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dataly-data-science · 7 months
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phantomrose96 · 3 months
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If anyone wants to know why every tech company in the world right now is clamoring for AI like drowned rats scrabbling to board a ship, I decided to make a post to explain what's happening.
(Disclaimer to start: I'm a software engineer who's been employed full time since 2018. I am not a historian nor an overconfident Youtube essayist, so this post is my working knowledge of what I see around me and the logical bridges between pieces.)
Okay anyway. The explanation starts further back than what's going on now. I'm gonna start with the year 2000. The Dot Com Bubble just spectacularly burst. The model of "we get the users first, we learn how to profit off them later" went out in a no-money-having bang (remember this, it will be relevant later). A lot of money was lost. A lot of people ended up out of a job. A lot of startup companies went under. Investors left with a sour taste in their mouth and, in general, investment in the internet stayed pretty cooled for that decade. This was, in my opinion, very good for the internet as it was an era not suffocating under the grip of mega-corporation oligarchs and was, instead, filled with Club Penguin and I Can Haz Cheezburger websites.
Then around the 2010-2012 years, a few things happened. Interest rates got low, and then lower. Facebook got huge. The iPhone took off. And suddenly there was a huge new potential market of internet users and phone-havers, and the cheap money was available to start backing new tech startup companies trying to hop on this opportunity. Companies like Uber, Netflix, and Amazon either started in this time, or hit their ramp-up in these years by shifting focus to the internet and apps.
Now, every start-up tech company dreaming of being the next big thing has one thing in common: they need to start off by getting themselves massively in debt. Because before you can turn a profit you need to first spend money on employees and spend money on equipment and spend money on data centers and spend money on advertising and spend money on scale and and and
But also, everyone wants to be on the ship for The Next Big Thing that takes off to the moon.
So there is a mutual interest between new tech companies, and venture capitalists who are willing to invest $$$ into said new tech companies. Because if the venture capitalists can identify a prize pig and get in early, that money could come back to them 100-fold or 1,000-fold. In fact it hardly matters if they invest in 10 or 20 total bust projects along the way to find that unicorn.
But also, becoming profitable takes time. And that might mean being in debt for a long long time before that rocket ship takes off to make everyone onboard a gazzilionaire.
But luckily, for tech startup bros and venture capitalists, being in debt in the 2010's was cheap, and it only got cheaper between 2010 and 2020. If people could secure loans for ~3% or 4% annual interest, well then a $100,000 loan only really costs $3,000 of interest a year to keep afloat. And if inflation is higher than that or at least similar, you're still beating the system.
So from 2010 through early 2022, times were good for tech companies. Startups could take off with massive growth, showing massive potential for something, and venture capitalists would throw infinite money at them in the hopes of pegging just one winner who will take off. And supporting the struggling investments or the long-haulers remained pretty cheap to keep funding.
You hear constantly about "Such and such app has 10-bazillion users gained over the last 10 years and has never once been profitable", yet the thing keeps chugging along because the investors backing it aren't stressed about the immediate future, and are still banking on that "eventually" when it learns how to really monetize its users and turn that profit.
The pandemic in 2020 took a magnifying-glass-in-the-sun effect to this, as EVERYTHING was forcibly turned online which pumped a ton of money and workers into tech investment. Simultaneously, money got really REALLY cheap, bottoming out with historic lows for interest rates.
Then the tide changed with the massive inflation that struck late 2021. Because this all-gas no-brakes state of things was also contributing to off-the-rails inflation (along with your standard-fare greedflation and price gouging, given the extremely convenient excuses of pandemic hardships and supply chain issues). The federal reserve whipped out interest rate hikes to try to curb this huge inflation, which is like a fire extinguisher dousing and suffocating your really-cool, actively-on-fire party where everyone else is burning but you're in the pool. And then they did this more, and then more. And the financial climate followed suit. And suddenly money was not cheap anymore, and new loans became expensive, because loans that used to compound at 2% a year are now compounding at 7 or 8% which, in the language of compounding, is a HUGE difference. A $100,000 loan at a 2% interest rate, if not repaid a single cent in 10 years, accrues to $121,899. A $100,000 loan at an 8% interest rate, if not repaid a single cent in 10 years, more than doubles to $215,892.
Now it is scary and risky to throw money at "could eventually be profitable" tech companies. Now investors are watching companies burn through their current funding and, when the companies come back asking for more, investors are tightening their coin purses instead. The bill is coming due. The free money is drying up and companies are under compounding pressure to produce a profit for their waiting investors who are now done waiting.
You get enshittification. You get quality going down and price going up. You get "now that you're a captive audience here, we're forcing ads or we're forcing subscriptions on you." Don't get me wrong, the plan was ALWAYS to monetize the users. It's just that it's come earlier than expected, with way more feet-to-the-fire than these companies were expecting. ESPECIALLY with Wall Street as the other factor in funding (public) companies, where Wall Street exhibits roughly the same temperament as a baby screaming crying upset that it's soiled its own diaper (maybe that's too mean a comparison to babies), and now companies are being put through the wringer for anything LESS than infinite growth that Wall Street demands of them.
Internal to the tech industry, you get MASSIVE wide-spread layoffs. You get an industry that used to be easy to land multiple job offers shriveling up and leaving recent graduates in a desperately awful situation where no company is hiring and the market is flooded with laid-off workers trying to get back on their feet.
Because those coin-purse-clutching investors DO love virtue-signaling efforts from companies that say "See! We're not being frivolous with your money! We only spend on the essentials." And this is true even for MASSIVE, PROFITABLE companies, because those companies' value is based on the Rich Person Feeling Graph (their stock) rather than the literal profit money. A company making a genuine gazillion dollars a year still tears through layoffs and freezes hiring and removes the free batteries from the printer room (totally not speaking from experience, surely) because the investors LOVE when you cut costs and take away employee perks. The "beer on tap, ping pong table in the common area" era of tech is drying up. And we're still unionless.
Never mind that last part.
And then in early 2023, AI (more specifically, Chat-GPT which is OpenAI's Large Language Model creation) tears its way into the tech scene with a meteor's amount of momentum. Here's Microsoft's prize pig, which it invested heavily in and is galivanting around the pig-show with, to the desperate jealousy and rapture of every other tech company and investor wishing it had that pig. And for the first time since the interest rate hikes, investors have dollar signs in their eyes, both venture capital and Wall Street alike. They're willing to restart the hose of money (even with the new risk) because this feels big enough for them to take the risk.
Now all these companies, who were in varying stages of sweating as their bill came due, or wringing their hands as their stock prices tanked, see a single glorious gold-plated rocket up out of here, the likes of which haven't been seen since the free money days. It's their ticket to buy time, and buy investors, and say "see THIS is what will wring money forth, finally, we promise, just let us show you."
To be clear, AI is NOT profitable yet. It's a money-sink. Perhaps a money-black-hole. But everyone in the space is so wowed by it that there is a wide-spread and powerful conviction that it will become profitable and earn its keep. (Let's be real, half of that profit "potential" is the promise of automating away jobs of pesky employees who peskily cost money.) It's a tech-space industrial revolution that will automate away skilled jobs, and getting in on the ground floor is the absolute best thing you can do to get your pie slice's worth.
