#Real-time data distribution

[goodoldbandit]

Data Unbound: Embracing NoSQL & NewSQL for the Real-Time Era.

Sanjay Kumar Mohindroo Sanjay Kumar Mohindroo. skm.stayingalive.in Explore how NoSQL and NewSQL databases revolutionize data management by handling unstructured data, supporting distributed architectures, and enabling real-time analytics. In today’s digital-first landscape, businesses and institutions are under mounting pressure to process massive volumes of data with greater speed,…

[prokopetz]

I'm not gonna claim that most Tumblr polls are anything like rigorously structured, but I've seen a lot of folks rather smugly asserting that having a "not applicable" option that ends up dominating all other responses is evidence that the person who created the poll is incompetent, and y'all: under the specific circumstances in which these polls are constructed and distributed, that outcome is evidence of good poll design, not bad poll design. Yes, even when the "not applicable" responses outnumber all other responses ten to one. There are several reasons for that:

At the time of this posting, Tumblr polls have no "see response" button. The only ways to see a poll's distribution of responses are to wait for the poll to conclude, or to respond yourself – and not only are people on social media typically curious and impatient, many of them also know that there's no way they'll remember to check back later once the poll has concluded, so in practice, their opportunity to see the results is now or never. Adding a little note to the poll insisting that people who aren't part of the targeted demographic should refrain from voting isn't necessarily going to restrain that impulse. Indeed, it may end up encouraging folks who otherwise wouldn't have picked a random result-revealing response to do so, because fuck you, don't tell me what to do.

Many respondents genuinely won't realise they're not part of the targeted demographic until after they've voted. It doesn't matter how much text you add to contextualise the poll, because they'll read the poll first, and if they read the accompanying text at all, it's only after they've responded. Heck, a lot of folks don't even bother to read the question before responding to a poll; they just start going down the options and reflexively click the first one that seems like it might apply to them, then go back and read what was actually being asked (and complain in the notes if it turns out that they misunderstood). Even a well-meaning person can only comply with instructions they've actually read; for those folks, clicking the "not applicable" option is what compliance looks like.

Even folks who do fit your poll's targeted demographic can fall prey to the imp of the perverse. Giving the most accurate response rather than the most entertaining one can be a real struggle for a lot of folks; in scientific analysis of polling data, this is known as the "mischievous responder bias". In an informal setting like Tumblr, it's reasonable to suppose that the mischievous responder effect might be exaggerated compared to polls conducted in more formal contexts, and a well-designed poll is going to take that into account. A humorous "not applicable" option provides an escape by affording folks the freedom to screw around with the knowledge that they're not polluting useful data by doing so; in practice, the "I am a toaster" option is a mischievous response filter.

What this adds up to is that a poll where 90% of the responses hit the "not applicable" button is more likely to have yielded useful data than a poll with a narrow target audience where some unknown percentage of the responses represent folks not reading the instructions, clicking random options to see the results, and/or taking the piss.

[covid-safer-hotties]

Also preserved in our archive

By Sarah Schwartz

Test after test of U.S. students’ reading and math abilities have shown scores declining since the pandemic.

Now, new results show that it’s not just children whose skills have fallen over the past few years—American adults are getting worse at reading and math, too.

The connection, if any, between the two patterns isn’t clear—the tests aren’t set up to provide that kind of information. But it does point to a populace that is becoming more stratified by ability at a time when economic inequality continues to widen and debates over opportunity for social mobility are on the rise.

The findings from the 2023 administration of the Program for the International Assessment of Adult Competencies, or PIAAC, show that 16- to 65-year-olds’ literacy scores declined by 12 points from 2017 to 2023, while their numeracy scores fell by 7 points during the same period.

These trends aren’t unique in the global context: Of the 31 countries and economies in the Organization for Economic Cooperation and Development that participated in PIAAC, some saw scores drop over the past six years, while others improved or held constant.

Still, as in previous years, the United States doesn’t compare favorably to other countries: The country ranks in the middle of the pack in literacy and below the international average in math. (Literacy and numeracy on the test are scored on a 500-point scale.)

But Americans do stand out in one way: The gap between the highest- and lowest-performing adults is growing wider, as the top scorers hold steady and other test takers see their scores fall.

“There’s a dwindling middle in the United States in terms of skills,” said Peggy Carr, the commissioner of the National Center for Education Statistics, which oversees PIAAC in the country. (The test was developed by the OECD and is administered every three years.)

It’s a phenomenon that distinguishes the United States, she said.

“Some of that is because we’re very diverse and it’s large, in comparison to some of the OECD countries,” Carr said in a call with reporters on Monday. “But that clearly is not the only reason.”

American children, too, are experiencing this widening chasm between high and low performers. National and international tests show the country’s top students holding steady, while students at the bottom of the distribution are falling further behind.

It’s hard to know why U.S. adults’ scores have taken this precipitous dive, Carr said.

About a third of Americans score at lowest levels PIAAC is different from large-scale assessments for students, which measure kids’ academic abilities.

Instead, this test for adults evaluates their abilities to use math and reading in real-world contexts—to navigate public services in their neighborhood, for example, or complete a task at work. The United States sample is nationally representative random sample, drawn from census data.

American respondents averaged a level 2 of 5 in both subjects.

In practice, that means that they can, for example, use a website to find information about how to order a recycling cart, or read and understand a list of rules for sending their child to preschool. But they would have trouble using a library search engine to find the author of a book.

In math, they could compare a table and a graph of the same information to check for errors. But they wouldn’t be able to calculate average monthly expenses with several months of data.

While the U.S. average is a level 2, more adults now fall at a level 1 or below—28 percent scored at that level in literacy, up from 19 percent in 2017, and 34 percent in numeracy, up from 29 percent in 2017.

Respondents scoring below level 1 couldn’t compare calendar dates printed on grocery tags to determine which food item was packed first. They would also struggle to read several job descriptions and identify which company was looking to hire a night-shift worker.

The findings also show sharp divides by race and national origin, with respondents born in the United States outscoring those born outside of the country, and white respondents outscoring Black and Hispanic test takers. Those trends have persisted over the past decade.

[simaddix]

Opening TS3 Medieval Market

Hello, my lovelies! Today I would like to talk about an opportunity for our beloved medieval (and historic) TS3 community!

Interested? Well, I guess let’s get into it and see how far it goes.

Why Discord, rather than a Tumblr Community or a personal page?

That’s a great question – and one that might be better explored as time goes on. However, here are a few perks that I’ve noticed.

1: A discord server as a download market presents an ideal solution by combining accessibility, organization, and engagement.

2: Organization – less scattered forums/websites. Discord allows structured categories and channels to keep content well-organized. We have the option to create additional channels or categories to keep content separated – so there’s less confusion when people stop using a tag, or add a new one that other’s aren’t tracking. There are also transferable roles assigned by moderators, so if someone wants to leave – there is no data lost, and the server stays active as usual.

3: Direct downloads – requiring no additional host/server. If you’re a part of the creator discord pages, then you’ll notice there is a hoard of available downloads that bypass the need to go to an alternate download site. Creators can upload their content directly into the appropriate category.

4: Discord servers have little to no spam bots (that I’ve noticed, anyway), and if there are issues, it’s relatively easy to remove those pests and keep the community protected.

5: By centralizing downloads in a dedicated server, creators can upload their content, receive immediate feedback, and build faster relationships with their community, and followers can immediately engage, comment, or download. Discord mimics Tumblr in that it allows for real-time interactions, sneak peeks, polls, events and more.

