#AI and SEO

[mehmetyildizmelbourne-blog]

How AI Will Shape Content Creation in 2025

If you’re still grinding out posts the same way you did in 2015, you’ll be left in the dust by the AI-powered pros. Artificial intelligence isn’t just a buzzword anymore — it’s the engine behind faster workflows, smarter content, and blog posts that connect with readers like never before. So let’s dive in and break down how AI is flipping the script on content creation. 1. AI as Your Writing…

[techdriveplay]

What Is the Future of Digital Marketing in the Age of AI?

As artificial intelligence (AI) continues to evolve, it is dramatically altering the landscape of digital marketing. No longer just a futuristic concept, AI has become an essential tool that companies of all sizes are leveraging to streamline processes, improve customer experiences, and stay competitive. But what is the future of digital marketing in the age of AI, and how will these changes…

[mostlysignssomeportents]

Google is (still) losing the spam wars to zombie news-brands

I'm touring my new, nationally bestselling novel The Bezzle! Catch me TONIGHT (May 3) in CALGARY, then TOMORROW (May 4) in VANCOUVER, then onto Tartu, Estonia, and beyond!

Even Google admits – grudgingly – that it is losing the spam wars. The explosive proliferation of botshit has supercharged the sleazy "search engine optimization" business, such that results to common queries are 50% Google ads to spam sites, and 50% links to spam sites that tricked Google into a high rank (without paying for an ad):

https://developers.google.com/search/blog/2024/03/core-update-spam-policies#site-reputation

It's nice that Google has finally stopped gaslighting the rest of us with claims that its search was still the same bedrock utility that so many of us relied upon as a key piece of internet infrastructure. This not only feels wildly wrong, it is empirically, provably false:

https://downloads.webis.de/publications/papers/bevendorff_2024a.pdf

Not only that, but we know why Google search sucks. Memos released as part of the DOJ's antitrust case against Google reveal that the company deliberately chose to worsen search quality to increase the number of queries you'd have to make (and the number of ads you'd have to see) to find a decent result:

https://pluralistic.net/2024/04/24/naming-names/#prabhakar-raghavan

Google's antitrust case turns on the idea that the company bought its way to dominance, spending the some of the billions it extracted from advertisers and publishers to buy the default position on every platform, so that no one ever tried another search engine, which meant that no one would invest in another search engine, either.

Google's tacit defense is that its monopoly billions only incidentally fund these kind of anticompetitive deals. Mostly, Google says, it uses its billions to build the greatest search engine, ad platform, mobile OS, etc that the public could dream of. Only a company as big as Google (says Google) can afford to fund the R&D and security to keep its platform useful for the rest of us.

That's the "monopolistic bargain" – let the monopolist become a dictator, and they will be a benevolent dictator. Shriven of "wasteful competition," the monopolist can split their profits with the public by funding public goods and the public interest.

Google has clearly reneged on that bargain. A company experiencing the dramatic security failures and declining quality should be pouring everything it has to righting the ship. Instead, Google repeatedly blew tens of billions of dollars on stock buybacks while doing mass layoffs:

https://pluralistic.net/2024/02/21/im-feeling-unlucky/#not-up-to-the-task

Those layoffs have now reached the company's "core" teams, even as its core services continue to decay:

https://qz.com/google-is-laying-off-hundreds-as-it-moves-core-jobs-abr-1851449528

(Google's antitrust trial was shrouded in secrecy, thanks to the judge's deference to the company's insistence on confidentiality. The case is moving along though, and warrants your continued attention:)

https://www.thebignewsletter.com/p/the-2-trillion-secret-trial-against

Google wormed its way into so many corners of our lives that its enshittification keeps erupting in odd places, like ordering takeout food:

https://pluralistic.net/2023/02/24/passive-income/#swiss-cheese-security

Back in February, Housefresh – a rigorous review site for home air purifiers – published a viral, damning account of how Google had allowed itself to be overrun by spammers who purport to provide reviews of air purifiers, but who do little to no testing and often employ AI chatbots to write automated garbage:

https://housefresh.com/david-vs-digital-goliaths/

In the months since, Housefresh's Gisele Navarro has continued to fight for the survival of her high-quality air purifier review site, and has received many tips from insiders at the spam-farms and Google, all of which she recounts in a followup essay:

https://housefresh.com/how-google-decimated-housefresh/

One of the worst offenders in spam wars is Dotdash Meredith, a content-farm that "publishes" multiple websites that recycle parts of each others' content in order to climb to the top search slots for lucrative product review spots, which can be monetized via affiliate links.