It's the thing that will win investors back. It's the thing that will get the investment money coming in again (or, get it second-hand if the company can be the PROVIDER of something needed for AI, which other companies with venture-back will pay handsomely for). It's the thing companies are terrified of missing out on, lest it leave them utterly irrelevant in a future where not having AI-integration is like not having a mobile phone app for your company or not having a website.
So I guess to reiterate on my earlier point:
Drowned rats. Swimming to the one ship in sight.
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agentromanoffsir · 1 year
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neocities guide - why you should build your own html website
do you miss the charm of the 90s/00s web where sites had actual personality instead of the same minimalistic theme? are you feeling drained by social media and the constant corporate monopoly of your data and time? do you want to be excited about the internet again? try neocities!!
what is neocities?
neocities is a free hosting website that lets you build your own html website from scratch, with total creative control. in their own words: "we are tired of living in an online world where people are isolated from each other on boring, generic social networks that don't let us truly express ourselves. it's time we took back our personalities from these sterilized, lifeless, monetized, data mined, monitored addiction machines and let our creativity flourish again."
why should I make my own website?
web3 has been overtaken by capitalism & conformity. websites that once were meant to be fun online social spaces now exist solely to steal your data and sell you things. it sucks!! building a personal site is a great way to express yourself and take control of your online experience.
what would I even put on a website?
the best part about making your own site is that you can do literally whatever the hell you want! focus on a specific subject or make it a wild collection of all your interests. share your art! make a shrine for one of your interests! post a picture of every bird you see when you step outside! make a collection of your favorite blinkies! the world is your oyster !! here are some cool example sites to inspire you: recently updated neocities sites | it can be fun to just look through these and browse people's content! space bar | local interstellar dive bar creature feature | halloween & monsters big gulp supreme peanutbuttaz | personal site dragodiluna linwood | personal site patho grove | personal site
getting started: neocities/html guide
sound interesting? here are some guides to help you get started, especially if you aren't familiar with html/css sadgrl.online webmastery | a fantastic resource for getting started with html & web revival. also has a layout builder that you can use to start with in case starting from scratch is too intimidating web design in 4 minutes | good for learning coding basics w3schools | html tutorials templaterr | demo & html for basic web elements eggramen test pages | css page templates to get started with sadgrl background tiles | bg tiles rivendell background tiles | more free bg tiles
fun stuff to add to your site
want your site to be cool? here's some fun stuff that i've found blinkies-cafe | fantastic blinkie maker! (run by @transbro & @graphics-cafe) gificities | internet archive of 90s/00s web gifs internet bumper stickers | web bumper stickers momg | gif gallery 99 gif shop | 3d gifs 123 guestbook | add a guestbook for people to leave messages cbox | add a live chat box moon phases | track the phases of the moon gifypet | a little clickable page pet adopt a shroom | mushroom page pet tamaNOTchi | virtual pet crossword puzzle | daily crossword imood | track your mood neko | cute cat that chases your mouse pollcode | custom poll maker website hit counter | track how many visitors you have
web revival manifestos & communities
also, there's actually a pretty cool community of people out there who want to bring joy back to the web! melonland project | web project/community celebrating individual & joyful online experiences. Also has an online forum melonland intro to web revival | what is web revival? melonking manifesto | status cafe | share your current status nightfall city | online community onio.cafe | leave a message and enjoy the ambiance sadgrl internet manifesto | yesterweb internet manifesto | sadly defunct, still a great resource reclaiming online social spaces | great manifesto on cultivating your online experience
in conclusion
i want everyone to make a neocities site because it's fun af and i love seeing everyone's weird personal sites that they made outside of the control of capitalism :) say hi to me on neocities
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rudrasonline · 3 months
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Big Data Courses Online
Join Rudras Online's best and certified Big Data Courses Online that give individual knowledge and skills to handle and analyze large volumes of data that are too complex for traditional data processing methods. Our courses include video lectures, interactive learning materials, coding exercises, and real-world projects.
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scholarnest · 3 months
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From Beginner to Pro: The Best PySpark Courses Online from ScholarNest Technologies
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Are you ready to embark on a journey from a PySpark novice to a seasoned pro? Look no further! ScholarNest Technologies brings you a comprehensive array of PySpark courses designed to cater to every skill level. Let's delve into the key aspects that make these courses stand out:
1. What is PySpark?
Gain a fundamental understanding of PySpark, the powerful Python library for Apache Spark. Uncover the architecture and explore its diverse applications in the world of big data.
2. Learning PySpark by Example:
Experience is the best teacher! Our courses focus on hands-on examples, allowing you to apply your theoretical knowledge to real-world scenarios. Learn by doing and enhance your problem-solving skills.
3. PySpark Certification:
Elevate your career with our PySpark certification programs. Validate your expertise and showcase your proficiency in handling big data tasks using PySpark.
4. Structured Learning Paths:
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5. Specialization in Big Data Engineering:
Our certification course on big data engineering with PySpark provides in-depth insights into the intricacies of handling vast datasets. Acquire the skills needed for a successful career in big data.
6. Integration with Databricks:
Explore the integration of PySpark with Databricks, a cloud-based big data platform. Understand how these technologies synergize to provide scalable and efficient solutions.
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Learn from the best! Our courses are crafted by top-rated data science instructors, ensuring that you receive expert guidance throughout your learning journey.
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Enroll in our online PySpark courses and access a wealth of knowledge from the comfort of your home. Flexible schedules and convenient online platforms make learning a breeze.
Whether you're a data science enthusiast, a budding analyst, or an experienced professional looking to upskill, ScholarNest's PySpark courses offer a pathway to success. Master the skills, earn certifications, and unlock new opportunities in the world of big data engineering! 
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prashanth94 · 8 months
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1stepgrow · 1 year
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6 Must-Know Facts about Data Scientists
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This infographic highlights six important facts about data scientists that everyone should know. It describes the unique skill set of data scientists, the industries they work in, their problem-solving abilities, and their constant need to learn new techniques and tools. The infographic also notes that data scientists work with large data sets and are in high demand in today's data-driven world. Overall, this infographic provides a concise and informative overview of the key aspects of data science and why it is such an important field in today's economy. For more information, visit: 1stepGrow
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violainebriat · 2 months
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It's a bit weird typing out a full post here on tumblr. I used to be one of these artists that mostly focused on posting only images, the least amount of opinions/thoughts I could share, the better. Today, the art world online feels weird, not only because of AI, but also the algorithms on every platform and the general way our craft is getting replaced for close to 0 dollars. This website was a huge instrument in kickstarting my career as a professional artist, it was an inspiring place were artists shared their art and where we could make friends with anyone in the world, in any industries. It was pretty much the place that paved the way as a social media website outside of Facebook, where you could search art through tags etc. Anyhow, Tumblr still has a place in my heart even if all artists moved away from it after the infamous nsfw ban (mostly to Instagram and twitter). And now we're all playing a game of whack-a-mole trying to figure out if the social media platform we're using is going to sell their user content to AI / deep learning (looking at you reddit, going into stocks). On the Tumblr side, Matt Mullenweg's interviews and thoughts on the platform shows he's down to use AI, and I guess it could help create posts faster but then again, you have to click through multiple menus to protect your art (and writing) from being scraped. It's really kind of sad to have to be on the defensive with posting art/writing online. It doesn't even reflect my personal philosophy on sharing content. I've always been a bit of a "punk" thinking if people want to bootleg my work, it's like free advertisement and a testament to people liking what I created, so I've never really watermarked anything and posted fairly high-res version of my work. I don't even think my art is big enough to warrant the defensiveness of glazing/nightshading it, but the thought of it going through a program to be grinded into a data mush to be only excreted out as the ghost of its former self is honestly sort of deadening.