Here's what I've established so far inside the server:

A welcome channel established for people to drop into the server, and members to say hello!

More channels to host discussions, show off real life/other games/hobbies/etc. And of course, everything TS3 - because we like seeing people play!

All the "Market" tabs you could want! (And if it's not there, we'll add it to the list - free of charge lol)

The "Cargo" section mimics the creator discords a bit in that it allows you to ask WCIFs, make CC requests, trade and barter another member/creator for CC (I.E - swap CAS for BUILD/BUY items, etc), start collab projects, and more.

I highly recommend also keeping up to date with the other creator discords, there's already so much activity there!

_____________________________________________________________

Is the market meant to replace Tumblr pages, other creator discords, or personal pages?

Absolutely not! As we all know, there are many Tumblr pages/websites/servers dedicated to the TS3 community at large. Ts3 has thrived for so long partly because it has such a dedicated modding community, and hosts player-made content. However, distributing and protecting all of the content effectively while also fostering a sense of community is challenging. There has been a massive amount of effort put into the community through wonderful pages such as @katsujiiccfinds and @pis3update, (as well as all the other CC pages out there), I am personally a member of two creator discords that have been essential to me as I’ve learned to create, and now tumblr is exploring the new community options. However, the fallback of this is that hosts get burnt out, stop creating themselves, or abandon pages/websites all the time. There are many of these “ghosts” haunting Tumblr as we speak – though we all love a good comeback story, so to those who have returned, or will return, we all welcome you back with wide open arms! Right? Right! Huzzah! The point is, this discord is not meant to replace any of these options, but it might help us find a centralized location.

Modern/electrical CC will be booed – but possibly tolerated lol

This Discord is being opened as of right now – so don’t be surprised if you pop in and there’s no CC yet. These things take time – Rome wasn’t built in a day.

You will need a Discord account to follow the invite!

Paid only content will not be allowed on this discord. If you would like to upload paid content - you can always start free servers on Discord! When your content is free - absolutely feel free to add it to the market!

See you there! (Please let me know if there are any link issues!)

Personal Letter of Invitation: https://discord.gg/e6skNu9t

[blondephil]

hello (one of the) resident phannie data analyst(s) here with some parasocial stats on dnp’s movie tastes! following: distribution of dan and phil's ratings overall, movies they each rated 5 stars, their lowest-rated movies, and the similarities + differences in their tastes

(lore moment: yes i am a data analyst in my real job. yes i surprised myself with wanting to do this in my spare time. but then i remembered when we read dracula in college (yes i was an english major) and i graphed like, how many times dracula was referred to as vampire versus monster or something. so i shouldn’t be surprised.

first up, their overall rating patterns and by ~special status~ (i.e., wall-e, kill bill, avatar, lmao, plus big hero 6 for the fun of it)

dan’s rated 304 movies and phil’s rated 305. both of them have mean and median ratings of 4 with min 1 and max 5.

both rated kill bill vols. 1 and 2 a 5. wall-e got a 4.5 from dan and a 4 from phil (phake phans). both gave avatar a 3.5. and big hero 6 3.5 (dan) and 4.5 (phil)

rating distribution:

i did analyses here by genre but i need to fix the output (i’m writing all of these based on the markdown document from my phone on the subway, but i need to fix the outputs and i don’t have my computer. so those are pending but there are other genre analyses that i could do & haven’t yet!)

while i was sorting through the data i got the impression that dan overall rated movies higher than phil. so, among movies that they've both rated, here's some information

number of movies dan rated higher than phil: 65

Empire Strikes Back, Blade Runner, Return of the Jedi, My Neighbor Totoro, Back to the Future II, Nightmare Before Christmas, Toy Story, Phantom Mence, Donnie Darko, Attack of the Clones, Finding Nemo, Oldboy, The Notebook, Batman Begins, Brokeback Mountain, WALL-E, (500) Days of Summer, Up, The Hangover, Drive, The Cabin in the Woods, The Avengers, The Dark Knight Rises, Life of Pi, Skyfall, The Hobbit: An Unexpected Journey, Whiplash, The Amazing Spider-Man 2, Room, The Hateful Eight, The Force Awakens, Manchester by the Sea, Deadpool, La La Land, Moonlight, Rogue One, Call Me By Your Name, Guardians of the Galaxy Vol 2., Wonder Woman, Spider-Man: Homecoming, I, Tonya, Thor: Ragnorak, Phantom Thread, Roma, The Favourite, The Lighthouse, Toy Story 4, Midsommar, Ad Astra, Knives Out, Soul, The Green Knight, No Time to Die, Don't Look Up, Spider-Man: No Way Home, Turning Red, Doctor Strange in the Multiverse of Madness, Thor: Love and Thunder, The Banshees of Inisherin, The Fabelmans, Glass Onion, Beau is Afraid, Barbie, Oppenheimer, Poor Things

number of movies phil rated higher than dan: 55

Star Wars (New Hope), Blair Witch Project, Requiem for a Dream, Memento, Ocean's Eleven, Lord of the Rings: The Two Towers, Iron Man 2, Thor, Captain America: The First Avenger, The Girl with the Dragon Tattoo, Moonrise Kingdom, Iron Man 3, Gravity, Prisoners, The Wolf of Wall Street, The Grand Budapest Hotel, Captain America: The Winter Soldier, The Imitation Game, Nightcrawler, John Wick, Gone Girl, Big Hero 6, Jurassic World, The Martian, The Revenant, Nocturnal Animals, Split, Get Out, Baby Driver, The Disaster Artist, Dunkirk, The Shape of Water, The Greatest Showman, The Last Jedi, Ready Player One, Crazy Rich Asians, A Star is Born, Rocketman, Once Upon a Time… in Hollywood, Joker, The Rise of Skywalker, The Invisible Man, A Quiet Place Part II, Greenland, Tenet, Malignant, Eternals, The Matrix Resurrections, Scream (2022), Nope, Prey, Talk to Me, Avatar: The Way of the Water, The Super Mario Bros. Movie, Mission Impossible - Dead Reckoning Part One

number of movies they rated the same: 99!

Alien, ET, Gremlins, Back to the Future, Top Gun, Aliens, Home Alone, Silence of the Lambs, Jurassic Park, Pulp Fiction, The Lion King, Se7en, Scream, The Fifth Element, Titanic, The Truman Show, The Matrix, Magnolia, Spirited Away, Lord of the Rings: The Fellowship of the Ring, Spider-Man, Lost in Translation, Kill Bill, Lord of the Rings: The Return of the King, Kill Bill Vol. 2, Mean Girls, Howl's Moving Castle, Children of Men, The Dark Knight, Pontypool, Inglourious Basterds, Avatar, Toy Story 3, Inception, Scott Pilgrim vs. the World, Black Swan, The Social Network, 21 Jump Street, The Hunger Games, Silver Linings Playbook, The Conjuring, Snowpiercer, Her, Thor: The Dark World, The Hunger Games: Catching Fire, Boyhood, It Follows, Guardians of the Galaxy, Birdman or (The Unexpected Virtue of Ignorance), Interstellar, Ex Machina, The Witch, Avengers: The Age of Ultron, Mad Max: Fury Road, Inside Out, Ant-Man, Captain America: Civil War, Your Name., Arrival, Three Billboards Outside Ebbing, Missouri, mother!, It, Blade Runner 2049, Hereditary, Black Panther, Annihilation, A Quiet Place, Avengers: Infinity War, Captain Marvel, Us, Avengers: Endgame, Parasite, It Chapter Two, Marriage Story, Uncut Gems, 1917, Black Widow, The Suicide Squad, Shang-Chi and the Legend of the Ten Rings, Dune, Last Night in Soho, The Batman (2022), Everything Everywhere All at Once, X, The Northman, Top Gun: Maverick, Bullet Train, Barbarian, Pearl, M3GAN, Dungeons and Dragongs: Honor Among Thieves, Evil Dead Rise, Guardians of the Galaxy Vol 3., No Hard Feelings, Saltburn, Priscilla, Society of the Snow, Saw X, Leave the World Behind

i didn't analyse this by genre or anything, but i could -- so if you're interested lmk!

