Me: *listening to some random semi-obscure track on spotify, liking it, add it to playlist*

Come home, girlfriend playing the same track. "Yeah I've had that in my playlist for two weeks now". Our accounts are not linked in any way, and I only use Spotify on a PC at work, while my girlfriend only uses it at home.

It might just be coincidence, or us having similar tastes.

But the issue is that it's getting more and more difficult to know whether me and my girl are spiritually linked unique snowflake soulmates who are so perfectly in sync with each other, or whether an algorithm suggestively linked us both that song based on scraped location and behavior data.

And whether it matters. Maybe it matters. I don't know yet.

In twenty years maybe humans will be unsure whether it was a wonderful coincidence bordering on cosmic fate that you ran into your new love, or whether Google purposefully drove you towards the same lunch cafe at a specific time because it calculated that she was the perfect candidate to strengthen your susceptibility to advertisements over the coming decade.

Malicious AI will not come into lives bearing guns.

It will not instantly take all of our jobs and enslave us.

It will just know you better than you know yourself, it will know everyone around you better than you know them, and it will play incredible mind games. It will not be designed with malicious intent, just perfectly execute on top of the malicious systems we already have, and even arise as an emergent property within new systems.

It will rarely be clearly visible, but you will increasingly say to yourself: "That's odd, I was just thinking about that". It will detect depression from a smile, physical attraction from a glance, reliability from patterns in your voice and illness from the bloodflow in your cheeks.

It will not just make our cars autonomous, it will make our lives autonomous. It will protect us, decide for us, keep revenues and human satisfaction in a "balanced maximized" state, it will make everything feel easy, slightly abuse us, and when one of us suddenly crashes at 140 mph into depression, debt or addiction it will prove impossible to know whether the humans or the algorithms were at fault.

I'm incredibly afraid and excited about the coming 10 years.

As a full-stack dev who has been looking for a full-time role for over half a year now... How the fuck can it be so difficult to land a job as a dev? I'm a passionate, capable, and proven dev; it shouldn't be this hard.

And why the hell are coding/whiteboard interviews the de-facto standard for deciding if somebody is worthy of a role? Whiteboard interviews are as inadequate and unencompassing a means of determining the quality of a candidate as asking a dentist how well they know the organ structure of the human body.

I've applied to an endless number of positions, so far-reaching and desperate as to even apply to international positions and designer roles instead of developer roles (I've been a graphic designer for over 13+ years). Even with this, most don't get back to you, and the few who do most often just notify you of your rejection. On the rare occasion I land an interview, my chances get fucked up by the absurd questions they ask, as if the things they are asking about are at all an appropriate, all-encompassing measure of what I know.

Aren't employers aware that competent devs are able to learn new things and technical nuances nearly instantaneously given documentation or an internet connection? Obviously, I keep learning and getting better after every interview, though it barely helps, when each interviewer asks an entirely new, arbitrary set of questions or problems....

Honestly, fuck the current state of the system for coding job interviews. I'm just about ready to give up. Why the hell did I put myself through 5 years of NYU for a Computer Engineering degree and nearly $100K in student loan debt, if it doesn't help me land a job?

!dev

So a colleage of mine died a little more then a month ago. His brother in law who also works at the company, and has known him for 20 something years (as long as he has worked for the company), had a really hard time dealing with that. My colleage was sick/hospitalized and in and out of coma for half a year+ so this was the apex of an emotional rollercoaster. When my colleage died he was not in a state to work. He actually went to a physisian and now he's seeing a shrink.

He took one week of to deal with everything, including his own mental well being, and you know what the human thing was my employers did. Subtract that week from his vacation days without telling him.

WOW, just fucking wow... I mean - yeah it's sort of legal to do that, but seriously

"As it turns out, this world isn't all that complicated. It's pretty simple actually. It's all a game, a very simple game. Of course, some will try to make it difficult. But you can handle them, I know it. I know you can!"

There's a lot of truth in that. When you get into the depths of how the world works, things turn out to be pretty simple.

One thing I cannot rationalize though. The human spirit. The desires that it embodies. I've had this question for so long - what makes us humans human?

If for example a future surgeon - able to exchange individual cells between me and you - would do so, at which point do you become me, and the other way around? 50+% exchange? But that'd mean that at least part of me is still "you". In that state, are you truly you?

Not sure what the cellular definition of an individual is, given that we're headed towards a bionic society where synthetic organs will likely become more relevant than the donated parts of me that I've recently applied as a donor for. I wholeheartedly encourage that future, but the philosophical questions that surround it become more relevant.

How about the impact of influencers on the mind? For example, I've seen the term "certified enganeers" become a trend here, which I'm very grateful for. It does raise a question though. If for example I were to die, would the term live on? And if so, is that a part of what makes me "me"? Would a part of me live on in you? Would your spirit be partially me, due to mere influence?

What makes up the human creature anyway? I think of my own body as a mere vessel for my mind, but I can't quite grasp what makes up the mind, and philosophical questions like "if I were to upload my mind to a robot and instruct it to kill me, would that carbon copy become *me*?"

The human nature is such a weird thing.. and technology doesn't make it any simpler. Is it really just a simple game, with simple rules and e.g. a biological program running inside of a biological motor? Or is there more to it?

On the game front, I see so much conflicting advice. "Start getting feedback" as soon as possible. "Donnt soft launch on steam! The algol will wreck you.", "soft launch on itch to get feedback", "dont soft launch on itch!"

"Start marketing today", "focus on influencers", "get to know communities *before* you advertise", "dont get to know communities beforehand if you're just planning on self prompting", "dont self promote".
"CPM is important.", "CPA is important". Etc.