Finally, the most defeating trend is the quantity of nonsense and low-quality content that's being fed to the internet, made a million times easier with the use of AI. I truly feel like we're living what Neil Postman saw happening over 40 years ago in "amusing ourselves to death"(the brightness of this man's mind is still unrivaled in my eyes).
I guess this is my big rant to tell y'all now I'm gonna be posting crunchy art because Nightshade and Glaze basically make your crispy art look like a low-res JPEG, and I feel like an idiot for doing it but I'm considering it an act of low effort resistance against data scraping. If I can help "poison" data scrapping by wasting 5 minutes of my life to spit out a crunchy jpeg before posting, listen, it's not such a bad price to pay. Anyhow check out my new sticker coming to my secret shop really soon, and how he looks before and after getting glazed haha....
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gentlebeardsbarngrill · 3 months
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02/12/2024 Daily OFMD Recap
TLDR; Parrot Analytics; Cast & Crew; Kristian Nairn; Nathan Foad; Erroll Shand; Trends and Stats; V-Day Video for Prime; In person events and Watch Party reminders; People of Earth; WooAsACrew; Kudoboard for Cast & Crew Update; Love Notes; Daily Darby; Tonight's Taika; Well folks, it was another busy busy day. I apologize, I'm a bit exhausted today so I'll be making this quicker than normal.
== Parrot Analytics ==
Some Q4 data was released by Parrot Analytics for HBO and Max and as you can probably imagine, this made most of the internet explode. Referencing @adoptourcrew here since they did a great bit of research.
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SRC: HBO's Most Popular Shows - hidden behind Paywall
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== UK How You Can Help==
Below are actions to do every day to capitalise on #OurFlagBBC! More info below on how to use YouGov. Tumblr
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=Cast & Crew Sightings=
= Wee John Wondays ==
I think everyone's favorite part of the day was when Nathan Foad appeared on Wee John Wonday's. He is by far one of the best guests ever.
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Please go watch the whole damn live, but if you don't have time right now. Here's a clip from our fabulous friend @edscuntyeyeshadow who recorded it for us, I have just left it on repeat so I can continue to laugh.
A few quotes/highlights in case you can't watch anything right now:
Highlights:
Kristian's Garage Fire
Nathan's Writing
Nathan was VERY sick at the beginning of filming S2, Sick AF and had to learn how to roll and smoke cigarettes.
Nathan was not aware he was on camera when the sandwich hit him in the face.
Gypsy made him a jacket to wear IRL that matched his gorgeous one in the show (Gypsy is the best)
Nathan's favorite scene was the one with Matt Maher with the Art on the Wall.
Kristian's favorite scene was the one with Con O'Neill and asking to put on make up
Quotes:
"NOT TO BE A BIG THING RIGHT NOW BUT I AM" - Nathan
"Sniffed the air like a fox in heat" - Kristian
"You little gay bitch" - Nathan
"Mid town special" - Nathan, as Kristian
"Im a horrible un wanted nipple twister" - Kristian
"Needy puffs" - Nathan
== Erroll Shand ==
As usual our dear friend Erroll is out here really pushing the SaveOFMD material/data.
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== Trends and Stats ==
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== Valentine's Day Video For Prime ==
It’s Monday, which means it’s time to send Prime Video all our love ! Let’s #WooAsACrew 🐙💜 Vocals: ferventrabbit on Twitter Video: Giulianaazr on Twitter
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== Event and Watch Party Reminders! ==
= OFMD Matelotage Processional =
Tues Feb 13: 8-11 am at: Kismet Salon 4111 W Olive Ave. Burbank CA 91505
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If you show up-- you get free stickers!
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= People of Earth Watch Party =
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People of Earth Season 1: Episodes 3 and 4 tomorrow! If you don't have access reachout to @iamadequate1!
10 PM GMT / 5 PM EST / 4 PM CST / 2 PM PST
#PiratesOfEarth
#SaveOFMD
#AdoptOurCrew
= WooAsACrew =
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Tue 13: Send @netflix some love!
== Cast & Crew Kudoboard ==
Hey all, I already made a short post about it but the Kudoboard was overrun by some absolute twats today so I had to lock it down with a password. If you'd like to still submit something to the cast and crew that's still doable, you'll just need the pw. Please just DM me here or twitter, or Instagram, or wherever you can find me or the @saveofmdcrewmates folks also have it. We will be sending it off / locking it on Valentine's day early morning so please reach out prior!
== Love Notes ==
Hey lovelies, I am really low on spoons tonight so I'm gonna let some other folks send you love on my behalf. See you tomorrow, all the love. <3
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== Daily Darby / Tonight's Taika ==
Tonight's gifs are courtesy of:
Taika: @chrysalis-writes and Rhys: @thunderwingdoomslayer
Happy Murray Monday and Enjoy tomorrow's Taika Tuesday!
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egelskop · 4 months
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i am so interested in ur hlvrai au can we get a rundown
oh boy, this is going under a readmore.
fair warning, this is a LONG read because (1.) i am not a competent writer and (2.) i can't for the life of me keep things brief. sorry and or good luck.
ACT I
The Black Mesa incident: Gordon Freeman is provided an opportunity to do an informal beta test for a combat training simulation program that's in development in the Research & Development department of the Black Mesa Research Facility. (Read: He knows a guy in R&D and said guy knows Gordon likes video games and VR stuff, so he was like "hey you should come check this out when you're on break.")
The combat sim would be a revolutionary training simulation using artificial intelligence to enhance and realize the experience for the ‘player character’.
The test goes wrong, and Gordon can’t seem to disengage from the simulation and odd, unscripted things start happening; he has to ‘play the game’ to its full completion before he is able to exit the simulation safely. He has suffered a brain injury throughout the process, eye damage due to prolonged exposure to the headset and is generally traumatized by the simulation experience he at some point could no longer physically and emotionally distinguish from the real world. The project as a whole is shut down and Gordon is put into a rehabilitation program. Black Mesa covers up the incident as best it can, but whispers of it still echo around the facility.
Below is a page for a two-page comic i never finished detailing said events.
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ACT II
The rumors reach the ears of a particularly tech-savvy researcher named Clark, who steals the project documentation and anything else he can get his hands on from a storage. At home, he looks into the project, reads about it, and gets curious about the simulation’s files themselves. They’re on a drive he plugs into his computer, and suddenly his system’s performance lags, windows open and close until a txt. file opens up. He comes into contact with one of the simulation’s AI that has somehow entered his operating system. He tries to keep it busy by having it poke around as he reads up on the simulation and its ultimate shutdown. When the AI reveals it can see him through the webcam, he panics and rips the drive out of the port. The invasive AI and the other project files seems like they’re gone from his system, he does a checkup but sees nothing odd running or otherwise. The next day after work he does another checkup. Finding nothing, he surmises he’s in the clear and starts up an online game. The slumbering, corrupted data of the AI sees its out, and disappears into the game.
