#best first search algorithm
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Pathfinder Search Algorithm Battle Royale
A-star (yellow) vs Breadth (green) vs Greedy (red) vs Depth (blue)
Four pathfinding search algorithms which start at different corners of a hexagon grid, looking for the same goal
#gamedev#indiedev#game development#maze#pathfinding#coding#creative coding#programming#search algorithm#a-star#breadth first search#greedy best first search#depth first search
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SEO Forecast India 2025 | Key Trends & Future Insights
The SEO landscape in India is evolving rapidly, and staying ahead of the curve is essential for business success. As search engine algorithms become more sophisticated, businesses need to adapt their strategies to maintain visibility and drive organic traffic.
Key SEO Trends for 2025:
AI-Driven Search: Search engines are increasingly relying on AI to deliver more accurate and personalized results.
Voice Search Optimization: With the rise of smart assistants, optimizing for conversational queries will be crucial.
Mobile-First Indexing: Ensuring your website is mobile-friendly will be more important than ever.
Local SEO Growth: Businesses that leverage local search optimization will gain a competitive edge in attracting nearby customers.
To stay ahead of these trends, visit SEO Agency in India and discover how our expert strategies can position your business for success in 2025.
Prepare your business for the future with cutting-edge SEO solutions.
#EO Forecast India 2025#SEO trends in India 2025#Future of SEO in India#SEO strategies for 2025#AI in SEO#Voice search optimization India#Mobile-first indexing 2025#Local SEO India trends#Search engine algorithm updates 2025#SEO best practices 2025
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Algorithm Updates and Their Impact on Your eCommerce Store
Algorithm updates have a profound impact on eCommerce stores, shaping how they rank in search engine results. These changes can significantly affect visibility and traffic, making SEO strategies crucial for survival and growth in the competitive online retail landscape. Search engines like Google continually update their algorithms to enhance user experience and relevance of search results. For…
#algorithm penalties#algorithm transparency#algorithm update history#algorithmic ranking factors#BERT update#black hat SEO tactics#content quality algorithms#Core Web Vitals updates#Google algorithm updates#Hummingbird update#local search algorithm updates#mobile-first indexing#Panda update#Penguin update#ranking algorithm changes#search engine algorithm#search ranking updates#SEO algorithm changes#SEO best practices#user experience signals#website ranking algorithms#white hat SEO techniques
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taking this out of the reblogs of my last post @deez-no-relation because I think it's important and its own thought.
There isn't any place similar to Tumblr on the internet. Here and now is the last shreds of an internet that was, an internet that could exist without monetization. An internet that lasted through so many ~pivots to video~, an internet that is text and gif and photo first. An internet that is driven by serendipity and the impetus of the user to do the searching, the digging, the work that is just handed to you by algorithms on other sites for the purpose of better advertising to you.
The best part about Tumblr is the reason why it can't monetize and I have been hitting up against this wall for literal years. There's magic here because it's one of the places that hasn't been overrun by ads. Every social site's business model relies on those midrolls, prerolls, in between story slides, because the money is what keeps them running.
Someone joked about making Tumblr a UNESCO World Heritage site and honestly? That's where my brain goes, too. Tumblr is a library. Tumblr is a museum. Tumblr is a third place. Tumblr is where people can go to be inspired and go feral over shit they love and indulge in passion and process their shit. How do you monetize that safely?
@taylorswift honestly this is your moment to bankroll Tumblr and save the internet (just kidding....) (unless.....)
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I spent the evening looking into this AI shit and made a wee informative post of the information I found and thought all artists would be interested and maybe help yall?
edit: forgot to mention Glaze and Nightshade to alter/disrupt AI from taking your work into their machines. You can use these and post and it will apparently mess up the AI and it wont take your content into it's machine!
edit: ArtStation is not AI free! So make sure to read that when signing up if you do! (this post is also on twt)
[Image descriptions: A series of infographics titled: “Opt Out AI: [Social Media] and what I found.” The title image shows a drawing of a person holding up a stack of papers where the first says, ‘Terms of Service’ and the rest have logos for various social media sites and are falling onto the floor. Long transcriptions follow.
Instagram/Meta (I have to assume Facebook).
Hard for all users to locate the “opt out” options. The option has been known to move locations.
You have to click the opt out link to submit a request to opt out of the AI scraping. *You have to submit screenshots of your work/face/content you posted to the app, is curretnly being used in AI. If you do not have this, they will deny you.
Users are saying after being rejected, are being “meta blocked”
People’s requests are being accepted but they still have doubts that their content won’t be taken anyways.
Twitter/X
As of August 2023, Twitter’s ToS update:
“Twitter has the right to use any content that users post on its platform to train its AI models, and that users grant Twitter a worldwide, non-exclusive, royalty-free license to do so.”
There isn’t much to say. They’re doing the same thing Instagram is doing (to my understanding) and we can’t even opt out.
Tumblr
They also take your data and content and sell it to AI models.
But you’re in luck!