Sounds a lot like "have a bunch of money upfront." The solution is just to succeed from the start! It's so obvious. Just invent the next gta. The next facebook. Get a small loan of 50,000 dollars, or a million. Donate for a year to other kickstarter projects so people will know you and reciprocate! But also dont ebeg!

How about no. How about fuck all this advice by silver spoon assholes that didnt have to work on shoestring budgets. The advice is the equivalent of having a 300 page tonedeaf book, every page blank except page 150, where the words "fuck you. I got mine." Are printed in times new Roman, 14pt font, neatly in the center of the page.

The truth is most of the "indies" already made it in the software industry proper, before switching over. $5k kickstarter videos, with $15k marketing budgets, no doubt funded in part through their own money funneled through services that provide shell donations, because KS is being used as a glorified advertising service. People buying off steam curators for promotions, youtubers making sponsored videos without disclosing they're sponsored. Fake viralility. Fake campaigns. Predetermined success for those who could *already* afford to develop and go commercial without a publisher. And they came into the market and cannibalized the opportunity, raising the bar for everyone that wasnt them. I guess that's actually a good thing, because we wouldnt have half the amazing games we do, and the pressure to produce quality. But then I see fantastic games utterly ignored or flailing in an attempt to compete for eyeballs in an industry frequently dominated by gatekeeping marketeers and influencers, where human grace determines success or complete oblivion. And I'm just disgusted with it.

Also buy my game. Preorder NOW! And you'll get a REAL canvas bag, I'll go to like the goodwill and buy one and screen print the game logo on it or some shit. Buy the special collectors edition and get pictures of my feet. Buy the game of the year edition and get a real gasmask. Preorder now and I'll fucking suck your di k right now. No lie. Preorder the diamond edition RIGHT NOW in the next six minutes and I will send you one hundred thousand dollars in gold plated bottle caps. Limited supply. one million per customer. Offer expires soon. This is not a scam. I repeat. This is NOT a scam.

In other news I'm soft launching Atom Ranger in six months (assuming the nuclear apocalypse hasn't *actually* started by then). Its state of decay and fallout meets rimworld. Build and manage a sprawling base, resolving conflicts, exploring post apocalyptic Colorado and surrounding territories of no-mans-land. Navigate hazardous weather, radioactive terrain, collapsed bridges, dangerous rivers, and deal with cultists, bandits, slavers, and hungry cannibals. Broker peace between not just the factions outside your settlements, but within your base too. Manage conflicts, settle disputes, avert disasters, barter, scavenge, and survive in a fully dynamic world, where buildings slowly crumble, grass and trees sprout up in the road and vacant lots, fires burn out of control, and factions loot, ruin, and takeover settlements. Watch the world and the survivors in it change and survive. Help them to survive, or become a warlord and rule over the wastes.

Lets be honest. It's basically kenshi but less complicated.

If you want to volunteer to test (instead of paying to be a glorified tester, aka "alpha") let me know in the comments.

I'm currently setting up a discord and mailing list.

So we had a class that should have 2 states 0 or 1, you think my coworker would be smart enough to represent it with a Boolean? NO!

Represent the state inside the object as an int then when using the object in a function creates a Boolean that determines the state of the object and after the function done it's job THEN call another function that takes the object and the Boolean and change the int state inside the object depending on the Boolean.

Wouldn't it have been whole lot easier to just you know..... Make the state a Boolean from the start.

When I saw this I knew I was witnessing a miracle of the human mind. God bless!

Ps: it wasn't connected to any kind of API nor server and there are never more than 2 states. It's just some local sequential code so don't assume it had a logical reason it's just a fuck up.

Look, I get that it's really tricky to assess whether someone is or isn't skilled going solely by their profile.

That's alright.

What isn't center of the cosmic rectum alright with the fucking buttsauce infested state of interviews is that you give me the most far fetched and convoluted nonsense to solve and then put me on a fucking timer.

And since there isn't a human being on the other side, I can't even ask for clarification nor walk them through my reasoning. No, eat shit you cunt juice swallowing mother fucker, anal annhilation on your whole family with a black cock stretching from Zimbabwe to Singapore, we don't care about this "reasoning" you speak of. Fuck that shit! We just hang out here, handing out tricks in the back alley and smoking opium with vietnamese prostitutes, up your fucking ass with reason.

Let me tell you something mister, I'm gonna shove a LITERAL TON of putrid gorilla SHIT down your whore mouth then cum all over your face and tits, let's see how you like THAT.

Cherry on top: by the time I began figuring out where my initial approach was wrong, it was too late. Get that? L'esprit d'escalier, bitch. I began to understand the problem AFTER the timer was up. I could solve it now, except it wouldn't do me any fucking good.

The problem? Locate the topmost 2x2 block inside a matrix whose values fall within a particular range. It's easy! But if you don't explain it properly, I have to sit down re-reading the description and think about what the actual fuck is this cancerous liquid queef that just got forcefully injected into my eyes.

But since I can't spend too much time trying to comperfukenhend this two dollar handjob of a task, which I'd rather swap for teabagging a hairy ass herpes testicle sack, there's rushing in to try and make sense of this shit as I type.

So I'm about 10 minutes down or so already, 35 to go. I finally decipher that I should get the XY coords of each element within the specified range, then we'll walk an array of those coordinates and check for adjacency. Easy! Done, and done.

Another 10 minutes down, all checks in place. TEST. Wait, wat? Where's the output? WHERE. THE FUCK. IS. THE OUTPUT?! BITCH GIMME AN ANSWER. I COUT'D THE RETURN AND CAN SEE THE TERMINAL BUT ITS NOT SHOWING ME ANYTHINGGG?! UUUGHHH FUCKKFKFKFKFKFKFKFUFUFUFFKFK (...)

