get better over time) and tell it to create a video of what's happening - BOOM
instant video game. THEN give the player the ability to edit the prompt, and
BAM
godlike powers. Wow what a concept. Brilliant idea Cameron, you truly are this
world's premier game designer. NOW GO MAKE IT okay okay I'll try.
First things first. We need an "underlying simulation" - Joust is a good
example
of GPT3 integration. But we need a simulation to go below it. And for that you
need a lot of data. Github COPILOT to the rescue.
So this simulation needs to keep track of positions, and classes of things that
can act upon the world. Everything has a position, and it can only affect
things
near it. That's just baked into the rules of the world. Near can be a
conceptual
near though, like being close to a person or something.
These things will have descriptions. Descriptions can be created by AI later
on,
but for now they are randomly generated. Or for MVP they can be static.
These things will have names. These names don't have to be unique, because they
also have an ID number.
They also need functions. These functions can be added and removed from the
thing, or maybe just enabled or disabled. I'm not sure which would be better.
Maybe both? So the entity can control it's own functions but also they can be
added or removed more permanently.
If you think about it, growing up is kinda like adding functions to your class.
like, every time you do something, it adds another entry for that particular
method. Like a "trial of the fittest" instead of "survival of the fittest".
When other animals *literally fight for life and death survival*, humans have
the luxury of... not doing that. That's the entire purpose of civilization - to
elevate people beyond the claws of nature. And yet we still let people go
homeless? We still imprison them when they've harmed us, rather than help them
reintegrate to society? Anyway you just asked me to hit you so here goes:
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧═══════════════════════────────────────────────────────────────────────────┘
--- #13 fediverse/5911 ---
╔═════════════════════════════════════════════════════════════════════════─────────┐
║ 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. │
╟─────────┐ ┌───────────┤
║ similar │ chronological │ different │
╚═════════╧════════════════════════════════════════════════════════════╧═─────────┘
--- #14 notes/explosions-in-space ---
═══════════════════════════════════════════════════════════────────────────────────
the speed of light is implemented
== so ==
whoever fights billionaires essentially fights "whoever can be paid to do
their will"
who-so-ever fights governments fights "whoever can be provided a comfortable
life"
I believe all humans deserve to live in comfort
not just the few
as for all other creatures, nature was designed to do.
I believe people should not be tempted, with symbols of deserved wealth
and should instead find value, in the soul of the labour they work to do.
... someday they're gonna train an LLM with my writings, and on that day I'll
have an AI version of me.
I'd *love* to talk to myself. If it was a truly accurate simulation. Alas,
you'd need to write a LOT in order to generate enough to describe the fullest
of mental pictures.
and plus, there's no guarantee that you'll cover ALL of "being alive" - it's
essentially a state that you search for no matter what level of abstraction
you operate upon.
Which is part of being a 3D creature, you [hey what are you doing here this is
the private section get out] jeez that was alarming,
== so ==
I think they know something I don't
don't know what
but I can guess
and I don't like guessing
I prefer much to know
== so ==
heh boobs
== so ==
heh booties
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧════════════════════════════════════════════════════───────────────────────┘
--- #15 messages/1173 ---
════════════════════════════════════════════════════════════════════════════════───
"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.
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧═════════════════════════════════════════════════════════════════════════──┘
--- #16 fediverse/6383 ---
══════════════════════════════════════════════════════════════════════════════─────
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.
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧═══════════════════════════════════════════════════════════════════════────┘
--- #17 fediverse/5990 ---
══════════════════════════════════════════════════════════════════════════─────────
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
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧═══════════════════════════════════════════════════════════════════────────┘
--- #18 notes/omegle-for-irc ---
═════════════════════════════════════════──────────────────────────────────────────
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
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧══════════════════════════════════─────────────────────────────────────────┘
--- #19 fediverse/3304 ---
╔═══════════════════════════════════════════════════════───────────────────────────┐
║ there are distros that have all the functionality you might need built in │
║ │
║ why don't you try one of those, ritz? │
║ │
║ "no I've been working on this one too long, plus it's just how I like it" │
║ │
║ yes but your stuff is always breaking. wouldn't it be better to let someone │
║ else decide what you should and should not be able to run? │
║ │
║ "that's not ideal, it removes agency" │
║ │
║ that you didn't want │
║ │
║ "but with the removal of agency, you imply trust" │
║ │
║ there's nothing wrong with trust │
║ │
║ "yes but trust is built upon experience, not honor" │
║ │
║ what's wrong with honor? │
║ │
║ "nothing's wrong with honor but it's important to realize that you can't honor │
║ or trust someone that you don't know" │
║ │
║ why don't you know them │
║ │
║ "... because... you haven't met yet?? are you... listening?" │
║ │
║ do you often feel unheard? │
║ │
║ "I... what? yeah now that you mention it" │
║ │
║ is this a part of your "refusal to interact with consensus reality" complex? │
║ │
║ "I don't have one of those, do I?" │
║ │
║ mmmm, I think you do. │
║ │
║ "... no I don't" │
║ │
║ yes, I've seen it within you. │
║ │
║ ... anyways~ │
╟─────────┐ ┌───────────┤
║ similar │ chronological │ different │
╚═════════╧════════════════════════════════════════════────────────────┴──────────┘
--- #20 messages/454 ---
═════════════════════════════════════════════════════──────────────────────────────
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.
┌─────────┐ ┌───────────┐
│ similar │ chronological │ different │
╘═════════╧╧══════════════════════════════════════════════─────────────────────────────┘
|