the 5 movies with the most different ratings between dan and phil

- Iron Man 2 (dan: 2, phil 3.5)

- The Greatest Showman (d: 2.5, p: 4)

- Malignant (d: 3, p: 4.5)

- Scream (2022) (d: 2.5, p: 4)

- Beau is Afraid (d: 3, p: 1.5)

Interesting that even though dan has more higher rated movies, 4/5 of these ones phil rated higher.

next, their 5-star movies

dan's five stars: 80

Alien, Empire Strikes Back, ET, Blade Runner, Gremlins, Back to the Future, Top Gun, Aliens, Stand by Me, The Grave of the Fireflies, My Neighbor Totoro, Back to the Future II, Home Alone, Silence of the Lambs, Beauty and the Beast, Aladdin, Jurassic Park, Nightmare Before Christmas, Schindler's List, Pulp Fiction, The Lion King, Toy Story, Fargo, Scream, The Fifth Element, Hercules, Neon Genesis Evangelion, Titanic, The Truman Show, The Matrix, Fight Club, Magnolia, The Emperor's New Groove, Donnie Darko, Moulin Rouge, Shrek, Spirited Away, Lord of the Rings: The Fellowship of the Ring, Finding Nemo, Kill Bill, Oldboy, Lord of the Rings: The Return of the King, Shaun of the Dead, Kill Bill Vol. 2, Howl's Moving Castle, Revenge of the Sith, Brokeback Mountain, No Country for Old Men, The Dark Knight, Inception, Scott Pilgrim vs. the World, The Tree of Life, 21 Jump Street, The Avengers, Life of Pi, Skyfall, Under the Skin, Whiplash, Dawn of the Planet of the Apes, Interstellar, Mad Max: Fury Road, Sicario, The Hateful Eight, La La Land, Arrival, mother!, Blade Runner 2049, Avengers: Infinity War, First Man, The Favourite, The Lighthouse, Parasite, Midsommar, Uncut Gems, 1917, Dune, Everything Everywhere All at Once, Top Gun: Maverick, Oppenheimer, Poor Things

phil's five stars:

Star Wars (New Hope), Alien, ET, Gremlins, Back to the Future, Top Gun, Aliens, Home Alone, Silence of the Lambs, Jurassic Park, Pulp Fiction, The Lion King, Scream, The Fifth Element, Titanic, The Truman Show, The Matrix, Magnolia, Requiem for a Dream, Memento, Spirited Away, Lord of the Rings: The Fellowship of the Ring, Lord of the Rings: The Two Towers, Kill Bill, Lord of the Rings: The Return of the King, Kill Bill Vol. 2, Howl's Moving Castle, The Dark Knight, Inception, Scott Pilgrim vs. the World, The Girl with the Dragon Tattoo, 21 Jump Street, Interstellar, Mad Max: Fury Road, The Revenant, Arrival, Dunkirk, mother!, Blade Runner 2049, Avengers: Infinity War, Parasite, Uncut Gems, 1917, Dune, Everything Everywhere All at Once, Top Gun: Maverick, Terminator 2: Judgment Day, The Shawshank Redemption, Gladiator, Little Miss Sunshine

overlap: 39

Alien, ET, Gremlins, Back to the Future, Top Gun, Aliens, Home Alone, Silence of the Lambs, Jurassic Park, Pulp Fiction, The Lion King, Scream, The Fifth Element, Titanic, The Truman Show, The Matrix, Magnolia, Spirited Away, Lord of the Rings: The Fellowship of the Ring, Kill Bill, Lord of the Rings: The Return of the King, Kill Bill Vol. 2, Howl's Moving Castle, The Dark Knight, Inception, Scott Pilgrim vs. the World, 21 Jump Street, Interstellar, Mad Max: Fury Road, Arrival, mother!, Blade Runner 2049, Avengers: Infinity War, Parasite, Uncut Gems, 1917, Dune, Everything Everywhere All at Once, Top Gun: Maverick

& their lowest rated movies...

dan: matrix resurrections (1) , thor: the dark world (1.5), the rise of skywalker (1.5)

phil: crimes of the future (1), attack of the clones (1.5), thor: the dark world (1.5), don’t look up (1.5), the matrix resurrections (1.5), doctor strange in the multiverse of madness (1.5), beau is afraid (1.5), black bear (1.5)

not even chris hemsworth could save thor the dark world, i guess (kat dennings, though…)

movies they logged on the same date:

note that this is like, non-exhaustive, because this is only based on their diaries that list the date. i think in reality they've watched most of these movies together. frequently dan logged a couple days after phil which aren’t shown here. procrastination queen

Pontypool, Eternals, The Northman, Nope, Barbarian, The Banshees of Inisherin, Glass Onion, The Super Mario Bros. Movie, Beau is Afraid, Guardians of the Galaxy Vol 3., Mission Impossible - Dead Reckoning Part One, Saltburn, Poor Things, Priscilla, Saw X, Leave the World Behind

movies that one logged and not the other:

dan but not phil: 85

The Exorcist, Stand by Me, The Grave of the Fireflies, Beauty and the Beast, Aladdin, Home Alone 2, Schindler's List, Fargo, Romeo & Juliet, Hercules, Men in Black, Neon Genesis Evangelion, The Mummy, The 13th Warrior, Fight Club, The Emperor's New Groove, Moulin Rouge, Shrek, Legally Blonde, Monsters, Inc, Harry Potter and the Sorcerer's Stone, Scooby-Doo, 28 Days Later, Matrix Reloaded, Pirates of the Caribbean: The Curse of the Black Pearl, School of Rock, Matrix Revolutions, Saw, Shaun of the Dead, Shrek 2, Harry Potter and the Prisoner of Azkaban, Revenge of the Sith, The Devil Wears Prada, Borat, Casino Royale, No Country for Old Men, Death Proof, Harry Potter and the Order of the Phoenix, There Will Be Blood, Tropic Thunder, Slumdog Millionaire, Moon, District 9, Fantastic Mr. Fox, The King's Speech, We Need to Talk About Kevin, The Tree of Life, X-Men: First Class, Prometheus, Argo, Les Miserables, Django Unchained, World War Z, Pacific Rim, Under the Skin, 12 Years a Slave, American Hustle, The Babadook, The Lego Movie, x-Men: Days of Future Past, 22 Jump Street, Dawn of the Planet of the Apes, The Theory of Everything, Green Room, Sicario, Spotlight, The Big Short, 10 Cloverfield Lane, The Conjuring 2, Train to Busan, Hacksaw Ridge, Doctor Strange, Hidden Figures, Logan, You Were Never Really Here, Game Night, Isle of Dogs, First Man, The Ballad of Buster Scruggs, Suspiria, Spider-Man: Into the Spider-Verse, Glass, Hustlers, Pig, Violent Night