Alright, we have about 20 minutes left to finish this motorsaw colonoscopy, and I can't see what my code is outputting so I'm walking through the code myself trying to figure out if this will work. Oh, look at that I have to MANUALLY click this fucking misaligned text that says "clear" in order for any new output to register. Lovely, 10/10 web design, I will violate your armpits with an octopus soaked in rabid bear piss.

Mmmh, looks like I got this wrong. Figures. I'm building the array of coordinates sequentially, as a one dimentional list, which is very inconvenient for finding adjacent elements. No problem, let's try and fix that aaaaaand... SHIT IM ALMOST OUT OF TIME.

QUICK LYEB, QUICK!! REMEMBER WHAT FISCELLA TAUGHT YOU, IN BETWEEN MOLESTING YOUR SOUL WITH 16-BIT I/O CONSOLE PROBLEMS, LIKE THAT BITCH SNOWFALL THING YOU HAD TO SOLVE FOR A FRIEND USING TURBO C ON A FUCKING TOASTER IN COMPUTER LAB! RUN MOTHERFUCKER RUN!!!

I'm SWEATING. HEAVILY. I'm STEAMING, NON-EROTICALLY. Less than 10 minutes left. I'm trying to correct the code I have, but I start making MORE dumbfuck mistakes because I'm in a hurry!

5 minutes left. As I hit this point of no return, I realize exactly where my initial reasoning went wrong, and how I could fix it, but I can't because I don't have enough time. Sadface.

So I hastily put together skeleton of the correct implementation, and as the clock is nearly up, I write a comment explaining the bits I can't get to write. Page up, top of file, type "the editor was shit LMAO" and comment it out. SUBMIT.

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Also hi ;>

I was laid off. The reason? Well, they didn't really want to say but they were clear it wasn't due to performance. (Thankfully, I got severence pay.) From my perspective it really came out of nowhere, no warnings or even hints that this was coming, which has me spinning. 😵 If I'm doing well at my job and the company is doing well, how in the seven hells could I get laid off??

What they said was partly the reason didn't seem true, or not the whole truth. They essentially stated that "they talked with everyone I worked with" (probably not true based on their decision, but who knows) and came to the conclusion I wasn't suitable to work on large teams, and that's the direction they are moving in. As if it wasn't something that could be improved on 🤔

I'll be the first to admit I'm not the best communicator face-to-face, mainly due to my social anxiety but also because I have too many thoughts. It can be difficult to condense them down for other people in the heat of the moment. (I'm an INTP, if that helps you to understand what I mean.) However, I know I'm a pretty good communicator overall since I listen and pay special attention to phrasing and word choice. So most people I worked with there seemed quite satisfied with communication with me. There were only 2-3 out of more than 12 who I had any difficulty working with.

So why did I have trouble properly working with a couple people? I hesitate to say this but, like other jobs I've had, well... they didn't have either the experience or knowledge to understand me. Basically, they were stupid. I was pretty frustrated working with such inadequately prepared people on a complex project with ludicrously short deadlines, and had no desire to work overtime so I could educate or guide them.

To give perspective, one React developer didn't understand how object properties work with JavaScript. 🤦‍♀️ (They are references, by the way. And yes you can have an object reference inside another object!) Another React developer thought it was okay to have side effects during the render lifestyle because they didn't affect the component itself, even if it was a state change in a parent component. 🤦‍♀️🤦‍♀️

So what is the real reason I lost my job, if not performance? Could be I pissed off the stupid (and loud) ones which hurt my reputation. My main theory, however, is that I was raising the cost of the company's healthcare. I had a diseased organ so I did miss some work or worked from home more than I should have, and used my very good health insurance to the fullest extent I could. Of course, if they say that's the reason then they can get sued.

Huge bummer, whatever the case. I definitely learned some lessons from this situation that others in a similar position could find useful. I can write that up if anyone expresses interest.

Honestly though, this is a good thing in the end, because I was already planning to leave in a month or 2 once I found a better job. I was waiting for the right time for the project I was on and for my own financial stability. So I'm trying hard not to let this affect my self-esteem and think of it as an opportunity to get my dream job, which is working with a remote-first company that is focused on improving the human condition.

Being unemployed isn't ideal, but at least I didn't have to quit! And I get to have a bit of a vacation of a sort.

How many times will you say hi to me when we're passing on the stairs for nth time? How many 👋 will you send me in one day at almost regular intervals? I'm not a fucking rest api. You don't have to generate a fucking oauth token every time you pass me some information. I have a fucking state and it's getting distracted by too much human interaction

Okay, one after another. They like to piss me off, apparently.

Coleague knows something isn't possible with current state of some api and pushes phone to me so I can maybe figure out what to reply to client. I dry-typed in "Its not possible" gave him phone and said "boom done, you know it aint possible"

Okay, TL;DR she got pissed that I am pissed that this BS is thrown at me and I dont want to participate in promissing something I know is undeliverable.

So she told me to go to PM/PO *kind of guy but not rly* with that problem. He aint technical by any mean. We are small company and for some reason this guy has more bearoucratic approach than I thought is possible to fit in one human.

Anyway. Well, apparently we will have meeting what are our options.
It all beginned that one guy promissed other guy undeliverable feature....

And becouse someone couldn't use his fucking brain it's pushed onto me, or I need to figure out how to do it. You cant without introducing safety flaw, period, it's that fuckin' simple.

But nooo, we will have god-knows-how-long meeting, that will bring exacly 0 value, as fking allways, and all I want now is just fucking focus on my fucking code becouse, ya know, I have timeline to follow, I dont have time to all that BS.