ACT III
The transition/journey to the game is a rocky one, and the already corrupted data of the AI known as Benrey splits and gets even more fragmented. The largest fragment embeds itself into the game’s files to keep itself running. Without the foundation of the game to support it, it’d be lost to a dead void and slowly die out. Somewhat stable, it learns about the world around it; the game seems to be an exploration sandbox game. For now (and clarity), I’ve chosen to call this bigger, embedded fragment ‘Data’. (so this is the big benny with the right eye/one big eye in my art)
Data splits off a smaller fragment of itself, intending it to be an avatar or ‘player character’ but this grows into its own awareness and becomes who we’ll call ‘Beastrey’ (the smaller benny with the left eye and tail in my art).
The fragment ‘Beastrey’ wakes to a dead void, so Data uses its knowledge to create a private server for Beastrey, an empty world. Beastrey’s existence is an extension of the bigger part, with more freedom of movement to parse through the game and move freely within it, with the caveat that it can’t go ‘too far’ away from the host. Beastrey can visit other servers and relay information. Data learns and slowly starts building up the world/private server, at some point settling for an aquatic world because it reminds it of itself (something something sea of data). It's important to note that Beastrey retains little to no memories of the events of canon VRAI.
Data makes it easier for Beastrey to move around, and they grow to have more reach with time. At some point Data can alter the basic structural elements of the game, so it plays around with making things that are reminiscent of the memories it has of Black Mesa and Xen. At one point, it gains access to parse through the player base of the game, and takes note of an email address: ‘[email protected]’, attached to a player account. The name is somewhat familiar to it.
It sends an invite to join the server to the player account.
ACT IV
Gordon tries going back to work at Black Mesa after rehabilitating, but he has trouble separating his experiences with the simulation from reality, to a breaking point where an altercation with a security guard drives him to quit. He seeks professional help for his PTSD and anxiety, but still experiences dissociative episodes, migraines and somatic flashbacks localised mostly in his right forearm. Despite this, he is determined to continue living his life as normally as possible. He applies for a part-time job teaching physics at a local high school, the one where his son Joshua goes to, and remains relatively stable from there.
Joshua is 15 years old. Regular teen. After an impressive amount of pleading he got a VR-headset for his 14th birthday from Gordon (much to the disapproval of Gordon’s ex), and he’s been captivated by an exploration sandbox game since it came out a few months ago.
He gets an invite to an unnamed private server, and he accepts.
He is struck with awe as the world he enters seems completely different from the ones he’s seen so far in the game. Different flora, different fauna. Most of it uninteractible, though, or otherwise just retextured from its base game variant. Even the new enemy types, after a scare, can’t actually hurt him, it seems. He stumbles upon Beastrey, who is just as surprised to see him and wants him out until Joshua says he was invited.
Joshua commends Beastrey (who introduces himself as 'Ben-') on ‘modding’ everything in, but admits that he was disappointed to find that everything was just surface-level stuff. Beastrey inquires about what he’d like to see. Data is always watching, unseen, and decides to alter the world in the way Joshua described when Joshua leaves.
Joshua starts appearing more often, if only for a few hours at a time. He marvels at the ways the world shifts and grows with each time he plays, and takes to exploring it with Beastrey at his side, for whom strangely enough a lot of things are also new. Joshua teaches both Beastrey and Data about the outside world, thinking Beastrey is just a somewhat reclusive but likeable weirdo.
Joshua tells Gordon about the new friend he made, ‘Ben’, and the adventures he’s been having with the other. Gordon is happy to hear Joshua is having a good time, but is otherwise none the wiser. Joshua starts losing track of time in the game, but chalks it up to being invested.
During one play session, Beastrey confesses he isn’t the one who did all the ‘modding’, and invites Joshua to meet Data. Data, or at least its ‘physical’ in-game manifestation is deep within the world, past the aquatic twilight zone and strange, drowned ruins of an unknown facility. Data, for the first time, really sees Joshua, and the resemblance sparks something within it. Joshua is drawn closer to it, and just before he reaches it-
Joshua wakes up lying on the floor with Gordon hunched over him in his room, pleading with him to wake up. Joshua unknowingly got drawn into the game much like Gordon had been, and Gordon urges Joshua to never touch the headset again, taking it away. Gordon opens up about his experiences with the simulation a bit more. They both agree to not touch the game or the headset again.
ACT V
Gordon comes into contact with an old coworker from Black Mesa, and he inquires about the combat simulation project, if anything happened to it after it was canned. This is where he learns that an employee had taken the project files from storage and was consequently fired. He comes into contact with Clark, and Clark explains he had no idea he accidentally unleashed the AI unto the game. Gordon asks if anything can be done to prevent what happened to Joshua and himself from happening to other people. Clark confesses he doesn’t know, and that it’s up to the developers of the game to find anything out of place and make sure it gets fixed. Gordon decides to leave the matter where it lies, not wanting anything to do with AI and simulations anymore and to safeguard his son.
Some time passes.
Joshua starts getting repeated invites and messages, at one point he gets into a conversation with ‘Ben’ via a platform’s messaging system. Ben says he can explain everything, that he’s sorry. Joshua decides he would like one final goodbye. He finds the headset stashed away somewhere in the house, and, while Gordon’s gone, he turns on the game and enters the server.
Beastrey (Ben) is surprised to see him, urging him to log out and turn off the game, but it’s already too late and Joshua can no longer leave. Beastrey helps Joshua attempting to ‘exit’ the game by going as far away from Data’s reach, but Data stops Beastrey and traps Joshua, determined to wait to the point that he assimilates into the game completely.
Gordon eventually finds Joshua comatose with the headset on, and he panics. He considers calling the emergency services, but he’s afraid they’ll take the headset off or that removing Joshua too far from the game will hurt his son like what happened to him. He calls Clark, urging him to help in any way he can. This results in Gordon and Clark going back to Black Mesa to retrieve the project files and the other gear they can get their hands on to get Gordon into the game to free his son.
Gordon enters the private server with Clark’s player character, and thwarts any attempt from Data to impede his progress and trap him as well. Beastrey’s awareness is overridden by Data as a last ditch effort to deter Gordon and Gordon is forced to destroy Beastrey before he can reach Data. As Beastrey is taken over, Data gains Beastrey’s awareness, and finds his other, littler half never wanted to trap Joshua in the first place, and the way it hurt him to hurt both Joshua and Gordon to this extent.
At this point, Data wavers in its intention to keep Joshua trapped, even more so with Beastrey now gone, and recognises whatever it is that is driving Gordon forward in the game is outside of his control to manipulate, so he lets Gordon destroy it as well. In a way, it also feels as a fulfillment of its intended role as the ‘villain’. The server crashes, the world breaks apart. The ‘game’ is completed.
The final boss is defeated and both Gordon and Joshua wake up. Joshua luckily wasn’t exposed long enough to have suffered any lasting damage, except for what seems to be a minor headache and some light sensitivity (and a vow from Gordon to get him checked out by a doctor as soon as the clinics open).