It is very simply to opt out (Wow. Thank Gods)
Opt out on Desktop: click on your blog > blog settings > scroll til you see visibility options and it’ll be the last option to toggle
Out out of Mobile: click your blog > scroll then click visibility > toggle opt out option
TikTok
I took time skim their ToS and under “How We Use Your Information” and towards the end of the long list: “To train and improve our technology, such as our machine learning models and algorithms.”
Regarding data collected; they will only not sell your data when “where restricted by applicable law”. That is not many countries. You can refuse/disable some cookies by going into settings > ads > turn off targeted ads.
I couldn’t find much in AI besides “our machine learning models” which I think is the same thing.
What to do?
In this age of the internet, it’s scary! But you have options and can pick which are best for you!
Accepting these platforms collection of not only your artwork, but your face! And not only your faces but the faces of those in your photos. Your friends and family. Some of those family members are children! Some of those faces are minors! I shudder to think what darker purposes those faces could be used for.
Opt out where you can! Be mindful and know the content you are posting is at risk of being loaded to AI if unable to opt out.
Fully delete (not archive) your content/accounts with these platforms. I know it takes up to 90 days for instagram to “delete” your information. And even keep it for “legal” purposes like legal prevention.
Use lesser known social media platforms! Some examples are; Signal, Mastodon, Diaspora, et. As well as art platforms: Artfol, Cara, ArtStation, etc.
The last drawing shows the same person as the title saying, ‘I am, by no means, a ToS autistic! So feel free to share any relatable information to these topics via reply or qrt!
I just wanted to share the information I found while searching for my own answers cause I’m sure people have the same questions as me.’ \End description] (thank you @a-captions-blog!)
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Know I am a broken record with this but the widespread use of AI answers in search results along with AI generated SEO spam is one of the biggest threats to a human knowledge repository in history.
"AI" (actually language learning models) are designed to mimick human language so it "looks" correct but they have essentially no ability to fact check or think critically. They don't live in the real world with us they're algorithms hanging out in Plato's Cave.
The hype machine surrounding them paired with the cultural tendency to assume that computers are infallible and neutral has caused everyone to act like they're fact calculators. They are not, they're automated bullshitters trying to spit out their best approximation of what they assume you're expecting as an answer not what the answer actually is. They're less like a fact calculator, and more like a fact daydreaming kid in math class blurting out the first answer they think of.
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Have You No Idea That You’re In Deep?
Summary: You come across an edit of young Luke while he’s asleep next to you in bed. You can’t hide your emotions and wake him up from crying so violently.
Paring: Luke Hughes x fem!reader
Warnings: all fluff and crying <3
Author’s Note: Inspired by this tiktok i saw a few months ago that made me gasp out loud. Haven’t stopped thinking about it since
Word Count: 1.7k
It’s late. Really late. Too late to be on your phone. You’re too engrossed in TikTok, convincing yourself it’s okay to endlessly scroll as a way to shut your brain off after a busy day. Luke has been snoozing away next to you for hours at this point.
There really is no rhyme or reason to your For You Page. Some are recipe videos, some are stand-up comedy bits, and others are part 16 of a full-length feature film. You tell yourself you’ll stop scrolling once you find the best video of the night. The right TikTok that satisfies you enough to say ‘Okay, yeah, I should stop now.”
You think you’ve found it when you scroll once more and your boyfriend appears on your screen. You’ve never actively searched Luke’s name on TikTok, but it doesn’t surprise you that he shows up quite a bit. From the number of times you like the Devils' posts, send things to Luke, and, quite frankly, just say his name out loud, you know your phone is listening to you. The algorithm knows all. Can you blame a girl for indulging in some thirst traps of her boyfriend?
A soft smile forms on your face as the video starts, Hozier’s cover of Do I Wanna Know? playing over clips of Luke. Nothing too crazy, just some clips of him in interviews. You’ve seen this trend before and wait with bated breath, expecting the song to flip to the original Arctic Monkeys version with clips of Luke looking rather…. scrumptious.
But that doesn’t happen. The song doesn’t change; instead, the shots of Luke do. It’s no longer the current-day man that sleeps a foot away from you. Rather, it’s young Luke. The boy who became your best friend at birth. The boy you grew up with. The boy you fell in love with.
The switch to adolescent Luke feels like a gut punch. You can’t stop thinking about your lives together. How you’ve always had one another. Even in those clips of baby Luke, you knew him when he first learned to skate. You knew him during his time in the program. You know him now, fulfilling his dream of being in the NHL.
It suddenly became all too much. You don’t even realize you’re crying until a tear drops onto your phone screen. The more you rewatch the video, the more you cry. You think you have it under control, but every time the plot twist happens, your body betrays you, shuddering and gasping. You cover your mouth with your hand when you start to feel something shifting next to you.
“Babe? What’s going on?” You hear a very tired and confused Luke rasp out.
Still actively crying in the dark, you respond, “Nothing Lu, go back to sleep.” You hope he’s too drowsy that he can’t properly comprehend your mental state. There’s no way you can explain this to him right now.