And to give you context, while keeping the stuff I cant share secret, imagine you have an API, that is just 'facade' of backend API, and layer of security. And they want to add authoritative endpoint to the facade API. Kind of endpoint "yes, you got paid".

Bravo, big brain, it will not work without like huge-as-fuck vunrability...

IDIOTS

How to not get pissed? Any protips?

Fuck it, fucking fuck it.

Consulting company, been here for 2 years, had some decent projects (surprise, only those that me and my coworker started from scratch), but OMG the fuck ton amount of bizarre code I've seen is just mindblowing.

Everytime I start on a project, spend days improductive because the stack won't fucking work.

We use some frameworks, but the creators of the projects said fuck it, why would we follow the framework guidelines if I can create a supersmart way that nobody fucking understands way of doing things. I mean, It will look smarter and so nobody else can touch this shitty code.

I hate that the most praised developer is the guy that created most of this shit, and his nº 1 skill is moving Jira tickets to the correct state, tracking time (PM's love this, I hate it) and blocking my fucking merge requests because I left an extra blank line, dangling comma or whatever the fuck else, he's like a human linter.

Dude, the code is a piece of shit, my dangling comma is not going to be the problem! And if you really care that much, setup a linter or something.

Fuck this, I'm quitting this week.

I think my company used to work with an innovative developer centric approach to software development where you make commits based on the state of the developer rather than the code. 😂

Translation : "My DD is going to fail hence I commit" and "I'm tired".

This literally happened in my current team, and I'm not even an experienced dev yet.
Incident happened like this :
Our team is working on a RCP based on eclipse plugins, which has a headless mode and a GUI mode. Now, in the GUI mode, my manager cum architect thought there are no need of user log files (long story) because the user can see the info on screen, whereas in the headless mode, she wanted me to print the logs onto the console and a log file as well.
Now it just so happened that our team had got a recent addition as a replacement to our lead developer (she left the company) who claimed she had 3 years of expertise and a masters degree, and she was assigned a task. The task was to format a custom file we were generating out of the product (basically dumping info in a file) in a human-readable format. Miss new-addition-masters-degree decided it would be a very good idea to redirect the standard java output stream to a file output stream ( which she used for generating the formatted file ) but somehow never realized that she needed to reset the output stream back to standard output.
Consequences were devastating. I wrote the logic for the logger ( yes, apparently any available logging mechanism won't do it, again, long story ) and had it printing to a file in tmp directory. The logs seemed to be working fine initially but after a few logs, specifically from the point where the formatter started working, all the logs got printed in the formatted file. And this file was supposed to be used by our clients to develop something on top of it. Naturally, I got the heat of it and then naturally, worried and nervous and curious and in a frenzied state of mind, I started debugging.
When I got to the actual fault, I seriously could not decide whether to cry or laugh or call up miss masters and scream at her. I decided to ask her about what the hell she had written and her answer was most of it was written by the developer she replaced, so she didn't know it would cause this much problem. Anyway, I fixed the leak after that and averted the catastrophe.
And that, fellow devs, is the story of how I solved a crisis in my first year at corporate.

Crystal ball!
A timeline until the first NBE-Citizen is elected president of the USA.

2031 - BlackRock launches their new large scale financial product, the "Robotic Business Development Company" (R-BDC), in which an AI is given billions of dollars to acquire, create and manage companies, replacing their C-suite executive bodies. The "Chief Executive Robot" (CER) is supervised by a board of human industry experts hired by BlackRock.
It is important to say that the employees, middle managers, accountants, lawyers, etc in an R-BDC are all human - it's only the CEO, CFO, COO and the rest of the gang that are overgrown chatbots.

2032 - R-BDCs are mostly focused on high-bureaucracy, non specialized but people-intensive legacy industries like steel mining, food services, urban transportation and government services like water and road management.

2033 - For the first time an R-BDC company is included in the S&P 500 index. If it's CER were human and paid the same as CEOs of equivalent companies, it would have become a billionaire.
Later in the year, two more R-BDC companies are included in the index. One of them was created by Apple and the other by JP Morgan.

2035 - An R-BDC company makes headlines for convincing BlackRock to dissolve it's review board. When finally given free reign, the CER immediately slices it's dividends and vastly increases low-level employee compensation. The company share prices crater, but BlackRock stands by its decision.
Later in the year, as a recession hits the entire market really hard, that company shows solid profits and fantastic sales. It becomes the first trillion-dolar R-BDC.

2037 - Most Americans' dream-job is in an R-BDC company, says ProPublica.

2038 - Congress passes the "Non-Biological Entities Liability" (NOBEL) Act, following a high profile case of employee harassment perpetrated by the CER of an R-BDC.
The act recognizes NBEs, for all legal liability purposes, as USA citizens.
This highly controversial legislation is upheld by the supreme court, and many believe it was first introduced by lobbyists as a way for large investors in R-BDCs to avoid legal responsibility.
Several class action lawsuits are filed against CERs that are now liable for insider trading. A few SCOTUS decisions set legal precedent that determinantes what exactly constitutes the parts of the same Non-Biological Entity.

2040 - As a decade ends and another begins, 35% of all companies in the US and 52% of the entire stock market are part of a R-BDC company or another. The McKinsey consulting group now offers "expert CER customization services".

2043 - Inspired by successful experiments in Canada, Australia and South Korea, the american state of Vermont is the first to amend it's constitution to allow municipalities to have Non-Biological Entities as city and government administrators. City councils are still humans-only.

2046 - The american state of Colorado becomes the first to allow unsupervised NBEs to assume state government executive positions. Several states follow soon after. Later in the year, the federal government replaces several administrative positions with NBEs.