--
The whole ordeal results in Clark, Gordon and Joshua sitting in a Denny’s at four in the morning, eating pancakes somewhat solemnly, completely exhausted but also still reeling from the virtual battle. Joshua learns that ‘Ben’ essentially died, and he can’t help but cry for his friend.
“Honestly, I don’t think he’s gone,” Gordon admits, picking at the last bites of his pancakes. "I think he- or whatever that was, has a hard time staying dead. Like a cockroach, you know? At this point I’m just wondering when he’ll turn up again.”
Clark hums in agreement. Joshua seems somewhat reassured by his words, wiping at his eyes with the scratchy napkin as he settles into the squeaking diner seat.
“But,” he starts with a sigh, pointing his syrup-covered fork upwards to the ceiling in a decree, “One thing’s for certain…”
He thinks back to a time rife with virtual gunfire, caging walls and hysterical laughter echoing through the halls of the Black Mesa research facility. Five sets of footsteps and a whisper of his name.
“…No more VR. No more headsets. Ever.”
--
TL;DR: Gordon got trapped in VR and then Joshua also got trapped in VR. Benrey is there but also not.
thank you for reading. here. ( x ‿ o ) 🫴
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wonderwithin-us · 10 months
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The dream you're looking for is in the work you're avoiding ✧・゚: *✧・゚:*
Guess who got their phone broken 💗 but it's alright, it's all ok now & I noted down all I did in the past 3 days. My exams were a little bad, really bad to be completely honest, but it's alright, it was my first time giving exams this semester and I learnt what I need to do.
11th of July, 2023 💕
100 days of productivity — day 5, week 1
Economic exam preparation ~ I was so confused, there were so many concepts I'd missed because of my sickness but I tried YouTube and notes online. Procrastination really did get the best of me. I need to lessen my use of insta, seriously, I think Tumblr is more safe in that regard.
Microeconomics — Introduction & Consumer's Equilibrium
Statistics — Introduction & Organisation of Data
I need to work on my graphs, practice more and overall concepts of microeconomics. Also, clear up my concepts on stats. It's easy, but revision is needed.
.・。.・゜✭・.・✫・゜・。.
12th of July, 2023
100 days of productivity — day 6, week 1
Economics exam, yikes. Next exam was Psych the next day, so I was really nervous because I wanted to score well in it! ❣️
However.
Procrastination got to me, again. I studied for a while then thought it was too easy and I could do it at night, which, evidently, I couldn't.
I think rather than seeing easy topics as something to skip studying or take easy, I should put more effort in them so I can get them perfect and let it pay back to me.
What is Psychology? & Methods of Enquiry
I need to work on my basic concepts, esp in ch-2, and notes. Visual learning works best for me, and making my own notes is essential to my learning 📖
.・。.・゜✭・.・✫・゜・。.
13th of July, 2023
100 days of productivity — day 7, week 1
Dear god, I think my psych exam was the most terrible. Which hurt me the most.
I really did lose hope after this. Not only did my incredibly unclear concepts and no notes not help, but the exam was extremely tough, the questions were really vague and I didn't understand them, and the worst of all, I literally forgot I had a whole section to do as objective even after rechecking. I lost 5 marks from that, maybe more.
That really hurt.
Tomm was English exam! I had seen what had happened in the last papers, so I really worked hard here.
I mostly focused on literature, since the creative writing formats were mostly very easy and took less than an hour.
Chapters with details are hard!
Anyways, I was really anxious until the end, and kept a few detailed chapters to the morning after to revise.
I really need to work on studying chapters I've missed before the exams come. It was so messy and frustrating trying to understand all these chapters with online notes and summaries, especially when the chapters are so open ended and the teacher is so strict with answers 💌
.・。.・゜✭・.・✫・゜・。.
14 of July, 2023
100 days of productivity — day 8, week 2
WAR!!! IS!!! OVER!!!!
Final exam day, I was nervous but it was actually quite alright!
I absolutely need to work on my speed, though.
Also, I almost always exceeded the word limit in answers. So, I need to practice my creative writing more, not just in my head, but actually on paper, and be more perfectionist in my answers in literature.
I went out with my big brother to eat street food and it was all very lovely 🍝
I also wrote a lot of poetry, which I'm really quite proud of. I also received some really good news! 💕
New week! The first week was really, really overwhelming, and I don't want my future self to end up like that again. It was exhausting and hurtful and I want to get better.
In the end, I've got a lot of stuff to work with and I'm really proud of my self to survive all this! ✧・゚: *✧・゚:* I hope nothing but peace upon my future.
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sunshinesmebdy · 2 months
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Moon in Sagittarius: Bold Moves and Financial Optimism in Business
The Moon, in astrology, represents our emotions, intuition, and sense of security. When it transits through the fiery sign of Sagittarius, a spirit of optimism and adventure takes hold. We become more expansive in our thinking, eager to explore new frontiers and take calculated risks. This can be a potent time for business and finance, as it fuels our drive for growth and fosters a “big picture” perspective.
Positive Influences for Business
Innovation and Expansion: The Moon in Sagittarius ignites our creative spark. This is a prime time to brainstorm new ideas, launch ventures, or explore uncharted territories in your business. The Moon’s transit through Sagittarius ignites a potent blend of optimism, curiosity, and a thirst for adventure. This unique astrological alignment can be a game-changer for businesses, particularly when it comes to innovation and expansion. Let’s delve deeper into how you can harness this dynamic energy:
Unleashing the Creative Spark:
Brainstorming sessions: The Moon in Sagittarius sparks unconventional thinking and out-of-the-box solutions. Gather your team for brainstorming sessions, encouraging open communication and free-flowing ideas. Don’t be afraid to consider seemingly “out there” concepts — some of the most groundbreaking innovations stemmed from challenging the status quo.
Embrace new perspectives: Encourage diverse perspectives within your team. Sagittarius thrives on exploration and learning from different viewpoints. Consider collaborating with individuals from outside your industry or conducting market research to gain fresh insights and identify new opportunities.
Launching New Ventures:
Market testing: The Moon in Sagittarius fosters a willingness to take calculated risks. If you’ve been contemplating launching a new product, service, or even an entirely new business venture, this period might be the green light you’ve been waiting for. Conduct thorough market research to mitigate risks, but don’t be afraid to take the leap when the data aligns with your vision.
Piloting and testing: Embrace experimentation. Pilot your new venture on a smaller scale before committing full resources. This allows you to refine your approach, gather valuable feedback, and minimize potential losses while maximizing the chances of success.
Exploring Uncharted Territories:
Entering new markets: Sagittarius is associated with expansion and global thinking. If you’ve been considering entering new markets, domestically or internationally, this transit can provide the impetus to move forward. Conduct thorough research on the target market, comply with local regulations, and build strategic partnerships to increase your chances of success.
Investing in new technologies: The Moon in Sagittarius encourages embracing innovation. Explore how emerging technologies can be integrated into your business operations to improve efficiency, reach new customers, or streamline processes. Remember, conduct due diligence and weigh the potential benefits against the risks before making any significant investments.