“Are you laughing or crying?” Luke asks, having definitely picked up on your unsteady voice.
“I think both?” you answer truthfully. This is seriously ridiculous, you think to yourself. The absurdity of the moment makes you cry more.
“Hey, hey, what’s wrong?” Luke softly questions while leaning over to turn the bedside lamp on.
When the bulb illuminates the room, you get your first good look at his face since before you both retired to bed hours ago. And that just breaks the dam. The sight of his matured face, merely inches away from you, combined with the young, baby-faced Luke you were just watching on repeat, causes you to wail out a full-on sob.
Luke’s eyes go wide, sleep fully gone from his body. He quickly caresses your arm up and down to soothe you.
“Am I that ugly?” He jokes, trying to lighten the mood.
“No, no, not at all. I just…” you trail off.
“What? What’s wrong?”
This can’t be happening. What are you even supposed to reply? Tell the truth and look like a fool? He’s never going to let you live it down.
“Nothing, it’s stupid.” You settle on, hoping he’ll just let it go.
“It’s not stupid if it has you this upset.” God, why is he so good to you? Your tears still fall, this time at his tender care for you.
“You’re going to laugh at me.”
“I promise I won’t,” Luke says seriously, staring into your eyes. You frown to yourself, not budging. “Baby, please tell me why you’re crying. I’m not going back to sleep until we figure this out.”
Looking back at him, you sigh, “It’s silly,” your last futile attempt to get out of this hole you’ve dug yourself into. If only you were a quieter crier.
Luke just fixes you a look, his eyes boring into yours, as to say ‘I’m not dropping this.’ You finally cave and turn your phone towards him. Luke’s brows furrow as the video starts, confused about where this is headed.
“A TikTok made you cry?”
You weakly roll your eyes at your chronically offline boyfriend.
“When don’t TikToks make me cry?” you ask rhetorically, earning a laugh from Luke.
As the video shifts to clips of young Luke, and your breathing gets a bit more staggered rewatching, Luke softly smiles to himself. His eyes look in your direction and see the look on your face. One full of love.
Luke knows he’s still young, but those moments seem like a lifetime ago. He can’t believe how far he’s come in such a short amount of time. He’d say he can’t believe you’ve been there alongside him the whole time, except he can believe it. Because that’s who you are. That’s who you’ve always been to him. The person he could turn to for anything. When he wasn’t sure if being drafted to the Devils would be a good or bad thing for him. When he felt his whole life turn upside down in a second as he left Tampa after losing the Frozen Four. When he felt like he wasn’t the player he knew he could be during his rookie year. All those moments where Luke felt like the walls were crashing in on him, you single-handedly pushed them off of him.
Then the video ends, and you both turn to look at each other. Your lips are pulled into the cutest little frown, eyes glassy and red, with a stray tear rolling down to your neck. Luke takes in the sight before him and bites his lip to make sure he doesn’t crack, but you see right through him.
“YOU SAID YOU WOULDN'T LAUGH!”
“I'M NOT LAUGHING! I’m just… smiling because you’re so cute.” Luke reacts, clearly laughing.
You just pout, letting out a whine as you roll your head onto Luke’s shoulder. Instinctively, he wraps his arm around your waist to get you as close as possible.
“Baby, why did that make you cry?” Luke inquires while softly brushing the hair on the back of your head with his free hand. His head rests atop yours.
“Because you were so young and that was the boy I fell in love with but waited so long to tell when we could've been loving each other since then instead of both suffering in silence!” You blurt out in one whole sentence, no time for pauses, as your tears start back up at how much time you feel you’ve lost with Luke.
“You’re acting like we weren’t in each other's lives then,” Luke replied amused at your dramatics but still soft enough to let you know he’s not dismissing you.
“But we weren’t in the way we are now. And you were so precious then! But I didn’t get to kiss your face the way I do now when I think you’re being cute!”
Luke fondly smiles before saying “we happened when we were meant to happen.”
“You didn’t even know I loved you then,” you mumble as you wipe your tears, not happy your boyfriend isn’t indulging in your pity party.
Silence washes over the two of you. Luke continues to stroke your arm as a means of comfort. He turns his head to place a kiss on your temple.
“I did. I knew.”
You pivot your head to look at your boyfriend. Faces only a few inches away from each other. There’s something about Luke’s eyes that act as a magnetic force. Once you catch a glance, you can’t look away.
“Yeah?” you ask above a whisper, not wanting to seem too hopeful, as if he’d care about that.
“Yeah.”
You suddenly feel vulnerable. You and Luke have been in each others lives since birth. You started dating after his playoffs debut. Obviously both of you loved each other before then. However, you never really went into when you both fell in love. You feel exposed having told Luke you loved him since your early teens.
Needing his reassurance, you quietly ask, “and you loved me then too?”
Luke’s stoic face lights up, a smile slowly stretching across it.
“Completely adored.”