phil but not dan: 86

Jaws, The Terminator, Beetlejuice, Die Hard, Terminator 2: Judgment Day, Groundhog Day, The Shawshank Redemption, Leon: The Professional, The Usual Suspects, The Frighteners, The Sixth Sense, Being John Malkovich, American Beauty, The Green Mile, Gladiator, Catch Me if You Can, Elf, Eternal Sunshine of the Spotless Mind, Charlie and the Chocolate Factory, Little Miss Sunshine, Pan's Labyrinth, The Prestige, Zodiac, Spider-Man 3, Iron Man, Juno, Lake Mungo, Twilight, Zombieland, Kick-Ass, Brave, Evil Dead, The Great Gatsby, Now You See Me, Monsters University, Man of Steel, About Time, Dallas Buyers Club, Edge of Tomorrow, The Hunger Games: Mockingjay Part 1, The Hunger Games: Mockingjay Part 2, The Boy, Raw, Finding Dory, Suicide Squad, Fantastic Beasts and Where to Find Them, John Wick: Chapter 2, Lady Bird, The Ritual, Happy Death Day, Deadpool 2, Ocean's 8, Ant-Man and The Wasp, Bird Box, Booksmart, Crawl, Spider-Man: Far From Home, The Platform, Black Bear, Palm Springs, The Empty Man, The Innocents, Titane, Old, Free Guy, The Black Phone, Fresh, Watcher, Bodies Bodies Bodies, Ambulance, Aftersun, Crimes of the Future, Fall, Bones and All, The Menu, Sanctuary, Do Revenge, Smile, Hellraiser (2022), Mr. Harrigan's Phone, Plane, Missing, Infinity Pool, Past Lives, Knock at the Cabin, Scream VI

i’m interested to see how this varies by genre!

miscellaneous non-statistical things that made me parasocially emotional and/or laugh during this process:

they watched nope together on christmas eve 2022 <3

dan rated moulin rouge a 5 <3 nature boy <3

he also rated shrek a 5. of course. (valid).

4.5 from dan and 4 from phil from the notebook

5 from danny for brokeback mountain <3 and a 4.5 from philly

cmbyn, yes, has its issues, but dan rated 4.5 and phil 4

the shape of water got a 4.5 from monsterfucker phil lester (dan gave it a 4)

surprisingly phil rated rocketman higher than dan! surprising because dan liked so many musicals

dan gave hustlers a 3.5. i don't know why i think this is funny, but i do. phil doesn't have it logged or rated, lmao.

a 4 (d) and a 3.5 (p) for barbie!

phil gave twilight a 3. lol.

phil also gave do revenge only a 3.5. tragique.

phil watched a LOT of horror alone in october 2022 (aka while dan was on tour). anyway he's just like me <3

[rackmount-official-my-ass]

when I rant about cloudflare and the unintended centralization of the internet, here's why.

the services they provide are valuable, but organizationally centralized—of course they are geographically distributed and redundant against hardware failure, but a bad config or company policy change can cause huge problems across the internet that are both hard to diagnose and hard to mitigate. for end users who don't know what a global load balancer is, it looks like half the internet just...fell off.

[genshin-impact-updates]

Genshin Impact and Discord Account Linking Now Available: Complete Discord Account Linking to Unlock More Game Info Display and One-Click Rewards

Dear Traveler,

In anticipation of Version 5.0, to help more Travelers on Discord quickly find each other and make Co-Op gameplay more convenient, while also providing possibilities for more features in the future, we are excited to announce the official launch of the Genshin Impact Discord account linking feature!

This new addition will allow you to unlock real-time game information display on Discord, invite friends to quickly start the game, and claim a one-time reward of Primogems ×30 upon linking your account for the first time!

https://hoyo.link/8qTkFJAL

How to Complete the Linking

Follow the steps below.

① Log in to your HoYoverse Account and link your Genshin Impact game account.

② Log in to Discord.

Once logged in, the page will detect your login status. Click on "Link Account" in the center, and you will successfully complete the Genshin Impact Discord account linking.

How to Obtain Rewards

1. After completing the linking of your Discord and Genshin Impact accounts, you will need to manually click to claim your reward.

The reward will be sent to the in-game mailbox of the linked account and may have a delay. The email with the reward will be valid for 30 days, so please claim it promptly.

2. Each game account can only receive the reward once. You cannot switch the linked Discord account to claim the reward multiple times.

3. If your Discord account is terminated or suspended, or account age changes have occurred before rewards are distributed, this may result in rewards not being delivered. Please head to the account linking page and provide authorization again to prevent issues in receiving said rewards.

4. If you need to unlink your accounts after collecting the rewards, please wait for the rewards to be delivered via the corresponding account's in-game mail before proceeding. You can unlink your account only once per calendar month, so please make sure to select your primary account.

*Your personal information will only be used for platform display.

5. A Discord account can claim a maximum of 10 Genshin Impact first-link rewards. If you have already used a Genshin Impact account to link to a Discord account, it cannot be used to link to another Discord account.

6. Do not rent, lend, or allow others to use your game account or Discord account. If such cases are found, we reserve the right to cancel the rewards issuance and handle it in accordance with the relevant Terms of Service.

7. Please also comply with Genshin Impact's Terms of Service (https://genshin.hoyoverse.com/en/company/terms), Privacy Policy (https://genshin.hoyoverse.com/en/company/privacy), and Discord's relevant policy regulations.

Information Display

1. After you complete the linking of your Discord account and Genshin Impact account, when you start Genshin Impact (on PC and mobile), your information will be displayed on Discord.

2. After completing the link, the following game information will be displayed on Discord: Nickname, Adventure Rank, game server, and online duration.

*Due to technical limitations, currently, PS server gameplay status display is not supported.

*Currently, only the above game data can be displayed. Stay tuned for more features in future updates!

Unlinking Instructions

Go to the official linking page and click the "Unlink" button.

How to Change the Link

1. After unlinking, you can change to a Genshin Impact account that hasn't been linked to any Discord accounts.

Please note: You can change the link once per calendar month, so please proceed with caution.

Lastly, if you have any suggestions or feedback regarding the use of Discord account linking, feel free to leave a comment or provide feedback through Modmail on the official server.

[politicalprof]

The polling conundrum

So we are there. Less than 36 hours until campaign ads (basically) end. We can make it!

For those who are poll-obsessed (Politcalprof is NOT), this is the time of tea leaves. Every detail, every hint, every turn is parsed and participled and probed beyond the tensile strength of titanium.

And yet no one really knows anything.

I want to suggest we are in of two basic situations, but we can't know which one until the event is over. (Paging Dr. Heisenberg!)

--1): Things are indeed as tight as they seem. The pollsters have figured out how to build representative pools in a time when no one answers their phones, and they've figured out to massage the data into a representative mix that accurately reflects who will vote on election day. Thus, their predictions are roughly accurate, and while there is always a margin of error, the election is a nail-biter that will come down to seven swing states and a couple of hundred thousand votes.

--2): There's an anomaly in this year's voting pool that the pollsters haven't caught. In other words, there's a surprise distribution of voters in 2024 that pollsters haven't accounted for in their predictions. So their models are wrong. This surprise distribution could, of course, be a mobilized right OR a mobilized left; there is no scientific reason to assume one "surprise" group is going to be mobilized while another isn't. In either case, the election is not actually that close, and one side or the other is heading for a decent-sized win.

If you're Elon Musk, you're convinced that the second path is true, and that the mobilized force is aggrieved white men and their allies who are going to go to the polls to "save" America. (Hence the heavy reliance on anti-immigrant and anti-trans messaging.) He certainly has been promoting this line heavily.