A Dotdash Meredith insider told Navarro that the company uses a tactic called "keyword swarming" to push high-quality independent sites off the top of Google and replace them with its own garbage reviews. When Dotdash Meredith finds an independent site that occupies the top results for a lucrative Google result, they "swarm a smaller site’s foothold on one or two articles by essentially publishing 10 articles [on the topic] and beefing up [Dotdash Meredith sites’] authority."

Dotdash Meredith has keyword swarmed a large number of topics. from air purifiers to slow cookers to posture correctors for back-pain:

https://housefresh.com/wp-content/uploads/2024/05/keyword-swarming-dotdash.jpg

The company isn't shy about this. Its own shareholder communications boast about it. What's more, it has competition.

Take Forbes, an actual news-site, which has a whole shadow-empire of web-pages reviewing products for puppies, dogs, kittens and cats, all of which link to high affiliate-fee-generating pet insurance products. These reviews are not good, but they are treasured by Google's algorithm, which views them as a part of Forbes's legitimate news-publishing operation and lets them draft on Forbes's authority.

This side-hustle for Forbes comes at a cost for the rest of us, though. The reviewers who actually put in the hard work to figure out which pet products are worth your money (and which ones are bad, defective or dangerous) are crowded off the front page of Google and eventually disappear, leaving behind nothing but semi-automated SEO garbage from Forbes:

https://twitter.com/ichbinGisele/status/1642481590524583936

There's a name for this: "site reputation abuse." That's when a site perverts its current – or past – practice of publishing high-quality materials to trick Google into giving the site a high ranking. Think of how Deadspin's private equity grifter owners turned it into a site full of casino affiliate spam:

https://www.404media.co/who-owns-deadspin-now-lineup-publishing/

The same thing happened to the venerable Money magazine:

https://moneygroup.pr/

Money is one of the many sites whose air purifier reviews Google gives preference to, despite the fact that they do no testing. According to Google, Money is also a reliable source of information on reprogramming your garage-door opener, buying a paint-sprayer, etc:

https://money.com/best-paint-sprayer/

All of this is made ten million times worse by AI, which can spray out superficially plausible botshit in superhuman quantities, letting spammers produce thousands of variations on their shitty reviews, flooding the zone with bullshit in classic Steve Bannon style:

https://escapecollective.com/commerce-content-is-breaking-product-reviews/

As Gizmodo, Sports Illustrated and USA Today have learned the hard way, AI can't write factual news pieces. But it can pump out bullshit written for the express purpose of drafting on the good work human journalists have done and tricking Google – the search engine 90% of us rely on – into upranking bullshit at the expense of high-quality information.

A variety of AI service bureaux have popped up to provide AI botshit as a service to news brands. While Navarro doesn't say so, I'm willing to bet that for news bosses, outsourcing your botshit scams to a third party is considered an excellent way of avoiding your journalists' wrath. The biggest botshit-as-a-service company is ASR Group (which also uses the alias Advon Commerce).

Advon claims that its botshit is, in fact, written by humans. But Advon's employees' Linkedin profiles tell a different story, boasting of their mastery of AI tools in the industrial-scale production of botshit:

https://housefresh.com/wp-content/uploads/2024/05/Advon-AI-LinkedIn.jpg

Now, none of this is particularly sophisticated. It doesn't take much discernment to spot when a site is engaged in "site reputation abuse." Presumably, the 12,000 googlers the company fired last year could have been employed to check the top review keyword results manually every couple of days and permaban any site caught cheating this way.

Instead, Google is has announced a change in policy: starting May 5, the company will downrank any site caught engaged in site reputation abuse. However, the company takes a very narrow view of site reputation abuse, limiting punishments to sites that employ third parties to generate or uprank their botshit. Companies that produce their botshit in-house are seemingly not covered by this policy.