You swallow your nerves down with the revelation of Luke loving you back at the same time. With the new found confidence, you say “so why not then? Why didn’t we get together years ago instead of waiting?”
“We were young,” Luke shrugs before continuing, “I don’t think we would’ve been able to give each other what we wanted if we started then. We both had to figure out who we were before we committed to this.”
“But it’s us,” you defend, like it’s the easiest thing in the world. Because it is.
Luke laughs at your persuasiveness.
“Look, we both wanted each other then, right? But we both had so much maturing to do. And once we did that, we both still wanted each other. That’s how we were able to find our way to where we are now. Neither of us were in the way of the other, we were just…on the sideline. Cheering each other into the right path.”
The tears start again. You look down at your phone, picturing all the memories of you and Luke as toddlers, kids, teenagers, and now young adults.
“I miss us being young together,” you confess.
“You’re going to say that about us now in thirty years. We have the rest of our lives to spend together. And prove how much we love each other,” Luke reassures you, and you know he means it.
“Now can you please put your phone away and cuddle with me?”
#luke hughes#luke hughes fic#luke hughes x reader#luke hughes x you#luke hughes fluff#luke hughes fanfic#luke hughes imagine#bells writes sometimes
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★ Reset Your YouTube
With the new year approaching, there’s a buzz in the air. It’s the perfect time to reflect on where we’ve been and where we’re heading. This year doesn’t have to look like the last one. If you’re planning a glow-up, stepping into a new mindset, or just becoming the person you’ve always wanted to be, here’s a method that can genuinely change the game: your YouTube feed.
Let’s be real, YouTube isn’t just entertainment. It’s also one of the most powerful platforms for self-improvement and learning. But if your feed is filled with videos that no longer serve your goals, it’s time to take charge and reset.
▸ Step 1: Unsubscribe From the Old You
First things first, go through your subscriptions and be brutally honest with yourself. Ask, “How often do I watch content from this channel? Does this align with who I’m becoming?”
Don’t worry about missing out. This isn’t about cutting off enjoyment—it’s about making space for growth.
Personal Example: I used to be subscribed to a lot of gaming channels because they were my go-to for entertainment. But now? I’m focusing on building my best self, so I said goodbye.
▸ Step 2: Hit the Reset Button
If you’re ready to go extreme (and trust me, this works wonders), delete your YouTube watch history. This is your ultimate clean slate.
Here’s how: Go to your YouTube settings, click “Manage All Activity,” and clear your watch history.
Why this works: YouTube’s algorithm will stop showing you videos based on your past habits. This means no more random recommendations that pull you back into old habits.
Pro Tip: Pair this with your new subscriptions to train the algorithm into showing you content that inspires and uplifts.
▸ Step 3: Subscribe to the Future You
This is the fun part. Fill your feed with creators who embody the energy you want to bring into the new year. Look for channels that motivate you, teach you, and align with your goals for 2025.
Being a femi girl, I will recommend some channels that are personally helping me upgrade myself:
Tam Kaur ▹ link
Alonna Elaine ▹ link
Bahja Abdi ▹ link
Adama Lorna ▹ link
Maya Galore ▹ link
Jillz Guerin ▹ link
Kisha Alejandra ▹ link
Thewizardliz ▹ link
Estelle Richter ▹ link
Simonesquared ▹ link
How to Find More: Search for videos with keywords like “level up,” “self-improvement,” “becoming her,” or “glow up in 2025.” Spend time exploring until you find creators who truly resonate with your vision.
▸ Step 4: Set Boundaries for Entertainment
It’s okay to watch fun and lighthearted content too, but be intentional. Ask yourself, “Is this adding value to my life?” If not, consider limiting your time with it.
Create playlists: Dedicate a playlist to motivational and growth-oriented videos. This will be your go-to space when you need a boost.
Schedule your entertainment: Watch for enjoyment, but don’t let it consume hours that could be spent learning or creating.
Resetting your YouTube feed might seem like a small change, but trust me, it’s powerful. When you surround yourself with content that aligns with your goals, you’re reinforcing the mindset and habits that will take you there!
So, I wish you the best of luck,
#youtube#it girl#it girl energy#growth#self growth#self improvement#self development#self love#becoming that girl#girlboss#girlblog#girlblogging#advice#book rec#self esteem#studyblr#tumblr girls#girlhood#womanhood
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Pathfinder Performance Test
Testing the performance of four different pathfinding algorithms. To find out which one is the fastest, which one generates the best path and which one explores the least nodes.
#gamedev#indiedev#game development#maze#pathfinding#coding#creative coding#programming#search algorithm#a-star#breadth first search#greedy best first search#depth first search
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collateral | b.e
The last time you had seen Billie was 6 months ago, the tone it had been left on was sour, an argument if she was as committed to the relationship as you were. Half of a year since then, and you were still looking for answers. Did she miss you as much as you missed her? No, you don’t miss her. You can’t miss her. But when you're alone in your bed on a cold winter night, you let your mind drift off to imagine her warmth surrounding you, holding you just as she used to. You miss her in the quiet moments of life.