But I'd guess that IF there is a "secret" force out there whose voting percentage is higher than normal and whose force the pollsters' models haven't accounted for, it's women. Most of whom will have been mobilized by Dobbs and its aftermath.

Beyond the anecdotal, one piece of evidence suggests this may be the case: the Selzer poll from Iowa that has Kamala Harris leading in that state. Even if the poll is wrong, and Harris loses Iowa anyway, if the size of Harris' loss is unexpectedly small, that suggests that women have mobilized to a greater extent than pollsters have realized. It may also suggest that fewer men are voting Trump than predicted. In either case, it suggests the polls have been leaning Trump as an artifact of the pollsters' algorithms, not political reality.

Of course we won't know which, if either, of these situations is real until *after* the election. Perhaps not even by tomorrow. But if Iowa is close I'd expect the blue wall of Michigan, Pennsylvania, and Wisconsin to hold, and several states like Arizona and Georgia to be in play. If Iowa reverts to type and the Selzer poll is just wrong, then Trump's chances are pretty good.

How's that for reading tea leaves?

[transgenderer]

i think its kind of nice that there's now a ridiculous number of pokemon and you cant really know all of them super well. its like real animals! theres always more weird animals to discover. in my optimal world there are like 10,000 pokemon. if you kept exploring a particular area youd mostly see the same like, 20 pokemon but the tail distribution would be extremely long (and dependent on time of day, where exactly you are in the area, etc). also like at least 5000 of the pokemon should be bugs. there are a lot of bugs. i think unfortunately if you want the pokemon to be reasonably high resolution 10,000 pokemon is probably too many. but i bet they could do a region with like...idk, 2000 pokemon? paldea dex has 400. surely the game data isnt MOSTLY pokemon models. the real problem is that i think making good 3D models with a reasonable number of behavior animations is just really expensive. they only added 112 new pokemon for paldea :( can you imaigne the player experience if they added like 500 new pokemon in a single game. that wonderful time in the early game where youre constantly seeing pokemon youve never seen before, but stretched out way longer? itd be awesome

[mariacallous]

These days, when Nicole Yelland receives a meeting request from someone she doesn’t already know, she conducts a multi-step background check before deciding whether to accept. Yelland, who works in public relations for a Detroit-based non-profit, says she’ll run the person’s information through Spokeo, a personal data aggregator that she pays a monthly subscription fee to use. If the contact claims to speak Spanish, Yelland says, she will casually test their ability to understand and translate trickier phrases. If something doesn’t quite seem right, she’ll ask the person to join a Microsoft Teams call—with their camera on.

If Yelland sounds paranoid, that’s because she is. In January, before she started her current non-profit role, Yelland says she got roped into an elaborate scam targeting job seekers. “Now, I do the whole verification rigamarole any time someone reaches out to me,” she tells WIRED.

Digital imposter scams aren’t new; messaging platforms, social media sites, and dating apps have long been rife with fakery. In a time when remote work and distributed teams have become commonplace, professional communications channels are no longer safe, either. The same artificial intelligence tools that tech companies promise will boost worker productivity are also making it easier for criminals and fraudsters to construct fake personas in seconds.

On LinkedIn, it can be hard to distinguish a slightly touched-up headshot of a real person from a too-polished, AI-generated facsimile. Deepfake videos are getting so good that longtime email scammers are pivoting to impersonating people on live video calls. According to the US Federal Trade Commission, reports of job and employment related scams nearly tripled from 2020 to 2024, and actual losses from those scams have increased from $90 million to $500 million.

Yelland says the scammers that approached her back in January were impersonating a real company, one with a legitimate product. The “hiring manager” she corresponded with over email also seemed legit, even sharing a slide deck outlining the responsibilities of the role they were advertising. But during the first video interview, Yelland says, the scammers refused to turn their cameras on during a Microsoft Teams meeting and made unusual requests for detailed personal information, including her driver’s license number. Realizing she’d been duped, Yelland slammed her laptop shut.

These kinds of schemes have become so widespread that AI startups have emerged promising to detect other AI-enabled deepfakes, including GetReal Labs, and Reality Defender. OpenAI CEO Sam Altman also runs an identity-verification startup called Tools for Humanity, which makes eye-scanning devices that capture a person’s biometric data, create a unique identifier for their identity, and store that information on the blockchain. The whole idea behind it is proving “personhood,” or that someone is a real human. (Lots of people working on blockchain technology say that blockchain is the solution for identity verification.)

But some corporate professionals are turning instead to old-fashioned social engineering techniques to verify every fishy-seeming interaction they have. Welcome to the Age of Paranoia, when someone might ask you to send them an email while you’re mid-conversation on the phone, slide into your Instagram DMs to ensure the LinkedIn message you sent was really from you, or request you text a selfie with a timestamp, proving you are who you claim to be. Some colleagues say they even share code words with each other, so they have a way to ensure they’re not being misled if an encounter feels off.

“What’s funny is, the low-fi approach works,” says Daniel Goldman, a blockchain software engineer and former startup founder. Goldman says he began changing his own behavior after he heard a prominent figure in the crypto world had been convincingly deepfaked on a video call. “It put the fear of god in me,” he says. Afterwards, he warned his family and friends that even if they hear what they believe is his voice or see him on a video call asking for something concrete—like money or an internet password—they should hang up and email him first before doing anything.

Ken Schumacher, founder of the recruitment verification service Ropes, says he’s worked with hiring managers who ask job candidates rapid-fire questions about the city where they claim to live on their resume, such as their favorite coffee shops and places to hang out. If the applicant is actually based in that geographic region, Schumacher says, they should be able to respond quickly with accurate details.

Another verification tactic some people use, Schumacher says, is what he calls the “phone camera trick.” If someone suspects the person they’re talking to over video chat is being deceitful, they can ask them to hold up their phone camera to their laptop. The idea is to verify whether the individual may be running deepfake technology on their computer, obscuring their true identity or surroundings. But it’s safe to say this approach can also be off-putting: Honest job candidates may be hesitant to show off the inside of their homes or offices, or worry a hiring manager is trying to learn details about their personal lives.

“Everyone is on edge and wary of each other now,” Schumacher says.

While turning yourself into a human captcha may be a fairly effective approach to operational security, even the most paranoid admit these checks create an atmosphere of distrust before two parties have even had the chance to really connect. They can also be a huge time suck. “I feel like something’s gotta give,” Yelland says. “I’m wasting so much time at work just trying to figure out if people are real.”

Jessica Eise, an assistant professor studying climate change and social behavior at Indiana University-Bloomington, says that her research team has been forced to essentially become digital forensics experts, due to the amount of fraudsters who respond to ads for paid virtual surveys. (Scammers aren’t as interested in the unpaid surveys, unsurprisingly.) If the research project is federally funded, all of the online participants have to be over the age of 18 and living in the US.

“My team would check time stamps for when participants answered emails, and if the timing was suspicious, we could guess they might be in a different time zone,” Eise says. “Then we’d look for other clues we came to recognize, like certain formats of email address or incoherent demographic data.”

Eise says the amount of time her team spent screening people was “exorbitant,” and that they’ve now shrunk the size of the cohort for each study and have turned to “snowball sampling” or having recruiting people they know personally to join their studies. The researchers are also handing out more physical flyers to solicit participants in person. “We care a lot about making sure that our data has integrity, that we’re studying who we say we’re trying to study,” she says. “I don’t think there’s an easy solution to this.”