As Navarro writes, some sites – like Forbes – have prepared for May 5 by blocking their botshit sections from Google's crawler. This can't be their permanent strategy, though – either they'll have to kill the section or bring it in-house to comply with Google's rules. Bringing things in house isn't that hard: US News and World Report is advertising for an SEO editor who will publish 70-80 posts per month, doubtless each one a masterpiece of high-quality, carefully researched material of great value to Google's users:

https://twitter.com/dannyashton/status/1777408051357585425

As Navarro points out, Google is palpably reluctant to target the largest, best-funded spammers. Its March 2024 update kicked many garbage AI sites out of the index – but only small bottom-feeders, not large, once-respected publications that have been colonized by private equity spam-farmers.

All of this comes at a price, and it's only incidentally paid by legitimate sites like Housefresh. The real price is borne by all of us, who are funneled by the 90%-market-share search engine into "review" sites that push low quality, high-price products. Housefresh's top budget air purifier costs $79. That's hundreds of dollars cheaper than the "budget" pick at other sites, who largely perform no original research.

Google search has a problem. AI botshit is dominating Google's search results, and it's not just in product reviews. Searches for infrastructure code samples are dominated by botshit code generated by Pulumi AI, whose chatbot hallucinates nonexistence AWS features:

https://www.theregister.com/2024/05/01/pulumi_ai_pollution_of_search/

This is hugely consequential: when these "hallucinations" slip through into production code, they create huge vulnerabilities for widespread malicious exploitation:

https://www.theregister.com/2024/03/28/ai_bots_hallucinate_software_packages/

We've put all our eggs in Google's basket, and Google's dropped the basket – but it doesn't matter because they can spend $20b/year bribing Apple to make sure no one ever tries a rival search engine on Ios or Safari:

https://finance.yahoo.com/news/google-payments-apple-reached-20-220947331.html

Google's response – laying off core developers, outsourcing to low-waged territories with weak labor protections and spending billions on stock buybacks – presents a picture of a company that is too big to care:

https://pluralistic.net/2024/04/04/teach-me-how-to-shruggie/#kagi

Google promised us a quid-pro-quo: let them be the single, authoritative portal ("organize the world’s information and make it universally accessible and useful"), and they will earn that spot by being the best search there is:

https://www.ft.com/content/b9eb3180-2a6e-41eb-91fe-2ab5942d4150

But – like the spammers at the top of its search result pages – Google didn't earn its spot at the center of our digital lives.

It cheated.

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/05/03/keyword-swarming/#site-reputation-abuse

Image: freezelight (modified) https://commons.wikimedia.org/wiki/File:Spam_wall_-_Flickr_-_freezelight.jpg

CC BY-SA 2.0 https://creativecommons.org/licenses/by-sa/2.0/deed.en

[seo-changbinnies]

my favorite binnie looks (265/∞)

[tapiocasaturn404]

⇢ ˗ˏˋ Chapter Three ࿐ྂ

Word Count: ~1.7k Summary: Lizzie struggles to find the recording studio where she’s supposed to meet Seungmin and I.N. When she finally does, a misunderstanding leads to Seungmin suspecting she’s a stalker, much to I.N’s amusement.

Lizzie's brow furrowed in frustration as she stared at her phone screen, tapping the same spot repeatedly in an attempt to get the map to load.The digital map was a maze of corridors and rooms, each labeled with tiny, indecipherable text. The bright screen illuminated her features, highlighting the small lines of worry around her eyes and the determined set of her jaw. The faint glow cast shadows on her cheeks, making her appear more tired and lost than she already felt.

Somewhere between the third set of identical, sterile hallways and a nondescript door labeled "Maintenance," Lizzie came to the unsettling realization that she might have been wandering in circles for the past ten minutes. The JYPE building was an expansive maze, a modern labyrinth where every corridor mirrored the last—sleek, unblemished white walls that gleamed under the fluorescent lights, glass doors reflecting her confused expression, and an infuriating lack of signage to guide her to the recording studios.

The sound of muffled singing and instruments filtered through the hallway, but she couldn’t tell where it was coming from.

"Great," she muttered under her breath, her eyes flicking to the digital clock on her phone. Time was slipping away, and she was already late. Just as she contemplated sending a desperate text to Chan for assistance, her gaze landed on a door slightly ajar at the end of the dimly lit hallway. A soft, lilting melody floated out like a whisper in the air, and Lizzie's heart leapt with a mix of relief and anticipation.

Finally, she had found it.

With cautious steps, she approached the door, her footsteps barely making a sound on the polished wooden floor. She paused just outside, taking a moment to steady herself before peeking inside to see what awaited her beyond the threshold.