Networking and Collaboration: Sagittarius thrives on connection. Leverage this energy to network with potential partners, build relationships with clients, and expand your reach. The Moon’s journey through Sagittarius ignites a fire within us, urging us to connect, collaborate, and expand our horizons. This period is exceptionally well-suited for networking, building relationships, and expanding your reach in the business world. Here’s how to leverage this cosmic energy:
Networking Events:
Attend industry gatherings and conferences: The Moon in Sagittarius fuels your desire to connect with like-minded individuals. Attend industry events, conferences, or trade shows to broaden your network, meet potential partners, and stay up-to-date on industry trends.
Seek out online communities: Sagittarius thrives in vibrant online spaces. Join industry-specific forums, online groups, or social media communities to connect with professionals from around the world, share ideas, and build relationships.
Building Strong Client Relationships:
Focus on building rapport: Sagittarius values authentic connection. Take the time to understand your clients’ needs and build genuine relationships with them. This fosters loyalty and trust, leading to long-term business partnerships.
Host networking events: Organize client appreciation events or industry meet-and-greets. This provides a platform to connect with clients on a personal level, strengthen relationships, and build a sense of community.
Expanding Your Reach:
Collaborate with complementary businesses: Sagittarius seeks synergy and collaboration. Partner with businesses that complement your offerings to expand your reach and tap into new customer segments. Ensure the collaboration is mutually beneficial and aligns with your overall business strategy.
Explore strategic partnerships: Look for opportunities to partner with established organizations in your industry. This can lend credibility to your business, open doors to new markets, and accelerate your growth.
Financial Optimism: The Moon in Sagittarius fosters a sense of abundance and optimism regarding finances. You might be more receptive to investments or feel a surge in confidence when negotiating deals. The Moon’s transit through the sign of Sagittarius brings a wave of optimism not just to business ventures but also to our financial outlook. This doesn’t necessarily translate to guaranteed riches, but it does create a positive mindset that can be harnessed to make sound financial decisions. Let’s explore how this manifests:
Sense of Abundance:
Increased belief in prosperity: The Moon in Sagittarius fosters a positive outlook on the future. This can lead to a stronger belief in our ability to achieve financial goals, motivating us to take calculated risks and pursue opportunities for growth.
Gratitude for what you have: Sagittarius is associated with appreciation and gratitude. By acknowledging our current blessings, we shift our focus from what we lack to the abundance that already exists in our lives. This positive mindset attracts more positive results, fostering a cycle of abundance.
Openness to Investments:
Exploring new opportunities: The Moon in Sagittarius encourages us to step outside our comfort zones and explore new avenues. This can translate to increased willingness to consider investments that may have previously seemed intimidating.
Thorough research remains key: While the optimistic energy is positive, it’s crucial to conduct thorough research before making any investment decisions. Understand the risks involved, consult with financial advisors, and make informed choices based on your personal financial goals and risk tolerance.
Confidence in Negotiations:
Stronger negotiation skills: The Moon in Sagittarius instills a sense of confidence and self-belief. This can enhance your negotiation skills, allowing you to advocate for yourself and your business more effectively when it comes to pricing, contracts, or other financial negotiations.
Maintaining ethical principles: While confidence is crucial, maintain ethical integrity and avoid manipulating others. Focus on win-win solutions that benefit all parties involved, fostering long-term partnerships and building trust.
Tips for Harnessing the Moon in Sagittarius Energy
Think Big: Don’t be afraid to set ambitious goals. This transit encourages us to dream large and take calculated risks. The Moon’s sojourn through Sagittarius ignites a potent cocktail of optimism, courage, and a yearning for adventure. This astrological alignment is a prime time to set ambitious goals and step outside your comfort zone to achieve them. Here’s how to harness this powerful energy for audacious accomplishments:
Unleashing Your Inner Visionary:
Dream big: Sagittarius is all about thinking expansive and setting audacious goals. Don’t be afraid to dream big for your business or personal finances. What would your ideal scenario look like? What audacious goals can excite and motivate you? Write them down, visualize them vividly, and allow yourself to believe in their attainability.
Break down the big goals: While dreaming big is essential, it’s equally important to have a roadmap to success. Break down your long-term goals into smaller, achievable milestones. This will make them seem less daunting and provide a clear path forward.
Calculated Risks for Big Rewards:
Embrace calculated risks: The Moon in Sagittarius encourages us to be bold and take calculated risks. Don’t let the fear of failure hold you back. Analyze potential risks, create a contingency plan, and take a measured leap of faith towards your ambitious goals. Remember, sometimes the greatest rewards lie just beyond our comfort zones.
Don’t be reckless: While calculated risks are encouraged, avoid being reckless. Sagittarius may nudge you to be impulsive, but it’s important to strike a balance between boldness and prudence. Carefully consider the potential consequences before taking any significant actions.
Fueling Your Ambition with Knowledge:
Knowledge is power: The centaur, Sagittarius’s symbol, represents the union of wisdom and the wild archer. Fuel your ambition with knowledge. Research, take courses, and surround yourself with mentors who can guide you on your journey. The more prepared you are, the more confident you’ll feel in taking on ambitious goals.
Embrace Learning: Sagittarius is a lifelong learner. Take this opportunity to expand your knowledge through courses, conferences, or attending industry events. The Moon’s journey through the inquisitive and expansive sign of Sagittarius ignites a burning desire for knowledge and growth. This period is a golden opportunity to embrace lifelong learning and equip yourself with the skills and knowledge necessary to achieve your ambitious goals.
Rekindle Your Inner Student:
Embrace curiosity: Sagittarius is naturally curious and thrives on exploring new concepts and ideas. Reconnect with your inner student and cultivate a genuine curiosity about the world around you. Ask questions, seek out new information, and challenge your existing assumptions.
Lifelong learning mindset: Shift your perspective from viewing learning as a chore to embracing it as a continuous journey of growth and self-discovery. This mindset will keep you motivated and engaged in the learning process.
Explore Diverse Learning Avenues:
Courses and workshops: Enroll in courses or workshops related to your field, personal interests, or specific goals you want to achieve. The vast array of online and offline learning options allows you to tailor your learning experience to your preferences and schedule.
Industry events and conferences: Attend industry events, conferences, or trade shows relevant to your business or profession. These events offer opportunities to learn from experts, network with like-minded individuals, and stay up-to-date on the latest trends and innovations.
Learning Beyond the Classroom:
Read extensively: Sagittarius is drawn to knowledge, and reading can be a powerful tool for expanding your horizons. Explore books, articles, and online resources related to your interests or areas you want to learn more about.
Seek mentors and advisors: Surround yourself with individuals who possess the knowledge and experience you aspire to. Seek mentors or advisors who can guide you on your learning journey, offer valuable insights, and challenge you to think critically.
Delegate and Collaborate: Don’t try to do everything yourself. Leverage the collaborative spirit of Sagittarius by delegating tasks and fostering teamwork within your business. The Moon’s transit through the expansive and collaborative sign of Sagittarius encourages us to move beyond our limitations and achieve more through collaboration. This is a prime time to delegate tasks effectively and leverage the strengths of your team to propel your business forward. Here’s how to harness this powerful energy:
Recognizing the Power of Collaboration:
Strength in numbers: Sagittarius thrives on community and working together towards a common goal. By delegating tasks and collaborating with others, you can tap into a wider range of expertise, perspectives, and energy, leading to more creative and effective solutions.