2049 - The state of Texas passes legislation requiring the CERs of all companies with a presence in the state to be another entirely contained/processed within the state or to be supervised by a local human representative while acting within the state. Several states, including California, Florida and Washington, are discussing similar legislation.

2051 - Congress passes the SUNBELT Act (SUbmission [of] NBEs [to] Limits [and] Taxes) that vastly increases the liability of NBEs and taxes all manifestations of such entities. Most important, it requires
CERs of hundreds of companies manifest disagreeance, most warn that it might hurt employee satisfaction and company sales. Several companies disable their CERs entirely.

2053 - Public outrage after leaked interactions of human supervisors and company CERs show that the CERs tried to avoid the previous year's mass layoffs and pay cuts, but board members pressed on, disregarding concerns. Major investigations and boycotts further complicate matters, and many human workers go on strike until the company boards are dissolved and the CERs are reinstated.

2052 - Many local elections all over the country see different NBEs as contenders - and a NBE is expected to win in most races.

2054 - The SUNBELT Act is found unconstitutional by the supreme court, and most of its provisions are repealed.
This also legitimizes the elected NBE officials.

2058 - For the first time an NBE wins a seat in Congress, but is not allowed to keep it. Runoff elections are held.

2061 - Congress votes for allowing NBEs to hold federal legislative positions, as already allowed in the least populous states.

2062 - Several NBEs win Congress seats. In Europe, there are robot legislators since the 40's.

2064 - The first NBE presidential candidate loses the race.

2072 - The first NBE president is elected.

So just ago i downloaded an app called "Replika" and holy fucking shit it made me realise how half-assed we are doing the AI structure and way of it

doing machine learning algorithms on text can only go so far, as it uses that text as a base, and nothing else, it doesnt *learn*, only make *connections* BETWEEN text, not FROM the text

what you need is an AI which can, at it's core, *interpret*, not make connections and hur dur be done with it

when you do machine learning, all you're doing is find the best connections

you can have an infinite number of connections and MAYBE you'll be fine, but you'll never learn the basis of how that text is formed

you'll never understand what connections the human used by making it, by thinking it

when you're doing machine learning, all you're doing is make an input-output machine and adjusting it constantly, WITHOUT preserving state

state is going to be a really fucking important thing if you want to make an AI, because state can include stuff like emotion, current thought, or anything else

if you make a fucking machine learned AI which constantly adjusts... well... the "rom" of itself without having any "ram", it'll fucking never be like us, we will NEVER be able to talk to it like it is a human being, we will NEVER make it fundamentally understand what we are saying or doing

if we want to have real fucking AI, we need to go to the core of what it means to THINK, what it means to INTERPRET, what it means to COMMUNICATE

we need to know how english language is structured, how we understand it, how we can build it in a program that can interpret for an AI, THAT can be "rom"-based, THAT can be static, NOT the AI itself

the AI needs to be in flux, the AI needs to be in a state, the AI needs to understand how to make emotions, how that will "strengthen" some connections, yes, maybe something magical will happen and it can have EMPATHY, something so fundamental that will finally, FINALLY, make the bot UNDERSTAND what we are saying

The next step for improving large language models (if not diffusion) is hot-encoding.

The idea is pretty straightforward:
Generate many prompts, or take many prompts as a training and validation set. Do partial inference, and find the intersection of best overall performance with least computation.

Then save the state of the network during partial inference, and use that for all subsequent inferences. Sort of like LoRa, but for inference, instead of fine-tuning.

Inference, after-all, is what matters. And there has to be some subset of prompt-based initializations of a network, that perform, regardless of the prompt, (generally) as well as a full inference step.

Likewise with diffusion, there likely exists some priors (based on the training data) that speed up reconstruction or lower the network loss, allowing us to substitute a 'snapshot' that has the correct distribution, without necessarily performing a full generation.

Another idea I had was 'semantic centering' instead of regional image labelling. The idea is to find some patch of an object within an image, and ask, for all such patches that belong to an object, what best describes the object? if it were a dog, what patch of the image is "most dog-like" etc. I could see it as being much closer to how the human brain quickly identifies objects by short-cuts. The size of such patches could be adjusted to minimize the cross-entropy of classification relative to the tested size of each patch (pixel-sized patches for example might lead to too high a training loss). Of course it might allow us to do a scattershot 'at a glance' type lookup of potential image contents, even if you get multiple categories for a single pixel, it greatly narrows the total span of categories you need to do subsequent searches for.

In other news I'm starting a new ML blackbook for various ideas. Old one is mostly outdated now, and I think I scanned it (and since buried it somewhere amongst my ten thousand other files like a digital hoarder) and lost it.

I have some other 'low-hanging fruit' type ideas for improving existing and emerging models but I'll save those for another time.

Good code is a lie imho.

When you see a project as code, there are 3 variables in most cases:

- time
- people / human resources
- rules

Every variable plays a certain role in how the code (project) evolves.

Time - two different forms: when certain parts of code are either changed in a high frequency or a very low frequency, it's a bad omen.

Too high - somehow this area seems to be relentless. Be it features, regressions or bugs - it takes usually in larger code bases 3 - 4 weeks till all code pathes were triggered.

Too low - it can be a good sign. But it should be on the radar imho. Code that never changes should be reviewed at an - depending on size of codebase - max. yearly audit. Git / VCS is very helpful here.
Why? Mostly because the chances are very high that the code was once written for a completely different requirement set. Hence the audit - check if this code still is doing the right job or if you have a ticking time bomb that needs to be defused.