Barring any widespread technical solution, a little common sense can go a long way in spotting bad actors. Yelland shared with me the slide deck that she received as part of the fake job pitch. At first glance, it seemed like legit pitch, but when she looked at it again, a few details stood out. The job promised to pay substantially more than the average salary for a similar role in her location, and offered unlimited vacation time, generous paid parental leave, and fully-covered health care benefits. In today’s job environment, that might have been the biggest tipoff of all that it was a scam.

[blackrosesociety-vampyres]

Vampire Community Research: Social History and Narrative Identity Themes Within Self-Identified Vampires

This article has originally been published on Black Rose Society's website: https://blackrosesociety.sauromatos.com/vampire-community-research-social-functioning-and-narrative-identity-themes-within-self-identified-vampires/

We interviewed our very own Luna Luv about her ongoing research project on the narrative themes in identity development and social history of people within the Vampire Community. In providing you with a closer look into some of the goals, challenges and other details pertaining to this research effort, it is our hope you will be motivated to be part of the survey and tell your friends.

Black Rose Society is assisting Vampire Community Researcher Luna Luv with hosting a survey that hopes to identify trends in the social history and identity formation of self-identified vampires. The results of this independent study will be drafted up into an article/paper titled “Social Functioning and Narrative Identity Themes Within Self-Identified Vampires,” which will be published and distributed exclusively within the vampire community, including the Black Rose Society’s website.

You are invited to share the link to this survey between your friends within the community. We are looking for responses from all corners of the Online Vampire Community

Our purpose: Self-identified vampires, that is, people who choose to identify themselves as a vampire or as possessing vampiric traits, often come from vastly different philosophical and ideological backgrounds. This survey asks for historical accounts from individuals who identify as vampires (or vampire-adjacent, i.e. medsangs, vampirekin, etc.) which pertain to both their identity and social development. Responses, while anonymous, will assist us in finding trends in social history and identity narrative development that may exist between identity types, or further serve to individuate them.

This survey will take approximately 10-20 minutes to complete. Responses cannot be saved to come back to later, so please set aside appropriate time for yourself to complete the survey. Please provide as much or as little information as you are comfortable.

NOTE: SIGNING INTO A GOOGLE ACCOUNT IS REQUIRED TO PREVENT APPLICANTS FROM FILLING OUT THE SURVEY MULTIPLE TIMES. NO ACCOUNT DATA IS STORED OR RECORDED BY THE RESEARCHERS INVOLVED.

TAKE THE SURVEY

Interview with Researcher Luna Luv

BRS: What motivated you to conduct a survey?

Luna Luv: I’ve always had a lot of interest in why people do what they do, vamps included. I don’t think there’s ever going to be a concise answer to that question, but I do think that there are ways of getting a little bit closer to that understanding in some cases. Extending from that, I thought that this research area might be very valuable, especially since psychological perspectives have generally been considered distasteful within the community — and definitely not for no reason. Most articles in psych journals mentioning “real vampires” are often sensationalist or align us all with sexual deviancy and/or pica, which in my opinion displays a fundamental misunderstanding or perhaps disinterest in our psychology. I thought a survey like this would be a way of showing the community that a psychological approach isn’t intrinsically invalidating, and can actually serve to provide us with meaningful insight into what makes us align with the archetype “vampire.” I figured a survey would be a good way of obtaining some qualitative and quasi-quantitative data on the topic.

BRS: How have the responses been so far?

Luna Luv: I’ve really been surprised by how much interest this has gotten. The survey has only been out for around 3 months and we already have close to 60 responses. I definitely see us being able to hit our goal of 100 by the 1-year mark, and hopefully if this keeps up we’ll be able to greatly surpass it. I’m really humbled by how many people have reached out to me and expressed the potential value they see in the study, and I’m so excited to share what we find with the community.

BRS: Can you tell us about your background?

Luna Luv: I’ve got a Master’s degree in mental health counseling and am currently working out of the US, with hopes to pursue a doctoral degree in psychology in the future. Consider this survey practicing for my thesis, haha. As for my relationship to the vampire community, I’m a lifelong medsang who only discovered the word roughly 5 years ago. I’ve dabbled a bit in the offline scene but I’ve made my home in the online spaces, primarily Black Rose Society.

BRS: What are your goals for this survey?

Luna Luv: My primary goal is to identify if the existing relationships we’ve seen between one’s social development (how they learn where they belong) and identity development (how they learn who they are) can extend to the development of one’s vampiric identity, and if so, what the primary influential factors are. What lessons have we learned to tell ourselves, and when did we learn them? Or what other struggles may run parallel — perhaps our vampiric self-discovery coincided with other unique discoveries about ourselves, such as our gender identity or sexuality. I believe it would be worthwhile to see if we can find any significant correlations in these areas.

BRS: What is the timeline for obtaining the results?

Luna Luv: Initially, I wanted to run data collection from March 2024 to March 2025 and have the paper out by the end of the year. However, considering how much traction this survey has gotten thus far, and how we’ve only recently begun expanding to other social media sites, that deadline is likely to be pushed. I wish I could give a definitive answer — all I can say is that I’m going to try for December 2025, but this may not end up being feasible. 2026 at the latest! Haha

BRS: What challenges did you encounter while organizing this survey in the OVC?

Luna Luv: Honestly, and I should’ve expected this — mistrust. Which is entirely fair; the Vampire Community holds anonymity as something sacred, and in designing this survey it was my intention to preserve our respondents’ anonymity as much as possible. The purpose of utilizing Google Forms to host the survey, in addition to not having access to a more secure survey-hosting site at the time of development, is to prevent (or at least minimize) the submission of multiple responses. However, this requires a respondent to log into a Gmail account, which a few people were not thrilled by. This is why I make a point to emphasize that no account data is stored or recorded by any of the researchers involved in the study, and the email address utilized to access the study is not collected.

BRS: Are there any potential biases, either from your role as the survey organizer or among the participants?

Luna Luv: Oh, absolutely. The primary one being that the survey is being shared almost exclusively through social media, and as such the majority of the responses involve people who primarily participate in the online community. Unfortunately, I personally do not have much access to offline community spaces which may be able to blast this study to community members who may otherwise not see it. Regarding my own biases, I definitely have my own perspective on vampirism based in my personal experiences and knowledge-base. I do not intend on hiding this fact — rather, I simply wish to add my own perspective to the pool of discussions surrounding the nature of whatever it is we’re all going through. Perhaps we will find a more substantial relationship between the specific flavor of one’s vampiric identity and other common factors in their social development history, or even demographic information.

BRS: Lastly, is there anything you would like to say to our readership?

Luna Luv: I appreciate each and every one of you for taking the time to even look at my little project. I’m not trying to pretend that this is some extremely thorough and well-put-together study that’s going to have groundbreaking ramifications on the community… This is just something that I’m really interested in and passionate about, and I’m so humbled by how many people have expressed interest in what I’m doing. I can’t even begin to express how grateful I am for the support I’ve gotten. Thank you all so much for reading, and participating if you have!