Building trust and fostering ownership: Effective delegation isn’t just about assigning tasks; it’s about building trust and fostering a sense of ownership among team members. Delegate tasks that align with individuals’ strengths and interests, allowing them to contribute meaningfully and take pride in their work.
Effective Delegation Strategies
Clear communication: Before delegating, ensure clear communication by outlining the task, desired outcomes, and any relevant information. This empowers team members to understand their responsibilities and complete the task successfully.
Empowerment and autonomy: Don’t micromanage. While providing guidance is crucial, trust your team members with the autonomy to execute the task using their best judgment. This fosters creativity, problem-solving skills, and a sense of ownership.
Leveraging Diverse Skills and Perspectives:
Identify individual strengths: Recognize the unique skills and strengths of each team member. Delegate tasks that leverage their individual talents and expertise to maximize efficiency and effectiveness.
Embrace diverse perspectives: Sagittarius values openness to different viewpoints. Encourage brainstorming sessions and open communication to foster a collaborative environment where diverse perspectives are valued and can lead to innovative solutions.
Words of Caution:
Overconfidence: While optimism is good, be wary of becoming overly confident. Do your due diligence before making significant financial decisions. The Moon’s journey through optimistic and adventurous Sagittarius can be a double-edged sword when it comes to finances. While it fosters a positive outlook and increased belief in one’s abilities, it also carries the pitfall of overconfidence. Here’s how to navigate this astrological influence and make sound financial decisions:
Recognizing the Signs of Overconfidence:
Undue optimism: Be wary of unrealistic expectations. While optimism is crucial, don’t let it cloud your judgment regarding potential risks or uncertainties.
Ignoring red flags: Overconfidence can lead to overlooking crucial information or dismissing potential problems. Remain vigilant and don’t ignore any red flags that may arise during your research or decision-making process.
Relying solely on intuition: While intuition can be valuable, it shouldn’t be the sole factor in financial decisions. Always complement your intuition with thorough research and sound financial analysis.
Mitigating the Risks of Overconfidence:
Conduct thorough due diligence: Before making any significant financial decisions, conduct thorough research and due diligence. This involves evaluating investment opportunities, researching companies, and comparing different options to make informed choices.
Seek professional advice: Don’t hesitate to consult with financial advisors or experts for guidance and professional insights. They can help you analyze your financial situation, identify potential risks, and make sound investment decisions.
Maintain a healthy dose of skepticism: Approach any financial opportunity with a healthy dose of skepticism. Question everything, seek different perspectives, and avoid making impulsive decisions based solely on optimism.
Striking a Balance with Optimism:
Channel optimism into preparation: The positive energy of Sagittarius can be channeled into comprehensive planning and preparation. Use your optimism to envision your financial goals but ground them in realistic expectations and thorough research.
Celebrate small wins: Maintaining a positive outlook is crucial. Celebrate your financial successes, no matter how small, to stay motivated and keep your optimism in check.
Learn from past mistakes: Everyone makes financial missteps. Use them as learning experiences to refine your decision-making process and avoid repeating the same mistakes in the future.
Impulsiveness: Sagittarius’ impulsive nature can lead to rash decisions. Take your time, analyze all options, and avoid getting swept away by fleeting enthusiasm. The Moon’s transit through the fiery and adventurous sign of Sagittarius can ignite a spark of impulsiveness. While this energy can be a catalyst for bold action, it can also lead to rash decisions with negative consequences, especially when it comes to business and finances. Here’s how to navigate this astrological influence and make thoughtful choices:
Recognizing the Signs of Impulsiveness:
Urgency to act: Sagittarius’ impulsive nature can manifest as a sudden urge to act without considering all the options. Be wary of decisions made under pressure or driven by a fleeting sense of enthusiasm.
Ignoring potential risks: In the throes of impulsiveness, we might gloss over potential drawbacks or fail to adequately assess risks. Pay attention to any red flags that may arise during your decision-making process.
Overlooking details: The urge to act quickly can lead to neglecting crucial details. Ensure you gather all the necessary information and don’t allow excitement to cloud your judgment regarding the finer points.
Strategies to Curb Impulsiveness:
Implement a waiting period: Before making any significant decision, especially financial ones, impose a waiting period. This allows the initial excitement to subside and provides time for rational analysis and a more balanced perspective.
Seek a second opinion: Discuss your decision with a trusted friend, colleague, or financial advisor. Their objective perspective can help you identify potential blind spots and ensure you’re considering all the angles.
Create a pros and cons list: This classic technique can be a powerful tool during the Moon in Sagittarius transit. Write down the pros and cons of each option, allowing you to weigh the potential benefits and risks in a structured manner.
Channeling the Positive Energy:
Embrace the initial spark: The initial surge of enthusiasm ignited by Sagittarius can be a positive force. Use it to fuel your research and planning process. Channel your excitement into productive action that leads to well-considered decisions.
Transform impulsiveness into action: Sagittarius thrives on taking action. Instead of acting impulsively, transform that energy into productive action based on thoughtful analysis.
Focus on calculated risks: While impulsiveness is discouraged, Sagittarius encourages calculated risks. Once you’ve thoroughly analyzed a situation, don’t be afraid to take a well-measured leap of faith towards your goals.
Neglecting Details: The focus on the big picture might lead to overlooking crucial details. Ensure proper planning and follow-through to avoid pitfalls. The Moon’s journey through Sagittarius, with its emphasis on big ideas and expansive visions, can be a double-edged sword for business ventures. While it fosters innovation and exploration, it can also lead to overlooking crucial details that can derail even the most brilliant plans. Here’s how to strike a balance and ensure your big-picture thinking is supported by meticulous execution:
Recognizing When Details are Neglected:
Rushing the planning process: Sagittarius’ impulsive nature might lead to rushing the planning stage. Ensure you dedicate sufficient time to thoroughly analyze the situation and develop a comprehensive plan that addresses all potential issues.
Overlooking logistical challenges: In the excitement of a new idea, essential logistical details can be easily overlooked. Be mindful of operational challenges, resource limitations, and potential roadblocks that may hinder implementation.
Missing deadlines or overlooking commitments: The focus on the grand vision might lead to neglecting smaller deadlines or commitments. Ensure all tasks and milestones are clearly defined and tracked to maintain progress.
Strategies to Maintain Focus on Details:
Break down big goals into smaller steps: Sagittarius thrives on big ideas, but don’t get lost in the vastness. Break down your vision into smaller, achievable steps. This creates a roadmap for execution and ensures all critical details are addressed.
Develop a checklist system: Creating and utilizing checklists for each stage of your project can be a powerful tool. This ensures you haven’t overlooked any crucial aspects during the planning and execution phases.
Delegate tasks with detail-oriented individuals: Sagittarius is not known for meticulousness. Delegate tasks that require a keen eye for detail to individuals with complementary strengths.
Maintaining the Big Picture Perspective:
Don’t get bogged down in the details: While details are crucial, don’t lose sight of the overall vision and goals. Use detailed planning as a stepping stone, not a destination.
Balance planning with flexibility: In the spirit of Sagittarius’ adventurous nature, be prepared to adapt your plans as needed. Unforeseen circumstances may arise, so maintain a degree of flexibility while ensuring a solid foundation in place.