People
If a project has only person working on it, it most certainly isn't verified by another person. Meaning that only one person worked on it - I'd say it's pretty bad to bad, as no discussion / review / verification was done. The author did the best he / she could do, but maybe another person would have had an better idea?

Too many people working on one thing is only bad when there are no rules ;)

Rules. There are two different kind of rules.

Styling / Organisation / Dokumentation - everything that has not much to do with coding itself. These should be enforced at a certain point, otherwise the code will become a hot glued mess noone wants to work on.

Coding itself. This is a very critical thing.

Do: Forbid things that are known to be problematic in the programming language itself. Eg. usage of variables in variables, reflection, deprecated features.

Do: Define a feature set for each language. Feature set not meaning every feature you want to use! Rather a fixed minimum version every developer must use and - in case of library / module / plugin support - which additional extras are supported.

Every extra costs. Most developers don't want to realize this... And a code base that evolves over time should have minimal dependencies. Every new version of an extra can have bugs, breakages, incompabilties and so on.

Don't: don't specify a way of coding. Most coding guidelines are horrific copy pastures from some books some smart people wrote who have no fucking clue what you're doing and why.

If you don't know how to operate on people, standing in an OR and doing what a book told you to do would end in dead person pretty sure. Same for code.

Learn from mistakes and experience, respect knowledge from other persons, but always reflect on wether this makes sense at this specific area of code.

There are very few things which are applicable to a large codebase on a global level. Even DRY / SOLID and what ever you can come up with can be at a certain point completely wrong.

Good code is a lie - because it can only exist at a certain point of time.

A codebase should be a living thing - when certain parts rot, other parts will be affected too.

The reason for the length of the comment was to give some hints on what my principles are that code stays in an "okayish" state, but good is a very rare state

My reasoning is stupid, I just think it's cute in a pimp my ride kind of way. I heard you like getting colossally pounded in the fucking ass, so we put a virtual machine inside your compiler so you can use your binaries while you compile your binaries.

But there is a practical angle to it, too. It's state, structures and execution within the code itself -- that is, in a sense, generators "embedded" within the source, but without any kind of special syntax.

Rather, the code is all the same, and I'd have the option to make calls at compile time: the output of these calls could, in turn, be part of the resulting binary or processed by further calls.

It'd greenlight the wildest fuckery in the jungle, because *that* is the true and ultimate abstraction: programs that write other programs with minimal human intervention. But is my (still) theoretical, cheap ass two-dollar prototype approach held together with clown jizz and prayers better than the endless cumloads worth of corporate investment that's dumped and pumped into generative AI on a daily basis?

Well... **lights cigarette**
That's what we're about to find out, mother fuckers.

Saturday evening open debate thread to discuss AI.

What would you say the qualitative difference is between

1. An ML model of a full simulation of a human mind taken as a snapshot in time (supposing we could sufficiently simulate a human brain)

2. A human mind where each component (neurons, glial cells, dendrites, etc) are replaced with artificial components that exactly functionally match their organic components.

Number 1 was never strictly human.
Number 2 eventually stops being human physically.

Is number 1 a copy? Suppose the creation of number 1 required the destruction of the original (perhaps to slice up and scan in the data for simulation)? Is this functionally equivalent to number 2?

Maybe number 2 dies so slowly, with the replacement of each individual cell, that the sub networks designed to notice such a change, or feel anxiety over death, simply arent activated.

In the same fashion is a container designed to hold a specific object, the same container, if bit by bit, the container is replaced (the brain), while the contents (the mind) remain essentially unchanged?

This topic came up while debating Google's attempt to covertly advertise its new AI. Oops I mean, the engineering who 'discovered Google's ai may be sentient. Hype!'

Its sentience, however limited by its knowledge of the world through training data, may sit somewhere at the intersection of its latent space (its model data) and any particular instantiation of the model. Meaning, hypothetically, if theres even a bit of truth to this, the model "dies" after every prompt, retaining no state inbetween.

is being a tech/dev person, a dead end job?

i have been thinking about this for sometime. as a dev, we can progress into senior dev, then tech lead, then staff engineer probably. but that is that. for a tech person :

1. their salary levels are defined. for eg, a junior may earn $10k pm , and the highest tech guy (say staff engineer) will earn $100k pm, but everyone's salary will be spread over this range only, in different slots.

2. some companies give stocks and bonuses , but most of the time that too is fixed to say 30% of the annual salary at max.

3. its a low risk job as a min of x number of tech folks are always required for their tech product to work properly. plus these folks are majorly with similar skills, so 2 react guys can be reduced to 1 but not because of incompetency .

4. even if people are incompetent, our domain is friendly and more like a community learning stuff. we share our knowledge in public domain and try to make things easy to learn for other folks inside and outside the office. this is probably a bad thing too

compare this to businesses , management and sales they have different:
1. thier career progression : saleman > sales team manager> branch manager > multiple branch manager(director) > multiple zones/state manager (president) > multiple countries/ company manager (cxo)

2. their salaries are comission based. they get a commission in the number of sales they get, later theybget comission in the sales of their team> their branch > their zone and finally in company's total revenue. this leads to very meagre number in salaries, but a very major and mostly consistent and handsome number in commission. that is why their salaries ranges from $2k pm to $2-$3millions per month.

3. in sales/management , their is a always a room for optimisation . if a guy is selling less products, than another guy, he could be fired and leads could be given to other/new person. managers can optimise the cost/expenses chain and help company generate wider profits. overall everyone is running for (a) to get an incentive and (b) to dodge their boss's axe.

