Black box. It does seem to put messages with an URL in a certain category though, but also that's not always correct. It's trained on 3000 normal dR messages, and 3000 spam dR messages. 6000 dR messages in total. Many epochs but not good for use yet. The idea that the system could classify without discriminating new users is from the table. That discrimination is needed as a safe margin. Original spam system is a bit simple, but it doesn't do false positive and works great. Still, I want to make smth advanced out of it for the sake of education. Tomorrow I'll have my neural networks book. Probably over two weeks I have some good insights how to improve this all. New hobby :)

(pretrained 3b models are fine for recognizing spam btw. But it costs resource. 8 CPU's 100%. A self trained model pure on spam doesn't and is fast. With a pretrained model you can't do mass classification.)

Can someone guide me plz

I developed mobile apps mainly (2 years as Android dev - Java, 1.5 year as iOS & Android - swifit, Kotlin), then Unity app 2 years (C#), then some VST plugins (mostly front end C++) 6 months.

Now, I'm having meetings with my boss to talk about my career trajectory. I mean I have no idea what I want to do. All the dreams and passion gone. I'm just happy to come to work do whatever. I only focus on sleeping early, getting my exercise, and waking up at the same time everyday.

Some web development might be fun? I have an option to work on internal tools but it's not a product, no more users except company people.

Looks like I'm gonna be stuck in my low paying job for a while...

ate 8 boiled eggs. nobody is ready for the smell of my farts and shit now

I'm going to have to learn about patterns in programming.

Structural and behavioural ones.

I know of several, but I'd love to hear some real-life use cases from y'all, if y'all don't mind.

wish there were c/c++-like forums and communities but for rust

such a dead gen z language goddamn

Now that the whole generative AI debacle is finally dying down, I gotta ask the same question again:
WHY THE FUCK CORPORATIONS INSIST ON FALLIG FOR THE HYPE CYCLE EVERY FUCKING TIME?

I mean, I know why. It's because BigTech,Inc. always convinces companies like "Bob's tech wannabe car windows or something" to pay $$$ for this year's software fashion trends using arguments like "all the cool entrepreneurs are doing it! You don't wanna end up like those communist losers, do you?"
Then BigTech sells some shit that the muggles can't really afford (much less use), then shit hits the fan, then BigTech pretends that they never heard of it (hey, Blockchain IoT self-service BI wereable augmented reality 3D NFT eletric scooters from big data industry 4.0!) then the news cycle moves on. Rinse and repeat.

But, fuck, can't the muggles ever learn fucking ANYTHING? Tech industry is the fast fashion of industries. Do not try to imitate Facebook Google Apple Amazon, let them run their own course towards the cliff.
Instead, do your own thing.
Silicon Valley is not a good example for furniture companies to follow. So stop IKEA chatbots.

The only thing more terrifying than CSS is a person who's not terrified of it.

1. Leave big company of 1.5y for new job in different country
2. New company tries getting me a visa for 2 months and fails
3. Puts bogus blame on me and ends contract 2 weeks before my "temporary visa" expires coz their incompetent HR couldn't get the documents right.

Fuckers didn't have ONE COMPLAINT against me so UNASSIGNED me from COMPLETED Jira tickets to ruin my OKR stats just to build grounds for this (since last week)

And when I protested, blamed some automation but DIDNT change the spreadsheet. (should've rung some bells for me, but naïve me believed their reasoning)

Big company meeting last week. Engineering Lead put a slide just about me coz my fixes brought a 20-FUCKIN-X performance improvement.
He said "oh I put a slide about [me], I dont see it", HR who was in-charge of compiling the slides said "Oh you sent the slide too late so we didnt put it".

I shrugged it back then thinking oh well but in hind-sight Fuckers went OUT OF THEIR WAY to bury anything I did to build grounds for termination coz THEY couldn't get the visa.

kill me.

I can't wait for openAI to go bust.

Am I the only person on earth not having a LinkedIn account?
Please tell me I am not alone.

AAAAAAAAAAAA

Why is firewall management in Saltstack such a huge pain in the a**?!

I have to write soooooo much to just add a single rule, and then I have to test for its presence, so that it's not continuously added again and again with every run T-T

I swear, for firewall deployments, Saltstack frickin' sucks!

whoops figured out how to make noises in rust

and also what the hell I forgot all the music theory I taught myself and making music is hard

yeah my brain can't do math yet. just counting the frequencies for the notes is exhausting. or timing things. EXHAUSTING. I haven't even got them right I was just doing proof of theory. and I'm exhausted

*goes to die somewhere*

Just Python things... trying to upgrade the branch while it's sitting on it

Who knew I'd be saved by a wiki/doc written by myself a year ago.

!rant

I'm happy today realizing that 5 people decided to pay me for just saying my opinions on YouTube livestreams.

I never could've imagined I'd be in a position where I'd be getting loyal fans for me just to talk to them and hear them out / answer their questions.

Makes my cold heart warm up a bit ngl.

Hello all,

Did a MASSIVE spam down vote action..

If you've watched the algo-list you kinda had an idea how much spam there was. In exception of rants, it also down vote the spam comments posted under regular rants. Also made a progress with historic rants.

I think I leave it at this for now, gonna do some machine learning for spam and will apply that as filter in the future.

Site is now clean enough now to not encounter spam just browsing the site.

Our new frenemy Buffon gave as tip the no index tag what is a great idea for users not having reputation < 5 or so. Will contact dfox if he's willing to do this small change.

So yeah... This guy just copied and pasted the same 5 lines over and over again. 5 lines that do the collection of values for variables, setup call, and then an API call for different CRMs based on name. Repeated 7 times for each of the CRMs that we support. On top of the insane switch statement which is actually only used once to check if it's not null and matches within the switch statement. See the following loose but true example of this shit show I'm dealing with.

```pseudo-code-example
switch(crm)
case crm1
case crm2
case crm3
// (keeps going like this)
var temp = true
default
var temp = false

if (temp)
if (crm="crm1")
crm1.setup()
crm1.values(foo, bar, baz,...)
...
if (crm="crm2")
crm2.setup()
crm2.values(foo, bar, baz,...)
...
// Yup still keeps going like this
```
This absolutely insane mess was finally refractored by me to be an actual factory and not this absolute senseless murder to my mind.

Just learned that the existing US administration is going to restrict AI to a just a handful of allowed companies. They are talking about limiting AI like they did physics during WW2.

If you don't hate your government then you don't know the evil shit they are doing.

Not sure what will happen come January.

Just came back from 6 months of leave.

Didn't touch a computer. Honestly I'm getting used to mouse, it feels so weird??

Anyway, I hope you've all been doing great.