BLACK ROSE SOCIETY 2024

[transmutationisms]

okay so i’ve never really grasped this, might as well ask now — how exactly does the cyberspace & nft stuff mine resources? i’ve heard the basics (i.e. crypto mining uses energy and what not) but i’ve never been able to understand how internet connects to real resources. could you sort of explain that (along the lines with the spam email post) in a simpler way?

ok, put very simply: it's easy for people who only interact with the internet as users to treat 'cyberspace' or 'the virtual world' as immaterial. i type something out on my phone, it lives in the screen. intuitively, it feels less real and physical than writing the same words down on a piece of paper with a pencil. this is an illusion. the internet is real and physical; digital technology is not an escape from the use of natural resources to create products. my phone, its charger, the data storage facility, a laptop: all of these things are physical objects. the internet does not exist without computers; it is a network of networks that requires real, physical devices and cables in order to store, transmit, and access all of the data we use every time we load a webpage or save a text document.

this is one of google's data centres—part of the physical network of servers and cables that google operates. these are real objects made of real materials that need to be obtained through labour and then manufactured into these products through labour. the more data we use, the more capacity the physical network must have. google operates dozens of these data centres and potentially millions of servers (there is no official number). running these facilities takes electricity, cooling technologies (servers get hot), and more human labour. now think about how many other companies exist that store or transmit data. this entire network exists physically.

when you look at a server, or a phone, or a laptop, you might be glossing over a very simple truth that many of us train ourselves not to see: these objects themselves are made of materials that have supply chains! for example, cobalt, used in (among other things) lithium-ion batteries, has a notoriously brutal supply chain relying on horrific mining practices (including child labour), particularly in the congo. lithium mining, too, is known to have a massive environmental toll; the list goes on. dangerous and exploitative working conditions, as well as the environmental costs of resource extraction, are primarily and immediately borne by those who are already most brutally oppressed under capitalism: poor workers in the global south, indigenous people, &c. this is imperialism in action. digital technologies cannot exist without resources, and tech companies (like all capitalist firms!) are profitable because they exploit labour.

all commodities require resources and labour to make and distribute. digital technology is no different. these are material objects with material histories and contexts. nothing about the internet is immaterial, from the electromagnetic waves of wi-fi communication to the devices we use to scroll tumblr. it is, in fact, only by a fantastical sleight-of-hand that we can look at and interact with these objects and still consider the internet to be anything but real resources.

[kafus]

i was waiting to talk about this until i found the time to back up my save file and double check the pokemon data, plus have a follow up conversation with the person who traded them to me... but i finally did that and verified to the best of my ability that these are real, soooo...

the highlight of my convention weekend! i made friends with a woman who traded me some legitimate 10th anniversary event pokemon she got back in 2006!!

these pokemon were distributed as part of the Journey Across America tour that pokemon hosted in various locations... well, across America, in 2006 to celebrate the 10th anniversary of pokemon's japanese release in 1996. the venue that this person went to was the one on June 3rd, in Detroit, Michigan. there were 20 pokemon choices available, but she said that she picked latias/latios/espeon/umbreon for dex completion reasons since these four were a nightmare to get in gen 3, and she recounted that a lot of other people also were picking espeon/umbreon at the time for similar reasons lol.

while i had no reason to doubt her at all, especially after she sent me photos she took on a disposable camera in 2006 of herself at the event (not sharing for her privacy but they were very cool), i did check the data of these mons and everything that should match with online dumps of these events matches, but none of the randomized PIDs/stats/natures match online dumps, which means they are unique, which makes sense because they were obtained by her and not injected from online. so yeah they're as real as i can verify as someone who wasn't there

i am extremely grateful for her giving these to me, they're some of the coolest pokemon i own now! and listening to her tell stories about the events and other stuff going on in gen 3 at the time when i was a little too young to be doing that stuff is fascinating to me. gen 3 was my first gen and i feel honored to own these. in return i let her take as many mystery gift distributions as she wanted from my mystery gift booth, as well as a charmander with egg moves and a clone of my colosseum ho-oh i obtained myself from my emerald lol

oh and for the record she also passed me a MYSTRY mew - these are interesting because there were a finite amount of MYSTRY mews, and the online community actually knows every single one in existence, so i was able to download a save file containing every released MYSTRY mew and i was able to match this one with one of the ones on that save so it's likely real as well. so fucking cool UGH

i'll probably be ribboning the umbreon since it's a lucky 1/8th girl (i didn't notice that until checking the pokemon data today somehow) and then the others if i still have time after my massive pokemon bank checklist...

[aquaquadrant]

I’m having thoughts again (the horror). You may have answered this before and I just can’t remember or find it buuuuuut

Is/was there ever a dragon in Hels? If there was could they spawn it in again or is she just dead?

“a dragon?” the player huffs a laugh, giving you an odd look. “you know dragons aren’t real, right? it’s just fantasy shit, like the sun and moon.” they shrug. “anyway, uh, if- if you’re not gonna buy somethin’ then stop wasting my fucking time and get the hell out.”

~*~

“ah, i see you’re a fellow intellectual.” the player nods sagely. “data analysis has found plenty of evidence supporting the existence of an ‘end dragon’, through communicator codes such as ID tags for items called ‘dragon’s breath,’ ‘dragon head’, and ‘dragon egg’, not to mention the achievement ‘free the end’, which is supposedly earned after slaying this dragon. so while we can only extrapolate so much from nonfunctional comm commands, i’d say the idea of a dragon existing in other worlds is quite substantiated.”

they pause.

“did hels ever have one? well, that’s the question, isn’t it. while the existence of glitched end chunks throughout hels has been proven on multiple occasions, no one’s ever found an end island with the obsidian pillars required to spawn and sustain a dragon. of course, it’s possible someone found it long ago and destroyed it, or perhaps no one’s found it yet, or perhaps it exists in a different form entirely. if you look at how biomes spawn in hels…”

~*~

“what, hels ain’t bad enough for you as it is?” the player wheezes, shaking their head. “kid, if there’s a dragon in hels, you’re better off if you never meet it. we got enough problems without throwin’ a damned dragon into the mix, ya hear?”

~*~

“never heard of such a thing. seems like nonsense.” the player hefts their axe onto their shoulder. “now, move along before i kill you.”

~*~

“there was a dragon in hels, yeah,” the player says nonchalantly. “this old player took me in when i was a kid, used to tell me stories. i mean, he never saw it. it was more of a ‘i know this guy who knew this guy who knew this guy who knew this guy who heard that someone saw it’ kinda deal… well? do you wanna hear it or not?”

they smirk.

“… that’s what i thought. so yeah, it was this massive red dragon- or uh, maybe it was like orange with red flames on its scales, fucking sick, right- with huge teeth and insane fire breath and… actually, it might’ve been acid? or poison? fuck, whatever, the point is that the thing was nasty, alright, it used to swoop down on the early settlements and mow those motherfuckers down, eating players- or, wait, i think maybe it would just throw them? uh, i dunno how but- wait, where you goin’? hey, this is valuable information, you know! … fine, whatever, asshole.”

~*~

“how the hel should i know?” the player demands, folding their arms. “this world’s infinite and old as balls, and we don’t exactly have a consistent method of widespread information distribution. someone could’ve killed it yesterday and i’d have no fucking clue.”

~*~

“yeah, there was.” the player nods. “it was before my time, but i heard our admin killed it. whoever the fuck they were… makes no difference to me, but it’s a cool thought, right?”

~*~

“hm. been a long time since someone asked me that.” the player leans forward, eyes flickering in the firelight. their gaze is haunted. “are you sure you wanna know?”

they pause.

“… alright, then.”

“now, this was back in the early days of hels, long enough ago that some of the oldest players still remembered havin’ an admin. we didn’t even know ‘bout the end chunks. then one day, there was this sound. every player in the world heard it, no matter where they were. it was louder than any thunderstorm, louder than any explosion- the kinda sound that goes clean through you, splits your ears and rattles your bones.”