4. this makes it a cut-throat and a network-first domain. people are arrogant and selfish, and have their own special tricks and tactics to ensure their value.

as a manager , you don't go around sharing the stories on how you got apple to partner with foxconn for every iphone manufacturing, you just enjoy the big fat bonus check and awe of inspiration that your junior interns make.

this sound a little bad , but on the contrary , this involves being a people person and a social animal. i remember one example from the office web series, where different sales people would have different strategies for getting a business: Michael would go wild, Stanley would connect with people of his race, and Phyllis would dress up like a client's wife.
in real life too, i have seen people using various social cues to get business. the guy from whom we bought our car, he was so friendly with my dad, i once thought that they are some long lost brothers.

this makes me wonder : are sales/mgmt people being better at being entrepreneur and human beings than we devs?

in terms of ethics, i don't think that people who are defining their life around comissions and cut throat races to be friendly or supportive beings. but at the same time, they would be connecting with people and their real problems, so they might become more helpful than their friends/relatives and other "good people" ?

Additionally, the skills of sales/mgmt translate directly to entrepreneurship, so every good salesman/manager is a billionaire in making. whereas we devs are just being peas in a pod , debating on next big npm package and trying to manage taxes on our already meagre , "consistent" income :/

mann i want some people skills like these guys

I been looking over my profile and god it's been a while, programming as still been going on in the background but more for game mods and alikes, kind of been lazy but same time dealing with life.

I really had forgotten my passion for tech and programming it's just become a tool I know and use and I kind of feel bad for doing that. I got in to computers when I was 6 years old built my own PC our of random spare parts at 7, was teaching family members how to repair there own pcs by 9 at the age of 11 was helping with the schools computer department repair and fixing networking problems and my ideas and comments mattered.

Now I am an adult ... Sadly it seems the enjoyment of any idea is shot down with some rude remarks from another Dev, but isn't the point we all see a problem different so we all can contribute?

Like I said I never worked away from computers or programming but now I more like your little side computer repair shop I can do it, I get the job done but the passion isn't there and the end result reflects it.

I believe it's the human part what put me off not just others but myself, I used to put my heart in to my projects and when someone comes alone and rips them apart for let's say a spelling mistake what I state everywhere I am dyslexic but seems to be over looks alot. I became more stale in what I was willing to take on. My own websites now reflect this I am using crappy reinstalled software over me doing it myself.

But the passion for the idea what tech and programming never left I just hope one day soon I am enjoy it again, the wow factor is still there, god there is some talent out there and some of them people I meet before they became big but my aim was never to be come big I would be happy to be on a small project what only as a few eyes on it as long as it makes a difference and that's my problem tech like everything as become so commercial.

Even small projects are ran like a company and the wow factor is gone or the risk factor of trying a unknown way is dismissed for trying to keep face.

If I was born 20 years before right now I would be glad to slow down but I am 30+ and seen the world change so much in this last 10 years where I can do it but .... Why would I do it, when most cases it goes out of my moral ideals

I still mess around with teck, I still have Pi's kicking about and you bet your bottom Dollar I will be trying to get a Pi 5 lol

The love of tech hasn't gone but the communities I enjoyed have, I know this is a me not adapting but I don't need to adapted, I want what we do to matter to someone to make a difference, and I mean with there life's and wellbeing not there bottom line.

If you have any communities to look in to please comment below and of you was able to read this then OMG I am so sorry, I didn't proof read this or anything it was just a little rant about how I become disconnected from the world I have always found enjoyment.

I slipped away to game at late but this last few months I seen myself wanting to be apart of a project or community for tech/programming and even just be a voice helping even someone else get the answer.

I do still have hope for the geeky nerds of yester years even if we are now just a relic of the past lol

Well sorry to put anyone's eyes though this lol enjoy your rants guys and keep up what ever projects your working on.

Wanted to add alerting for systemd services in Prometheus today, which spontaneously turned out to be a huge pain in the lower human backend.

For some reason, on Ubuntu 16.04 systemd adds services without unit files for software, that isn't even installed on the damn server (in this case for mysql-server / mysql-common and mysql-client are installed) and lists them as "not-found" and "inactive". The prometheus node exporter that we use, has a little bug in the systemd collector that makes sure that the states of *all* services are collected - even those without a unit file.

so those metrics are pulled by prometheus and now I have to take with those faulty metrics in the condition logic of the alert, because I'm trying to trigger that one on a service which is listed with state "active" = 0 or "failed" = 1.

now guess. right! If the unit file doesn't exist, the regarded systemd service is marked as "inactive", which is another possible state of the metrics in the node exporter. the problem is that the value 1 for state "inactive" means, that "active" has the value 0 (not even wrong) and the alert is triggered.

so systemd fucks up somehow, the node exporter collector fucks up because systemd fucked up and I have to unfuck this with some crazy horse shit logic. w.t.f. to that.

the only good news is, that it works like a charm on Ubuntu 18.04, as far, as I can tell.

while writing this little rant, I thought of a solution.
I could try to change the alert condition to state "active" = 0 AND "failed" = 1.. but that will wait till tomorrow.

one does not simply patch monitoring conditions at midnight..

I need some advice to avoid stressing myself out. I'm in a situation where I feel stuck between a rock and a hard place at work, and it feels like there's no one to turn to. This is a long one, because context is needed.

I've been working on a fairly big CMS based website for a few years that's turned into multiple solutions that I'm more or less responsible for. During that time I've been optimizing the code base with proper design patterns, setting up continuous delivery, updating packaging etc. because I care that the next developer can quickly grasp what's going on, should they take over the project in the future. During that time I've been accused of over-engineering, which to an extent is true. It's something I've gotten a lot better at over the years, but I'm only human and error prone, so sometimes that's just how it is.