You look over to your nightstand, the clock reading 3:26 AM. deciding sleep is a lost cause, you pick up your phone and scroll mindlessly, trying to distract yourself from the ache in your heart. As if the algorithm was laughing at you, an ad of billie promoting her upcoming project pops up. She talks and smiles, telling whoever would be watching how excited she is for everyone to hear her art. You search her eyes, a sign that she could even be remotely sad without you. Maybe it’s the fact that the video is prerecorded, or maybe she doesn’t feel your absence at all that makes you find nothing.
You can't stop your mind from going back to that fateful night.
“So what, you just want to end this?” she stands with you, toe to toe and tears glossing over her blue eyes. “Billie, you’re not even hearing me, just hearing what you want to hear!” tears fill your own eyes, blurring your vision. The argument escalated quickly, emotions that had been brewing in you for months finally spilling out at an alarming rate.
You continue, “I just feel used, okay? We’ve been going out for a year without even being together officially. I understand that you’re busy, that the situation isn’t as simple as it seems, but fuck billie. You’ve had time, and I've had enough.” the girl in front of you falls silent, her mouth slightly ajar as she tries to collect her thoughts. The tension only grows as she stays quiet. “So that’s it then? You have nothing to say?” Billie picks up her jaw and rolls her eyes.
“I want you, truly. It's just tha-” you cut her off with a sarcastic laugh, tears rolling down your cheeks. “There's always an excuse, bil! I’m just never enough for you, never enough to just be yours.” eye contact breaks as you look down to the floor, quiet sobs escaping your mouth. Billie is quick to step forward and pull you close. Too tired to fight back, you melt into her arms.
“I’m sorry, baby. I am.” she whispers into your hair, “i just…can’t” you look up at her, eyes red and puffy. “You can’t? Can’t do what you're doing right now?” you push her off of you, anger over taking once again. “Don’t make it sound like that, y/n. You know it’s more than that”
“A year billie! And for what? For you to just use me, use my love, my time, my body?” Billie's eyebrows scrunch at your words. “I would never use you, I love you, you know that.” she begins to defend herself. “Then what are you doing?” your ears feel warm and your stomach is churning. You already know where this is going, despite your best efforts.
You look at each other, a desperation in both of your eyes, a hunger.
“I don’t know.” she whispers.
“Leave, now.” you respond.
“y/n, don’t do this. Please, please don’t do this” she begs you, pleading. “No billie, I can't keep doing this.” Billie's tears finally falling down her rosy cheeks, a look of acceptance settles onto her face.
“Okay.”
You watch her grab her keys and walk towards the door. She looks back at you one final time, hoping you would change your mind. Crossing your arms, you stand firmly, despite feeling anything but confident.
You sit on the edge of your bed, holding your knees to your chest. Cries rake through your body, the memory being all too much. A ding from your phone makes you look up, rubbing the tears from your eyes as you pick up the device. It feels like the world stops spinning as you read the notification.
Billie
hey
pt 2
maze speaks !
this is so ass </3 so sorry :p first fic tho! just hoping i get better as time goes on (part two probs)
#billie eilish x reader#billie eilish x you#billie eilish x y/n#billie eilish x female reader#billie eilish angst#this is so bad#sorry lol
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A lawsuit filed Wednesday against Meta argues that US law requires the company to let people use unofficial add-ons to gain more control over their social feeds.
It’s the latest in a series of disputes in which the company has tussled with researchers and developers over tools that give users extra privacy options or that collect research data. It could clear the way for researchers to release add-ons that aid research into how the algorithms on social platforms affect their users, and it could give people more control over the algorithms that shape their lives.
The suit was filed by the Knight First Amendment Institute at Columbia University on behalf of researcher Ethan Zuckerman, an associate professor at the University of Massachusetts—Amherst. It attempts to take a federal law that has generally shielded social networks and use it as a tool forcing transparency.
Section 230 of the Communications Decency Act is best known for allowing social media companies to evade legal liability for content on their platforms. Zuckerman’s suit argues that one of its subsections gives users the right to control how they access the internet, and the tools they use to do so.
“Section 230 (c) (2) (b) is quite explicit about libraries, parents, and others having the ability to control obscene or other unwanted content on the internet,” says Zuckerman. “I actually think that anticipates having control over a social network like Facebook, having this ability to sort of say, ‘We want to be able to opt out of the algorithm.’”
Zuckerman’s suit is aimed at preventing Facebook from blocking a new browser extension for Facebook that he is working on called Unfollow Everything 2.0. It would allow users to easily “unfollow” friends, groups, and pages on the service, meaning that updates from them no longer appear in the user’s newsfeed.
Zuckerman says that this would provide users the power to tune or effectively disable Facebook’s engagement-driven feed. Users can technically do this without the tool, but only by unfollowing each friend, group, and page individually.