Seungmin was perched in a swivel chair by the mixing console, his head tilted slightly, eyes closed as he intently listened to the playback. The soft glow of the control room lights reflected off the sleek surfaces of the equipment, casting gentle shadows. Across the room, I.N lounged on a plush, overstuffed couch, his fingers deftly scrolling through his phone, the screen's light illuminating his features in the dim space. Lizzie stepped inside, feeling a wave of relief wash over her—until Seungmin turned, his eyes meeting hers, and the moment shifted.

His brow furrowed instantly, casting shadows over his eyes as he narrowed them, scrutinizing her from head to toe. “Uh…” Seungmin's voice was edged with suspicion, each word deliberate and cautious. “What are you doing here?” Lizzie blinked, her mind racing as uncertainty crept in, her heart pounding in her chest. “I’m… supposed to meet you?” she ventured, her voice a mix of hesitation and hope. Seungmin's frown carved deeper lines into his forehead. “Meet me?” he echoed, his tone laced with disbelief and confusion.

At the sound of his voice, I.N glanced up from his phone, his eyebrows lifting slightly in curiosity, though his features remained calm and composed compared to Seungmin's more animated expression. Lizzie parted her lips to offer an explanation, but Seungmin abruptly rose from his seat, folding his arms tightly across his chest. "Hold on—how did you even manage to get in here?" he demanded, his voice edged with suspicion.

“What?” Lizzie asked, caught off guard.

Seungmin's eyes became thin slits, disbelief etched across his face as he leaned forward slightly. “Are you a stalker or something?” he asked, his voice laced with suspicion. Lizzie's mouth fell open in shock, her eyebrows shooting up. “A stalker?!” she echoed, her voice rising with a mix of surprise and indignation.

“Well, what else am I supposed to think?” Seungmin shot back. “You’re just standing there, staring at us—”

“I wasn’t staring—”

“You were definitely staring!”

I.N remained seated, his lips curling into a smirk as he let out a soft snort, his eyes gleaming with amusement at the unfolding conversation. Lizzie quickly raised her hands in a gesture of surrender, her voice slightly hurried. "Okay, listen. My name is Elizabeth. I’m not a stalker. Chan sent me here—”

Seungmin arched an eyebrow, a hint of skepticism in his gaze as he interrupted her. "Chan? What does Chan have to do with this?"

Lizzie faltered, her words catching in her throat as uncertainty flickered across her face. "He… didn’t tell you?"

“Tell me what?”

"I'm the new member," Lizzie announced, her voice steady even as she felt the awkwardness creeping in like a cold draft.

Seungmin blinked, his eyes widening in surprise, as if her words had left him momentarily speechless. Then, after a beat, he let out a sharp, disbelieving laugh, shaking his head as if trying to clear away confusion. "Right. Sure. The new member. Good one," he replied, his tone a mix of sarcasm and amusement.

"I'm serious!" Lizzie exclaimed, her voice rising as frustration crept into her words, her brows furrowed and eyes narrowed.

Seungmin pulled his phone from his pocket, his expression a blend of disbelief and irritation, his lips pressed into a thin line. "Hold on," he said with a sigh. "Let me call him." He began to dial, his fingers moving quickly over the screen.

I.N had been watching the back-and-forth with a bemused grin, like it was the highlight of his week. He finally chimed in, a hint of amusement in his voice. "Hyung, Chan already told us about this," he said, shaking his head slightly as if to remind them of a forgotten conversation.

Seungmin glanced over with a sharp, incredulous look. “No, he didn’t. I would’ve remembered something like that.” His voice carried a mix of disbelief and frustration.

I.N shrugged casually, leaning back with an air of indifference. “He wrote it in the group chat,” he replied, as if it were the most obvious thing in the world.

Seungmin stopped dialing the number on his phone, his fingers hovering above the screen. He pressed his thumb and forefinger against the bridge of his nose, eyes squeezed shut in exasperation. “The group chat? Are you kidding me?” His voice rose with incredulity.

I.N couldn’t resist a mischievous smirk. “Not my fault you have the group chat on mute,” he said, a hint of amusement lacing his words.

Seungmin let out a long, frustrated groan, turning slightly away as he muttered something under his breath, which sounded suspiciously like, “I’m surrounded by idiots,” though it was barely audible over the tension in the room.