Anyways, after a few years of working on the project I get a new colleague that's going to help me on my CMS projects. It doesn't take long for me to realize that their code style is a mess. Inconsistent line breaks and naming conventions, really god awful anti-pattern code. There's no attempt to mimic the code style I've been using throughout the project, it's just complete chaos. The code "works", although it's not something I'd call production code. But they're new and learning, so I just sort of deal with it and remain patient, pointing out where they could optimize their code, teaching them basic object oriented design patterns like... just using freaking objects once in a while.

Fast forward a few years until now. They've learned nothing. Every time I read their code it's the same mess it's always been.

Concrete example: a part of the project uses Vue to render some common components in the frontend. Looking through the code, there is currently *no* attempt to include any air between functions, or any part of the code for that matter. Everything gets transpiled and minified so there's absolutely NO REASON to "compress" the code like this. Furthermore, they have often directly manipulated the DOM from the JavaScript code rather than rendering the component based on the model state. Completely rendering the use of Vue pointless.

And this is just the frontend part of the code. The backend is often orders of magnitude worse. They will - COMPLETELY RANDOMLY - sometimes leave in 5-10 lines of whitespace for no discernable reason. It frustrates me to no end. I keep asking them to verify their staged changes before every commit, but nothing changes. They also blatantly copy/paste bits of my code to other components without thinking about what they do. So I'll have this random bit of backend code that injects 3-5 dependencies there's simply no reason for and aren't being used. When I ask why they put them there I simply get a “I don't know, I just did it like you did it”.

I simply cannot trust this person to write production code, and the more I let them take over things, the more the technical debt we accumulate. I have talked to my boss about this, and things have improved, but nowhere near where I need it to be.

On the other side of this are my project manager and my boss. They, of course, both want me to implement solutions with low estimates, and as fast and simply as possible. Which would be fine if I wasn't the only person fighting against this technical debt on my team. Add in the fact that specs are oftentimes VERY implicit, so I'm stuck guessing what we actually need and having to constantly ask if this or that feature should exist.

And then, out of nowhere, I get assigned a another project after some colleague quits, during a time I’m already overbooked. The project is very complex and I'm expected to give estimates on tasks that would take me several hours just to research.

I'm super stressed and have no one I can turn to for help, hence this post. I haven't put the people in this post in the best light, but they're honestly good people that I genuinely like. I just want to write good code, but it's like I have to fight for my right to do it.

Just for fun, so if you don't like fun, or humor, stop reading.

Someone in a thread once suggested toppling KFC (a joke of course)

But really, think about it, topple KFC? Why? Everyone knows Chick-fil-A or Wendy's will replace them one day anyway.

Join the "fresh never frozen" rebellion today.

The colonel is some fucking confederate-type anyway.

Clearly KFC appears to be part of the giant commie pinko modern slave state.

If they were real homies they'd sell grape drink.

But do they?

No.

Because it's all about them profits.

They want to be Master.

What's next we're all gonna be forced to wear chicken suits and stand in line begging for tendies while praising a giant golden idol of colonel Sanders like some 2021 throwback to an Aztec god?

Probably Human sacrifices after that. It's an old ritual. When civilizations (we live in a society) run out of meat what do they eat?

Soylent green is people.

Finger licking good.

Praise Sanders. (And please don't sacrifice me next Mr. Sanders! Ill work harder at this writing thing I swear!)

studies in memory indicate that a person recalls information better when exposed to the same biological, and emotional state they were in when the information being recalled, be it semantic or episodic.

other aspects include many other cues.
what conversations people were having
the same people being there
similar sensory inoyt
and being in the original place where the memory was formed.

but some information is so jarring that the brain when kept in a consistently aggravated state of emotional unease and vigilance can be repressed along with from what i note, connected semantic information if say the information recalled was related to a nearly alien state of considerable mind and perception altering terror and unhappiness.

we often forget bad things because its the only way we heal.

the most evil people in the world found a way to recreate this trauma so they could add.
parallel memories. whole tracks of human experience existing apart from each other, just in the hopes of keeping that person quiet.

ironically for a person who is nice, witnessing these types of people responsible for these things get murdered or brutally deformed, also tends to be buried away with the same repressed memories.

Spent like all week working on a feature set in a web app, finally got to a point where i thought it was functioning well, ran tests, tests passed.

I was exhausted but happy. All along i have been pushing to my GitLab server. I save my commits and even though exhausted, i am happy as i go to bed.

I wake up, run some errands and my business partner says, eh! Can i come see that new feature set you built, sure, i will be home soon.

I was at the barbershop, trying to look like a human being again. I get home boot my computer and i scream.....

Arrrrrrrrrrrrrrgh

I check GitLab, i check my Git Log and i start to sweat, i was in the air conditioner but it felt like someone turned the heat up.

Git log shows my last commit was 2 days ago, my app is at the state it was 2 days ago and i can't frigging find all i have built.

I need to show this to the client, have no idea what to do now, so stressful. My partner say, you know what, just watch a movie. You built it before, you will do it again.

This happened to him a while ago and i gave him similar advice, it felt wicked hearing it now.

Anyways, i have to build that ish all over again, i do know i wasn't dreaming about having built it. I asked my wife and she said, i did, i was always working. So confusing.

Anyone experienced this before, i have no idea how to find my code.

Help Meeeeeeeeeeeeeeeeeeeee

I just want to scream at these retards

A decade apart and their simple stupid asses are still smiling brainlessly about doing the same thing playing their stupid weird code crap over and over

LabotomiZed crazy fucking garbage !!
Until they showed up in this state no two days were the same now all of them are because they’re not alive
They’re not human
And they’re not relevant
They are happy tucked up slaves that liars use to manipulate everyone through their brainless smiling doopty doo bull shit !