Celebrate progress, not just completion: Sagittarius’ optimistic energy thrives on celebration. Acknowledge and celebrate milestones along the way, not just the final completion of the project. This keeps the momentum going and fosters a culture of accomplishment.
Remember: Astrology is a tool for understanding our potential and navigating life’s cycles. While the Moon in Sagittarius brings a positive outlook for business, it’s important to remain grounded, make sound decisions, and leverage your intuition effectively.
Do you have any experiences with the Moon in Sagittarius transit? Share your thoughts in the comments below!
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scribblespecters · 2 months
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cancername submitted:
Hi, I just saw, and greatly enjoyed, your YouTube video about Splatoon demographics.I see you had to remove the usernames of the users you played with in order to not share their usernames torandom strangers online, which is reasonable but unfortunate.You can solve this problem by prepending what’s called a salt, basically just some random data, to eachusername, then running them through a one-way function. Here’s one you can use. They basically takesome input and transform it so that you can’t get the original value out of it. The salt prevents someone frombeing able to make large precomputed tables. This way, you can be sure that you will get the same value ifyou repeat the process with the same salt and username. So you now have some data that uniquelyidentifies each user without leaking their username to random internet people.Also, another possible source of error in your measurement is the time you play, it’ll likely favor people in your time zone.
The compression looks fine to me. YouTube seems to decide how to compress based on how many people will reach the video.
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Hi and thanks for sharing your thoughts! I admittedly have minimal familiarity with things like hashing, so I’d never heard of a salt before. After reading more about it I think I can see how its results would be more useful than simply assigning users a survey number as I had done in the spreadsheet.
Yes I’ve gotten a handful of comments concerning time of day and time zones which I definitely agree with! If I ever conducted the survey again, recording match times and possibly having volunteers from different time zones pitch in would be some changes I’d make.
Thank you for weighing in on the compression! I remember learning after the fact that YT compression can vary based on how “big” a channel is. I was surprised, but in hindsight it makes total sense.
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maxisjoey · 3 months
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Fight against Big Social Media
After seeing the actions of both Matt Mullenweg and Elon Musk, I think it should be clear that the people who run the platforms that let us communicate with each other are - in the most polite way possible - malicious dumbasses.
Your online presence is not safe in the hands of people like this, even if the owner of the current platform you're on is "one of the good ones", they will eventually get replaced one day.
We cannot realistically take down these social media giants, but we can at least slowly move like-minded people to better alternatives, and arm them with the ability to not be silenced or harassed easily.
Limit your given data for them and constantly point people to content you create to other alternatives, like a neo-cities website or a reliable Mastodon instance. If your platform has extensions like OldTwitterLayout or Vencord, immediately install them and disable all telemetry and tracking data they have on you. Most extensions either have telemetry disabled by default once you install them, but double-check their settings to make sure that they're indeed disabling them.
Create your own website on Neocities or host it on Vercel. This might sound difficult to less tech-savy people, but there are several resources out there like a markdown-to-html converter and w3school's entire repository of knowledge on how to make web pages that can help everyone get into creating their own website. I highly recommend that you stick with Neocities, as it's part of the indieweb and is very friendly towards new people learning these sorts of things. If you're using Vercel, make sure you're hosting your website on a private repository on Github so that you can never lose your website no matter what changes in the future.
Find a webring you're interested in and join it. This is what you can use to find other like-minded people.
Understand how the content-delivery algorithm of platforms you're using works and actively work against it. For example, Twitter punishes its users for following too many people, use this to your advantage to stay hidden from the dangerous freaks we call "People who pay for blue checkmarks", or if you're a content creator looking to market themselves; use this knowledge to boost yourself and your alternative platform(s) that you use.
Setup services and webhooks that let you automatically cross-post content between platforms. If you're unable to move away from Twitter or Discord for example due to your friends/mutuals/fans refusing to move with you, there are services like mamot's crossposting service and a Matrix bot bridge for discord that let you do just that. (Please double-check the service that you will use before logging into it to make sure they're trustworthy.)
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rudrasonline · 3 months
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Big Data Courses Online
Are you looking for Big Data Courses Online? If yes, Look no further. Rudras Social is one of the topmost name offering Big Data courses to improve your skills online today. Choose from a wide range of big data courses offered from top universities and industry leaders.
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scholarnest · 4 months
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Transform Your Team into Data Engineering Pros with ScholarNest Technologies
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In the fast-evolving landscape of data engineering, the ability to transform your team into proficient professionals is a strategic imperative. ScholarNest Technologies stands at the forefront of this transformation, offering comprehensive programs that equip individuals with the skills and certifications necessary to excel in the dynamic field of data engineering. Let's delve into the world of data engineering excellence and understand how ScholarNest is shaping the data engineers of tomorrow.
Empowering Through Education: The Essence of Data Engineering
Data engineering is the backbone of current data-driven enterprises. It involves the collection, processing, and storage of data in a way that facilitates effective analysis and insights. ScholarNest Technologies recognizes the pivotal role data engineering plays in today's technological landscape and has curated a range of courses and certifications to empower individuals in mastering this discipline.
Comprehensive Courses and Certifications: ScholarNest's Commitment to Excellence
1. Data Engineering Courses: ScholarNest offers comprehensive data engineering courses designed to provide a deep understanding of the principles, tools, and technologies essential for effective data processing. These courses cover a spectrum of topics, including data modeling, ETL (Extract, Transform, Load) processes, and database management.
2. Pyspark Mastery: Pyspark, a powerful data processing library for Python, is a key component of modern data engineering. ScholarNest's Pyspark courses, including options for beginners and full courses, ensure participants acquire proficiency in leveraging this tool for scalable and efficient data processing.
3. Databricks Learning: Databricks, with its unified analytics platform, is integral to modern data engineering workflows. ScholarNest provides specialized courses on Databricks learning, enabling individuals to harness the full potential of this platform for advanced analytics and data science.
4. Azure Databricks Training: Recognizing the industry shift towards cloud-based solutions, ScholarNest offers courses focused on Azure Databricks. This training equips participants with the skills to leverage Databricks in the Azure cloud environment, ensuring they are well-versed in cutting-edge technologies.
From Novice to Expert: ScholarNest's Approach to Learning
Whether you're a novice looking to learn the fundamentals or an experienced professional seeking advanced certifications, ScholarNest caters to diverse learning needs. Courses such as "Learn Databricks from Scratch" and "Machine Learning with Pyspark" provide a structured pathway for individuals at different stages of their data engineering journey.
Hands-On Learning and Certification: ScholarNest places a strong emphasis on hands-on learning. Courses include practical exercises, real-world projects, and assessments to ensure that participants not only grasp theoretical concepts but also gain practical proficiency. Additionally, certifications such as the Databricks Data Engineer Certification validate the skills acquired during the training.
The ScholarNest Advantage: Shaping Data Engineering Professionals
ScholarNest Technologies goes beyond traditional education paradigms, offering a transformative learning experience that prepares individuals for the challenges and opportunities in the world of data engineering. By providing access to the best Pyspark and Databricks courses online, ScholarNest is committed to fostering a community of skilled data engineering professionals who will drive innovation and excellence in the ever-evolving data landscape. Join ScholarNest on the journey to unlock the full potential of your team in the realm of data engineering.
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