Lizzie crossed her arms over her chest, arching an eyebrow at Seungmin with a mix of confidence and challenge. “Still think I’m a stalker?” she asked, her voice steady and teasing.

Seungmin, momentarily flustered, didn’t respond directly. Instead, he pulled out his phone, pressing it to his ear with a sigh of frustration.

After two rings, Chan’s voice answered, smooth and slightly amused over the speaker.

“Hyung,” Seungmin began, his tone laced with exasperation as he glanced warily at Lizzie. “There’s a random girl standing in the studio right now claiming she’s the new member. Care to explain?”

Chan's laughter could almost be heard in his calm reply. “That’s Lizzie. She’s not random at all.”

Seungmin blinked rapidly, processing the surprising information. “Wait, so… she’s actually the new member? I thought it was supposed to be a guy?” he asked, confusion coloring his words.

“Yes she is the new member and well, we made some changes in that,” Chan confirmed, the amusement in his voice becoming more evident. “I wrote it in the group chat!”

With a groan of frustration, Seungmin rubbed his temples, feeling the beginning of a headache. “You know I have the group chat on mute,” he admitted, his voice carrying a hint of guilt.

“Not my fault you have it on mute,” Chan retorted, his tone light and teasing.

I.N couldn’t hold back his laughter any longer, the sound bubbling up and filling the room, causing Seungmin to shoot him a glare sharp enough to cut through his amusement.

Lizzie, meanwhile, bit her lip, trying desperately to suppress her laughter, her eyes sparkling with the humor of the situation.

“Fine,” Seungmin muttered grudgingly into the phone, resignation settling in. “But you could’ve warned me.”

“I did,” Chan said, his voice crackling through the phone. “In the group chat.”

Seungmin ended the call with a resigned sigh, turning back to Lizzie with furrowed brows. He studied her intently, as if trying to piece together a puzzle that had suddenly grown more complicated.

“So…” Lizzie said, arching a playful eyebrow. “Do you still think I’m a stalker?”

Seungmin's expression remained skeptical, his lips curving into a small smile. “Let’s just say you’ve been promoted from stalker to ‘mildly suspicious.’ ”

Lizzie rolled her eyes dramatically, but a small, amused smile tugged at the corner of her lips.

I.N, who had been scrutinizing the exchange with keen interest, rose from his seat and approached with a broad, welcoming grin. “Hi, Elizabeth,” he greeted with warmth that melted the tension in the room. “I’m Jeongin, but you can call me I.N. Welcome to the group.”

Lizzie returned his smile and grasped his hand firmly. “Thanks. Nice to meet you.”

I.N shot Seungmin a sharp look, eyes glinting with playful challenge. “See? I’m not rude to the new member.”

Seungmin scoffed, dismissing the comment with a flick of his hand. “I wasn’t rude. I was… cautious.”

“Sure,” I.N retorted, a smirk playing on his lips. “So,” he continued, his grin widening mischievously. “You’re older than me, right?”

Lizzie blinked, momentarily thrown by the abrupt change in conversation. “Uh… yeah?”

“Great,” I.N declared, nodding decisively. “I’ll just call you Maknae Noona. How does that sound?”

“Noted,” Lizzie replied, taking her seat with a determined nod.

Lizzie laughed despite herself, the tension shattering like fragile glass. “I guess I don’t have much of a choice, huh?”

“Nope!” I.N said, his voice bright and unyielding.

Lizzie chuckled, feeling a wave of relief wash over her. Despite the rocky start, she sensed this wasn’t going to be as daunting as she’d feared.

Seungmin finally sighed, gesturing toward the couch with resignation. “Fine. Let’s get started. But for the record, this is still weird.”

As the session kicked off, a surge of excitement coursed through her veins. Sure, there would be challenges ahead, but if this was how things began, it promised to be a thrilling and unpredictable journey.

next chapter ->

©tapiocasaturn404

[crazysodomite]

are pavels aggressive?

No, Pavels are not aggressive, and pose no risk to people or animals. You can approach and handle a Pavel if you encounter one.

[chosaraki]

Thais will be a blog for interaction with the characters of lookism

Lookism x reader………

[grits-galraisedinthesouth]

Don't take the bait.

Harry & Meghan Markle use their invisibles to change the subject. Some images are photoshopped, some are AI.