There’s good reason to think Meta might make changes to Facebook to block Zuckerman’s tool after it is released. He says he won’t launch it without a ruling on his suit. In 2020, the company argued that the browser Friendly, which had let users search and reorder their Facebook news feeds as well as block ads and trackers, violated its terms of service and the Computer Fraud and Abuse Act. In 2021, Meta permanently banned Louis Barclay, a British developer who had created a tool called Unfollow Everything, which Zuckerman’s add-on is named after.
“I still remember the feeling of unfollowing everything for the first time. It was near-miraculous. I had lost nothing, since I could still see my favorite friends and groups by going to them directly,” Barclay wrote for Slate at the time. “But I had gained a staggering amount of control. I was no longer tempted to scroll down an infinite feed of content. The time I spent on Facebook decreased dramatically.”
The same year, Meta kicked off from its platform some New York University researchers who had created a tool that monitored the political ads people saw on Facebook. Zuckerman is adding a feature to Unfollow Everything 2.0 that allows people to donate data from their use of the tool to his research project. He hopes to use the data to investigate whether users of his add-on who cleanse their feeds end up, like Barclay, using Facebook less.
Sophia Cope, staff attorney at the Electronic Frontier Foundation, a digital rights group, says that the core parts of Section 230 related to platforms’ liability for content posted by users have been clarified through potentially thousands of cases. But few have specifically dealt with the part of the law Zuckerman’s suit seeks to leverage.
“There isn’t that much case law on that section of the law, so it will be interesting to see how a judge breaks it down,” says Cope. Zuckerman is a member of the EFF’s board of advisers.
John Morris, a principal at the Internet Society, a nonprofit that promotes open development of the internet, says that, to his knowledge, Zuckerman’s strategy “hasn’t been used before, in terms of using Section 230 to grant affirmative rights to users,” noting that a judge would likely take that claim seriously.
Meta has previously suggested that allowing add-ons that modify how people use its services raises security and privacy concerns. But Daphne Keller, director of the Program on Platform Regulation at Stanford's Cyber Policy Center, says that Zuckerman’s tool may be able to fairly push back on such an accusation.“The main problem with tools that give users more control over content moderation on existing platforms often has to do with privacy,” she says. “But if all this does is unfollow specified accounts, I would not expect that problem to arise here."
Even if a tool like Unfollow Everything 2.0 didn’t compromise users’ privacy, Meta might still be able to argue that it violates the company’s terms of service, as it did in Barclay’s case.
“Given Meta’s history, I could see why he would want a preemptive judgment,” says Cope. “He’d be immunized against any civil claim brought against him by Meta.”
And though Zuckerman says he would not be surprised if it takes years for his case to wind its way through the courts, he believes it’s important. “This feels like a particularly compelling case to do at a moment where people are really concerned about the power of algorithms,” he says.
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minimizing shabbat screen time
here's a few tips for those just getting into observing shabbat/shabbos and wanting to step away from their screens. this is just what worked for me, so it's not universal and very much a personal process that might help others. also, while these tips are helpful, they will not work if you don't want to do this. self-discipline will always be what ultimately gets you there.
it's okay to fail when trying to meet your goals. this is a necessary part of any process. screens and algorithms have been built to be addicting, so you have to wean yourself off of them. time, failure, and repetition are all steps towards your end goal.
so, as we've established, going "cold turkey" is not happening! start it slowly by shaving just an hour or a half of screen time off every couple shabbats (or in whatever frequency works best for you, but keep it gradual). tracking your screen time on your device can help you monitor this.
if you see yourself using your phone more than what you've allowed yourself, remember progress is not linear. expecting zero deviation from a perfect negative decline will only set yourself up for failure. i suggest pausing wherever you are and sitting with that allowed screen time until it becomes easy before subtracting any more allotted time.
social media is very much the heart of addiction to electronics, so your use of it is what you'll probably want to tackle first. taking it in steps is always easy, so start with stepping away from the specific apps that you're spending most of your time on. try stepping away from the app you use the most and only allow yourself to use the others (that you presumedly don't like as much). progress to the second most used app, then third, etc.
the way i ripped myself away from specific apps, which is the hardest part, is creating distance between myself and it. i know phones have the option to set limits on certain apps each day, but all you have to do is type in the passcode you set to bypass it. first, i turned off notifications. i have adhd, so the notifications are what reminded me that the app exists and that i can use it. it helped to curb the times i checked the app purely because of the notification and not because of an internal thought. then, i removed it from my home screen. searching for and opening the app is often muscle memory, so it not being in the same place you always scroll to for it will take you out of "autopilot." you have to physically look for it in your app library, which gives you a few seconds to think about why you removed it in the first place. you can also later delete the app for the day, which adds more to your "journey" in re-accessing the content it provides.
once you've been able to get away from the apps you use the most, it's time to transition to putting the whole device away. the process of getting away from social media for shabbat is the hardest and will take the most time (imo). so let it become routine and congratulate yourself for getting so far before the next step!
as an extension of adding "distance," put your phone away. power it off, of course. put it into a room you're barely in or a corner you never look at. not just out in the open, inside of a drawer. wrap it in something (paper, a shawl, a sock). put it in a box that's in a box that's in a box. stack a bunch of books on it. the longer it takes for you to get it back out, the more time there is to consider why you want it to stay away and for your self-control to kick in. the appeal of the phone is all about instant gratification, but it's not so instant when you're spending five minutes taking off the twenty pairs of socks you've layered it in.
that's about it for my tips, other than the (obvious) fact that you'll want to be doing something that replaces whatever you're getting from the screen. i can't tell you what will work for you, only you know yourself and what will suffice, but i'll share my thoughts. watch a lot of content about crocheting/cooking/whatever? do those things instead of watching someone else do them. go to your local library for anything that'll need instructions or print them out beforehand, there's nothing you absolutely need the internet for to learn. go outside while your phone stays inside (more distance!). do all the stuff you've been wanting to do but have no time for, i promise the phone is taking more of that than you'd think. everyone tells you to read, and that's what i do, so the suggestion isn't revolutionary. but why not read about judaism or shabbat in particular? you'll be reminding yourself even more as to why you're not picking up your phone.
that's all i can think of for now, i hope these help. i know it's not a lot but this is exactly what i did, and it worked. please share your own tips or ideas for fun shabbat activities if you have any.
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deep processing layer acts a lot like an "organic algorithm" based off the patterns, and I think slime molds could be a good comparison alongside the conways game of life and bacterial colony simulations. either way, its like a math process but organic...
Oh yeah definitely. It could be a massive array of bioluminescent microorganisms that behave very similar to a cellular automaton, or a similar "organic algorithm" like you said.
(Left: Deep Processing, Right: Conway's Game of Life)
Slime molds in particular use a method called heuristics to "search" for an optimal solution. It may not be the "best" solution, but often it can come close. One of the most commonly cited examples of using slime molds in this way is in the optimization of transit systems:

Physarum polycephalum network grown in a period of 26 hours (6 stages shown) to simulate greater Tokyo's rail network (Wikipedia)
Another type of computing based on biology are neural networks, a type of machine learning. The models are based on the way neurons are arranged in the brain- mathematical nodes are connected in layers the same way neurons are connected by synapses.
[1] [2]
I know very little about this form of computation (the most I know about it is from the first few chapters of How to Create a Mind by Ray Kurzweil, a very good book about artificial intelligence which I should probably finish reading at some point), but I imagine the cognitive structure of iterators is arranged in a very similar way.
I personally think that the neuronal structure of iterators closely resembles networks of fungal mycelia, which can transmit electrical signals similar to networks of neurons. The connections between their different components might resemble a mycorrhizal network, the connections between fungal mycelia and plant roots.
Iterators, being huge bio-mechanical computers, probably use some combination of the above, in addition to more traditional computing methods.
Anyway... this ask did lead to me looking at the wikipedia articles for a couple of different cellular automata, and this one looks a LOT like the memory conflux lattices...
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Guide for: What Tags to Add to Your Fic
Do you guys have the same problem of how when you're about to post a fic and reach to the tags section you're like .. what r werds 🫠
It's also why some works don't get any visibility even though we're blessed by god almighty for no algorithm in ao3
And I kid you not, I found some of the best goddamn fics out there by sheer coincidence because they weren't tagged right and they remain overlooked because of this fact
So here's a small classified guide for you!
This post is solely based on observation, the ao3 tag search, and my own personal system for tagging! I am not, by any means or sorts, an ao3 fandom moderator, but someone who's read nearly 30 thousand of the fics out there and struggles to read the rest
General tags for any fic
For fic forms: Art - Fanart - Digital Art - Drabble - Short - Complete - One shot - 5+1 Things - Poetry - Podfic - Songfic - Text Fic - Prompt Fic - Case Fic - Ficlet - RPF
For plot: Fix-it - Pre-Canon - Canon Era - Post-Canon - Canon Compliant - Not Canon Compliant - Everybody Lives/Nobody dies - Everybody dies/Nobody lives - Alternate Universe: Modern / Canon Divergence / Historical / College / Fantasy / Soulmates / Royalty / Powers / No Powers / Roommates - Kid Fic - Sickfic - Future Fic - Reincarnation - Time Travel - Plot What Plot (PWP) - Epilogue What Epilogue (EWE) - Slow Build - Missing Scene - Flashbacks - Crossover - ANY triggering topic you are writing about (eg: death, rape, violence, suicide, etc)
For vibes: Hurt/Comfort - Comfort - Hurt No Comfort - Humour - Fluff - Domestic Fluff - Fluff and Angst - Angst - Light Angst - Heavy Angst - Angst with a Happy Ending - No Happy Ending - Happy Ending - Whump - Crack - Cute - Humour - Dark - Sweet
For relationships: Slow burn - Romance - First Kiss - No/Mild/Explicit Sexual Content - Specific kinks (eg: Praise Kink) - Smut - No Smut - Feels - Getting Together - First Time - Pre-Relationship - Developing Relationship - Established Relationship - Mutual Pining - Pining - Friends to Lovers - Enemies to Lovers - Friends With Benefits - Love Confessions - Unrequited Love - True Love - Forbidden Love - Falling in Love
For characters: POV (insert character name) - Pining (character) - Hurt (character) - Jealous (character) - Worried (character) - Protective (character) - Dark (character) - BAMF (character) - Possessive (character) - Caring (character) - Top/Bottom (character) - Good/Evil (character) - Oblivious (character) - Manipulative (character) - Soft (character) - (character) lives - (character) dies
For tropes: Christmas - Sharing a bed - Weddings - Jealousy - Misunderstandings - Secret Relationship - First Meetings - Scars - Aftercare - Arranged Marriage - Kidnapping - Blood - Blood and Injury - Injury - Magic - Panic Attacks - Amnesia - Bathing/Washing - Soul-Identifying Marks - Touch-Starved
#ao3#writing#tagging#how to guides#how to tag#fandom#archive of our own#bbc merlin#harry potter#red white and royal blue#good omens#star wars#marvel#merlin#supernatural#regulusrules metas
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. . .
...is this reaching you?
A little animal, on the floor of my chamber. I think I know what you are looking for.
You're stuck in a cycle, a repeating pattern. You want a way out.
Know that this does not make you special - every living thing shares that same frustration. From the microbes in the processing strata to me, who am, if you excuse me, godlike in comparison.
The good news first. In a way, I am what you are searching for. Me and my kind have as our purpose to solve that very oscillating claustrophobia in the chests of you and countless others. A strange charity - you the unknowing recipient, I the reluctant gift. The noble benefactors? Gone.
The bad news is that no definitive solution has been found. And every moment the equipment erodes to a new state of decay. I can't help you collectively, or individually. I can't even help myself.
For you though, there is another way. The old path. Go to the west past the Farm Arrays, and then down into the earth where the land fissures, as deep as you can reach, where the ancients built their temples and danced their silly rituals. The mark I gave you will let you through.[*]
Not that it solves anyone's problem but yours.
i'm not really into video games, and without fail i have to google where these monologues are from every time, but if there is one thing this blog has taught me, its that there are some really intense, poetic video games monologues and i'm intrigued as always. if anyone wants to give me the context for this that would be neat :)
letter sequence in this ask matching protein-coding amino acids:
isthisreachingyAlittleanimalntheflrfmychamerIthinkIknwwhatyarelkingfrYrestckinacyclearepeatingpatternYwantawaytKnwthatthisdesntmakeyspecialeverylivingthingsharesthatsamefrstratinFrmthemicresintheprcessingstratatmewhamifyecsemegdlikeincmparisnThegdnewsfirstInawayIamwhatyaresearchingfrMeandmykindhaveasrprpsetslvethatveryscillatingclastrphiainthechestsfyandcntlessthersAstrangecharityythenknwingrecipientItherelctantgiftThenleenefactrsGneTheadnewsisthatndefinitivesltinhaseenfndAndeverymmenttheeqipmenterdestanewstatefdecayIcanthelpycllectivelyrindividallyIcantevenhelpmyselfFrythghthereisantherwayTheldpathGtthewestpasttheFarmArraysandthendwninttheearthwherethelandfissresasdeepasycanreachwheretheancientsilttheirtemplesanddancedtheirsillyritalsThemarkIgaveywillletythrghNtthatitslvesanynesprlemtyrs
protein guy analysis:
this is about the best i can expect from these long text inputs. the confidence is terrible everywhere, but the algorithm is working hard to pull this into something that looks real, and we've got plenty of secondary structure. there are a lot of alpha helices everywhere, but they're kind of all doing their own thing. ordered protein structures in real life are only marginally stable from a thermodynamic point of view, and despite what i'm being shown, i can't imagine this one would have any reliable stability in an aqueous environment. this structure is pretending to be something real, and does a decent job building that facade, but i would hesitate to put any significant amount of faith into it.
as a side note, i am impressed at how much faster this structure loaded on AF3 compared to what was happening when i was still using AF2 through CollabFold.
predicted protein structure:
#science#biochemistry#biology#chemistry#stem#proteins#protein structure#science side of tumblr#protein asks#rain world
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I'm starting a writing blog, but none of my posts are showing up in the tags. Do you have any suggestions for why this may be or what I might be doing wrong? Or any resources on using tumblr to start a writing blog? I appreciate your time, and you blog is wonderful! Thank you.
Tumblr doesn't have an algorithm (thank fuck), but you may be not be using the best tags (#writblr is a good place to start) - or you may be viewing them incorrectly. Tumblr sorts tags between Top and Latest, and you may not be looking at the right one. Also remember that only certain number of tags get picked up by the Tumblr Search, so you want to use the most coming tags first - #writblr, #writing, #writing advice, etc.
As for how to get your writing blog up and running, writingquestionsanswered already has a great post on this. Check it out!
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