“it was a scream, only not like any i’d ever heard before. there was a raw, guttural quality to it- like a wounded animal- yet the power was undeniable. but there was some distortion to it as well; an underpinning of static like the whole thing was bein’ broadcast through a beat-up jukebox. just thinkin’ of it sends chills down my spine.”

“then a peculiar thing popped up in chat. someone had made an achievement, only we couldn’t tell who or what. all the text was scrambled, like those funny words you see on an enchantment table. never met anyone who could read it. but needless to say, this sparked an entire movement bent on discoverin’ what the hell had happened.”

“some of the more adventurous players went explorin’ and found the end chunks. players who knew a thing or two about data analysis started huntin’ through their comms, usin’ the data of an endstone block someone brought back. didn’t take long after that to figure it out.”

“they found there was a dragon that belonged to a separate realm from overworld and nether. the end, they surmised. y’know, where endermen came from. the dragon lived there, sustained by end crystals that were said to float atop obsidian pillars on the end island it called home- its nest, as it were. so, unsurprisingly, it was called the ender dragon.”

“and if you killed it, you opened a portal. where it’d lead was anyone’s guess, but it was a way out of hels.”

“i was young, then. young and hungry. i banded up with some other players and we consulted an expert- the founder of data analysis, actually- to extrapolate the coordinates for the main end island. only he didn’t find just one; he found ten sets of coords, spread out over hundreds of thousands of blocks, nearly a million blocks. he predicted that each obsidian pillar had spawned on a separate end chunk, and that each one would have to be tracked down to kill the dragon. we had to destroy the crystals first, you see. he thought it was a waste of time, a fool’s errand, but we didn’t listen. so we split up, takin’ one set of coords each, and set off.”

“they were all ‘bout the same distance from each other, so no one had an easier go of it. i took one northeast of spawn, seven hundred and twenty-nine thousand blocks out. the journey took years. not sure exactly how many, i stopped keepin’ count sometime after the fifth. the other players on the mission gradually stopped replyin’ to my whispers- i think some of ‘em gave up and turned back. wasn’t sure if i was the only one still goin’, ‘til i eventually saw their death messages in chat, one by one. mobs, lava, fall damage, the usual. some might’ve died on the way; traversin’ hels alone on foot is no cake walk, even without the concern of PVP. never heard from any of ‘em again.”

“but i’d gone so far that givin’ up wasn’t an option. even if no one else had made it to their pillar and destroyed the crystal, even if killin’ the dragon would be impossible, i had to see it through. so i kept goin’. it was a lonesome existence, bein’ that far from spawn; i went months without sayin’ a single word, at times, damn near lost my mind. but it weren’t all bad. i reached the unloaded chunks, saw naturally-spawned passive mobs for the first time in my life. i saw rare biomes i’d never heard of, even came across one of those glitched end ships with an elytra. journey went quicker, after that, but it was still several years before i finally reached the coords.”

“the pillar was exactly what you’d expect. a tall, round obelisk made of solid obsidian, rooted on a floatin’ chunk of an endstone island. there were some endermen millin’ about the place, far more than in any other biome i’d seen- ‘cept maybe the warped jungles- but no sign of the dragon. the crystal was at the very top of the pillar in an iron cage, so i flew on up there, thinking at least i’d do what i came to do.”

“soon as i set foot on the top of the pillar, i heard a strange sound. it was that little zippin’ sound you hear when an enderman teleports- only it was a louder, deeper, slower sound that seemed to shake the world. like i could actually hear the distortion of space and time itself. the air suddenly filled with a haze of purple particles, so thick i could hardly see, move, or breathe.”

“and then she appeared.”

“the dragon was all black, black as the void ‘neath bedrock, with spines down her back and huge, bat-like wings, deadly sharp teeth and claws. she was big enough to swallow me whole and we both knew it. but what really put me off was that she was glitched.”

“it’s the best way i can describe it. her body was flickerin’ around all crazy-like as if i’d gone cross-eyed, so she appeared in multiples at times, countless wings unfurlin’ from the distorted mass. anywhere i looked directly at her would suddenly seem… pixelated, almost, like her form was fracturin’ into pieces, like i couldn’t fully ‘preciate the whole. but i remember her eyes. they were pure white, so bright it hurt to look at ‘em, and as she moved they seemed to blink in and out of existence around her, like they couldn’t quite settle in her skull. like twinklin’ stars against the night sky, beyond the bedrock ceiling.”

“she was beautiful.”

“the dragon perched against the tower, claws grippin’ the obsidian on either side of me, curled her slender neck down ‘til we were face-to-face, and roared. it had that same quality as that sound i’d heard all those years ago, and i knew at once it’d been her death rattle. in my daze, i remember wonderin’ who could’ve possibly managed to kill such a creature? what kinda player would even want to?”

“i’d been well-prepared for the fight. full enchanted gear, potions, gapples. but starin’ up at her, i couldn’t bring myself to use any of it. i just stared at her, caught in a moment that felt like an eternity as she stared back, before i realized her breath was poison.”

“i ended up back at the world spawn. didn’t matter i’d set a respawn anchor nearby the end island- this seemed to overwrite it. lost everythin’, of course, but i didn’t care. my death message in the chat was glitched, too, in that same strange language. now, i didn’t share my experience with the rest of the world; only to those who asked, and only in the hopes of dissuadin’ them from makin’ an attempt of their own.”

“which brings us to the end.” the player finally sits back, studying you with a shrewd gaze. “now, you listen to me. that dragon ain’t somethin’ to be killed, understand?”

you nod.

“good.” the player’s expression changes. “so, i’m afraid you’re not gonna like the next part of the story. but nothin’s free in this world, least of all knowledge.”

the player moves, there’s a flash of metal, and suddenly there’s a sword in your gut. engrossed in the story, you hadn’t even noticed them equip it.

“sorry,” the player tells you with a grin, “but that dragon ain’t the only monster here. send my regards to spawn.”

as darkness consumes you, your last thought is that the white spots dancing across your vision suddenly look like dragon eyes, blinking from the void.

~*~

[cognitivejustice]

Locally adapted, decentralised innovation is reshaping what environmental monitoring in Africa

Projects like AirQo in Uganda and Clarity Nodes in Nairobi are deploying low-cost particulate matter sensors to create real-time urban air quality maps.  

These portable devices, calibrated against reference stations, are not housed in government ministries—they’re installed in schools, markets, and transit corridors. 

This hyperlocal, community-focused deployment marks a decisive shift toward monitoring as a distributed public good. 

In the water space, compact mobile testing kits—some linked to smartphones—are enabling NGOs and universities to test for E. coli, nitrates, and fluoride in boreholes and streams.  These kits don’t require lab infrastructure or formal training, making them ideal for community-led sampling in rural areas. 

Remote sensing is also playing a vital role. Satellite data from programs like Sentinel and MODIS is being used to track vegetation loss, algal blooms, and surface water dynamics.  

In Lake Victoria, a hybrid approach pairs satellite analysis with on-the-ground sensors—offering a model for blended, multilayered monitoring frameworks that don’t depend on centralised equipment alone. 

Perhaps the most transformative development is the rise of citizen science networks.  

In Ghana, Nigeria, and Uganda, residents are using hand-held air monitors to document conditions in their own neighbourhoods.  

These datasets are often shared via open-access platforms, where they inform city planning and regulatory debates. They also demonstrate a growing confidence in decentralised data ownership and interpretation. 

Universities across the continent are enabling much of this innovation. Institutions like the University of Cape Town and Makerere University are not only building and testing sensors but also training local technicians and hosting data platforms. Their work has become a central node in an emerging, distributed monitoring ecosystem. 

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