Maybe from 2024: An AI photo that looks like her claw is smothering the AI boy who is holding on to her leg for dear life.

2024 images of the invisibles: arms too long, teeth too big...

Woah!! Neil Sean admits that these "photos" are not Sparry's children.

[mehmetyildizmelbourne-blog]

6 Ways to Keep Your Content Competitive in 2025

With AI-powered tools like ChatGPT stepping in to answer questions instantly, the way people find information is evolving fast. Instead of scrolling through Google’s list of links, users can now get answers right in the chat. So, where does this leave SEO? How do you keep your content visible when AI is doing all the talking? If you want to stay relevant, it’s time to adjust your SEO strategy…

[cocoonanagram]

I saw The Substance earlier today

[xwilltruman]

im getting recommendations to switch from SEO to GEO now. no. i need to kill AI and i need to do it today

[bunny--manders]

The thing about using ChatGPT as a search engine is that there are a few very specific things it actually can do better than Google, but even beginning to explain why one sometimes works better than the other requires a level of exposure to SEO brain worms that no human being should be forced to endure

[slitherpunk]

as someone who works on a lot of npc/enemy intelligence for her job i sure do hate how searching the keyword AI went from meaning stuff like pathfinding and behavior trees to just.. machine learning, chatgpt nonsense

[laurellala-comics]

To my fellow artists out there, especially ones who are trying to support themselves through art: if you do commissions I really recommend putting your presence out there in some larger way. Whether that's with an etsy listing for commissions or an account on fiver, you should have something that makes you searchable by people who are not in fandom or art spaces. I work in Big Business CompanyTM and I was on call with a customer who was like "wow I want an animated tutorial video to help show people how to use our product but I have no clue what to do, I guess I'll use generative AI" and I was like NOOOOO because like! What he wanted would've been really simple to do with some basic rigging and words moving, but he just didn't know where to go to get that! And I can't be like "oh I follow this animation student that has commissions open, let me show you their account. Please ignore all the drawings they have of spock and kirk making out". But I don't have a good website to direct him to to look... Most people won't go to instagram or tumblr or whatever and look through tags, they will either go to google or if possible a host site that seems trustworthy. So put yourself on places that people will be looking!

Also, be smart with your keywords! People don't always know the word "commission" outside of artist spaces. If you draw animals say you do pet portraits for example or like... describe what furry art is for somebody outside of the furry community (fantasy anthropomorphic animals... idk we can workshop it). I suggest imagining that you are a person looking for an artist to commission and going onto your favorite search engine and think "what would I type in if I was trying to find the art I do" and then use those words in your post. Try suggesting some things your art could be used for (avatars, profile pictures, banners, posters) etc as well. I know people love to include pictures of what they offer and include text in those pictures: PICTURES ARE NOT SEARCHABLE! Make sure you include that text typed out somewhere as well!!

On the commission sheet/post/listing/whatever you also should make the next steps people should take really clear, potentially even give an example of what a commission request should look like. If people are confused they will be less likely to act on it!! And give them concrete actionable background information like "Answer these questions and provide 3 or more reference photos, I will get back to your request within 2-3 business days".

THESE ARE JUST SOME BRAINDUMP THOUGHTS I've never done commissions myself so I'm not sure if there are better sites out there to use. I think with the rise of AI art, if people don't know what other options to use, so they're going to use what's easily accessible. So make yourself and your art easily accessible!!! Making yourself more visible to folks outside of the artist community will help show cooler better alternatives to people AND also make it more likely that you get commissioned! Please I'm begging you don't let me sit through another powerpoint presentation with generated ai art I'm losing my mind here. Give me something I can show to people at work as an alternative!

[lunarreign24]

I am a freelance prompt engineer by day. I wanted to experiment with it to see how they would fare with descriptions (specifically looking at the general channel description and video descriptions), and I immediately saw an uptick in views on my Doey and Yarnaby video. I left my iilluminaughtii video's description the same (as my currently most viewed video) and changed the Poppy Playtime video's description so I could have a source of comparison. I specifically wanted to see if the trends captured by the model would help with catching the videos to the algorithm, and it seems to be working.

I understand AI hesitancy however, so I wanted to get thoughts on here before continuing to do so. Would using AI for descriptions and other algorithm-catching elements be understandable in your eyes, or should I continue to make my own descriptions moving forward? I decided to make a poll, so: