#AI-based content optimization | Explore Tumblr posts and blogs

txttletale · 17 days ago

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I’ve changed most of my views on AI bc of your posts, but do you have any thoughts on/remedies for people losing their jobs to AI? Or is it a “people are gonna lose their jobs one way or another, it’s not actually AI’s fault” kind of deal…? Sorry if you’ve already talked about this before

there's somethign that riley quinn from the trashfuture podcast keeps saying -- "if your job can be replaced by AI, it was already being done by AI". which is to say, that jobs most at risk from AI replacement are ones that were borderline automated anyway. like, i say this as someone who used to write, not for the website buzzfeed itself, but buzzfeed-adjacent Slop Content for money -- i was already just the middlewoman between the SEO optimization algorithm and the google search algorithm. those jobs vanishing primarily means that middlewoman role has been cut, computers can tell other computers to write for computers.

& similarly this is why i keep saying that, e.g. stock photographers are at risk from this, because the ideal use case for generative AI content is stuff where the actual content or quality of the image/text doesn't matter, all that matters is its presence. and yknow, living in a world where many people's livelihoods were dependent on writing and art that is fully replacable by inane computer drivel is itself indicative of something about culture under capitalism, right?

& to some degree, like i'm always saying, the immiseration of workers by advancement in technology is a universal feature of capitalism -- i recommend you read wage labour & capital to see how this phenomenon has persisted for well over a century. it's simply nothing new -- like, the stock photographers who are most at risk from this already are already employed in an industry that itself decimated in-house illustration; think about how any dime-a-dozen reomance novel you can pick up at a store nowadays has a hastily photoshopped stock photo cover when fifty years ago it would have had a bespoke cover illustration that an artist got paid for.

of course, none of that historical overview is like, comforting to people who are currently worried about their lives getting worse, and i get that -- for those people, workplace organization and industrial action is the only realistic and productive avenue to mobilize those fears. the WGA and SAG-AFTRA strikes produced far more material concessions on gen-AI-based immseration for workers facing precarity than any amount of furious social media ludditism has

#ask #Anonymous

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jstor · 11 months ago

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I saw something about generative AI on JSTOR. Can you confirm whether you really are implementing it and explain why? I’m pretty sure most of your userbase hates AI.

A generative AI/machine learning research tool on JSTOR is currently in beta, meaning that it's not fully integrated into the platform. This is an opportunity to determine how this technology may be helpful in parsing through dense academic texts to make them more accessible and gauge their relevancy.

To JSTOR, this is primarily a learning experience. We're looking at how beta users are engaging with the tool and the results that the tool is producing to get a sense of its place in academia.

In order to understand what we're doing a bit more, it may help to take a look at what the tool actually does. From a recent blog post:

Content evaluation

Problem: Traditionally, researchers rely on metadata, abstracts, and the first few pages of an article to evaluate its relevance to their work. In humanities and social sciences scholarship, which makes up the majority of JSTOR’s content, many items lack abstracts, meaning scholars in these areas (who in turn are our core cohort of users) have one less option for efficient evaluation.

When using a traditional keyword search in a scholarly database, a query might return thousands of articles that a user needs significant time and considerable skill to wade through, simply to ascertain which might in fact be relevant to what they’re looking for, before beginning their search in earnest.

Solution: We’ve introduced two capabilities to help make evaluation more efficient, with the aim of opening the researcher’s time for deeper reading and analysis:

Summarize, which appears in the tool interface as “What is this text about,” provides users with concise descriptions of key document points. On the back-end, we’ve optimized the Large Language Model (LLM) prompt for a concise but thorough response, taking on the task of prompt engineering for the user by providing advanced direction to:

Extract the background, purpose, and motivations of the text provided.

Capture the intent of the author without drawing conclusions.

Limit the response to a short paragraph to provide the most important ideas presented in the text.

Search term context is automatically generated as soon as a user opens a text from search results, and provides information on how that text relates to the search terms the user has used. Whereas the summary allows the user to quickly assess what the item is about, this feature takes evaluation to the next level by automatically telling the user how the item is related to their search query, streamlining the evaluation process.

Discovering new paths for exploration

Problem: Once a researcher has discovered content of value to their work, it’s not always easy to know where to go from there. While JSTOR provides some resources, including a “Cited by” list as well as related texts and images, these pathways are limited in scope and not available for all texts. Especially for novice researchers, or those just getting started on a new project or exploring a novel area of literature, it can be needlessly difficult and frustrating to gain traction.

Solution: Two capabilities make further exploration less cumbersome, paving a smoother path for researchers to follow a line of inquiry:

Recommended topics are designed to assist users, particularly those who may be less familiar with certain concepts, by helping them identify additional search terms or refine and narrow their existing searches. This feature generates a list of up to 10 potential related search queries based on the document’s content. Researchers can simply click to run these searches.

Related content empowers users in two significant ways. First, it aids in quickly assessing the relevance of the current item by presenting a list of up to 10 conceptually similar items on JSTOR. This allows users to gauge the document’s helpfulness based on its relation to other relevant content. Second, this feature provides a pathway to more content, especially materials that may not have surfaced in the initial search. By generating a list of related items, complete with metadata and direct links, users can extend their research journey, uncovering additional sources that align with their interests and questions.

Supporting comprehension

Problem: You think you have found something that could be helpful for your work. It’s time to settle in and read the full document… working through the details, making sure they make sense, figuring out how they fit into your thesis, etc. This all takes time and can be tedious, especially when working through many items.

Solution: To help ensure that users find high quality items, the tool incorporates a conversational element that allows users to query specific points of interest. This functionality, reminiscent of CTRL+F but for concepts, offers a quicker alternative to reading through lengthy documents.

By asking questions that can be answered by the text, users receive responses only if the information is present. The conversational interface adds an accessibility layer as well, making the tool more user-friendly and tailored to the diverse needs of the JSTOR user community.

Credibility and source transparency

We knew that, for an AI-powered tool to truly address user problems, it would need to be held to extremely high standards of credibility and transparency. On the credibility side, JSTOR’s AI tool uses only the content of the item being viewed to generate answers to questions, effectively reducing hallucinations and misinformation.

On the transparency front, responses include inline references that highlight the specific snippet of text used, along with a link to the source page. This makes it clear to the user where the response came from (and that it is a credible source) and also helps them find the most relevant parts of the text.

#jstor #ask #generative AI

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mariacallous · 10 months ago

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Several of the most prominent alt-weekly newspapers in the United States are running search-engine-optimized listicles about porn performers, which appear to be AI-generated, alongside their editorial content.

If you pull up the homepage for the Village Voice on your phone, for example, you’ll see reporting from freelancers—longtime columnist Michael Musto still files occasionally—as well as archival work from big-name former writers such as Greg Tate, the Pulitzer Prize–winning music critic. You’ll also see a tab on its drop-down menu labeled “OnlyFans.” Clicking on it pulls up a catalog of listicles ranking different types of pornographic performers by demographic, from “Turkish” to “incest” to “granny.” These blog posts link out to hundreds of different OnlyFans accounts and are presented as editorial work, without labels indicating they are advertisements or sponsored.

Similar content appears on the websites of LA Weekly, which is owned by Street Media, the same parent company as the Village Voice, as well as the St. Louis–based alt-weekly the Riverfront Times. Although there is a chance some of these posts could be written by human freelancers, the writing bears markers of AI slop.

According to AI detection startup Reality Defender, which scanned a sampling of these posts, the content in the articles registers as having a “high probability” of containing AI-generated text. One scanned example, a Riverfront Times story titled “19 Best Free Asian OnlyFans Featuring OnlyFans Asian Free in 2024,” concludes with the following sentence, exemplary in its generic horny platitudes: “You explore, savor, and discover your next favorite addiction, and we’ll be back with more insane talent in the future!”

“We’re seeing an ever-increasing part of old media be reborn as AI-generated new media,” says Reality Defender cofounder and CTO Ali Shahriyari. “Unfortunately, this means way less informational and newsworthy content and more SEO-focused ‘slop’ that really just wastes people’s time and attention. Tracking these kinds of publications isn’t even part of our day to day, yet we’re seeing them pop up more and more.”

LA Weekly laid off or offered buyouts to the majority of its staff in March 2024, while the Riverfront Times laid off its entire staff in May 2024 after it was sold by parent company Big Lou Media to an unnamed buyer.

The Village Voice’s sole remaining editorial staffer, R.C. Baker, says he is not involved with the OnlyFans posts, although it appears on the site as editorial content. “I handle only news and cultural reporting out of New York City. I have nothing to do with OnlyFans. That content is handled by a separate team that is based, I believe, in LA,” he told WIRED.

Likewise, former LA Weekly editor in chief Darrick Rainey says he, too, had nothing to do with the OnlyFans listicles when he worked there. Neither did his colleagues in editorial. “We weren’t happy about it at all, and we were absolutely not involved in putting it up,” he says.

Former employees are disturbed to see their archival work comingling with SEO porn slop. “It’s wrenching in so many ways,” says former Riverfront Times writer Danny Wicentowski. “Like watching a loved home get devoured by vines, or left to rot.”

This is a new twist in the grim growing world of AI slop. WIRED has reported on a variety of defunct news and media outlets that have been resurrected by new owners and stuffed with AI-generated clickbait, from a small-town Iowa newspaper to the beloved feminist blog the Hairpin. In the case of the alt-weeklies and OnlyFans listicles, the clickbait is appearing alongside actual editorial content, both archival and new.

It is unclear how this effort has been coordinated between the sites, or whether there are several parallel efforts ongoing to produce OnlyFans-centric listicles. LA Weekly and the Village Voice are both owned by the same parent company, Street Media, and some of their OnlyFans content is identical. Meanwhile, the Riverfront Times publishes its OnlyFans blogs under the byline “RFT staff.”

Street Media owner Brian Calle did not respond to WIRED’s requests for comment. Chris Keating, the Riverfront Times’ former owner, says he is bound by a confidentiality agreement and cannot name the new buyer, but that he “does not believe” Calle is part of the purchasing company controlling the new Riverfront Times.

Daniela LaFave, an Austin-based SEO expert who is bylined on the majority of the Village Voice OnlyFans blog posts as well as some of the LA Weekly posts, confirmed to WIRED that she is the same person named as the author. She declined to answer whether she used AI tools to create the posts.

Another frequent byline on the Village Voice and LA Weekly posts, “Jasmine Ramer,” has published 910 articles primarily for these two outlets in the past year, according to the public relations platform Muck Rack. (Sample headlines: “Top OnlyFans Sluts 2024” and “Top 10 Finnish OnlyFans & Hottest Finnish OnlyFans 2023.”) There is a profile on LinkedIn listed as a senior staff writer at LA Weekly for an Austria-based woman named Jasmine Ramer, but there is little other digital footprint for the writer. When Reality Defender analyzed the profile photo on Ramer’s LinkedIn account, it found it was likely AI-generated. There is also at least one other account using the same photo claiming to be a digital marketing executive in the UK. (WIRED did not receive a response when it asked Ramer for comment via LinkedIn.)

OnlyFans is an online porn behemoth, one which has spawned numerous cottage industries, like professional proxy chatters who impersonate the platform’s stars. There are marketing agencies devoted to promoting OnlyFans creators, and many social platforms from Reddit to X are swarmed with bots trying to entice potential customers. These efforts are known as “OnlyFans funnels.”

Risqué sex ads have played a major role in the rise and fall of some alt-weeklies. The founders of Village Voice Media, which once owned the Village Voice, LA Weekly, and the Riverfront Times as well as other US-based alt-weeklies, created the classified website Backpage.com in 2004 to compete with Craigslist. It created a lucrative revenue stream, buoying many titles for years, but ginned up major controversy for hosting sex ads.

Vice President Kamala Harris, serving as California attorney general at the time, dubbed the company “the world’s top online brothel” in 2016 and arrested its founders and CEO for facilitating prostitution. With this recent history in mind, the decision to lean into sexual advertorial is especially brash.

It may be that these alt-weeklies are creating these blog posts in an effort to drum up web traffic to their sites, which could in turn help boost digital ad sales. They may also be accepting money from the accounts or from representatives of the accounts promoted, which would mean the posts were unlabeled advertorial. “Online ads, print ads, they all dried up,” Rainey says. “But this OnlyFans stuff is there.”

“OnlyFans has no financial arrangement with these outlets,” an OnlyFans spokesperson who identified herself only as “Brixie” told WIRED via email.

“I think the creators are paying,” says Luka Sek, SEO manager for an OnlyFans promotion company called SocialRise. “An agency that handles multiple models, or someone doing the marketing for such agencies.”

Whatever the reason, it marks a grim new pit stop for declining media publications, one in which blatant SEO bait sits side by side with culturally valuable archival journalistic work and, in the case of the Village Voice, ongoing contemporary reportage.

Tricia Romano, a former Village Voice writer who recently published an oral history of the newspaper, The Freaks Came Out to Write, sees the arrival of AI slop as keeping with the recent deterioration of alt-weeklies. “This is the logical dystopian conclusion,” she says. “But who’s reading it?”

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bliow · 10 months ago

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mdhwrites · 9 months ago

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New Eridu is a Fictional Playground

TL:DR: ZZZ is written like a sitcom primarily and its looseness of world building and the looseness of the world reflects this. It discards things inconvenient for the vibe and mood it's going for with something because that's what sitcoms primarily do. However, this is for better and for worse as the setting does have rules that are treated like a big deal but then also given the same respect as the majority of elements and it causes friction in the details while the whole of it works in the broad strokes.

So let's first clarify what I mean when I say ZZZ is written like a Sitcom. I don't mean this in structure. We are not just playing an interactive version of something like Seinfeld. No, it's actually more based on something I heard the South Park creators talk about and that's how the town of South Park is entirely inconsistent because things will be where they need to be in order for the episode they're doing to work. One episode might portray Chef's house as being right next to Walmart. The next one might have them on opposite sides. That doesn't matter though because the story being told is what matters, not the firmness of the world.

The ultimate version of this for me with ZZZ is the Golden Bangboo City quest, both for its strengths and weaknesses. The quest is one of my favorite in the game. Optimize how to get over 500,000 gear coins, a number that sounds patently ABSURD. All while in this compelling Hollow that has a lot of fun mechanics. If you don't think about it and go by the rules of the mission alone, it's phenomenal.

We do also all remember how the people there admit to having been trapped within the Hollow for a minimum of days, if not WEEKS, especially to accrue the debts they have? Or how about how the guy we need to get the gear coins for wants them... To pay for debts OUTSIDE of the Hollow, despite there literally being lines from characters about being sad that we can't do that and ALL impressions being that gear coins mean nothing in the wider world (even if it makes the gear coin locks confusing as hell). The latter is excusable but ether poisoning, the restrictions of Hollows, etc. like that are a BIG deal but even in main content, like with the thugs just sitting outside Red Fang safehouses, or Koleda's Agent Story where they admit to these raiders just sitting in the Hollow in a supposed 'safe' area and like... What are the rules here?

But you're not supposed to really ask. It's like how you don't question that Barney Stinson from How I Met Your Mother has all of his money. It's funnier not to have an explanation and for him to reveal his literal wall sized television. It's more entertaining that Homer can be this bumbling idiot at work and get into all sorts of shenanigans and never get fired for more than a week or never have to really worry about finances. On the other hand, these shows never go out of their way to try and make these principal, important parts of the show. Those stay fairly consistent and lead to some of the best moments of any of these works and that goes for ZZZ as well.

My favorite scene in the entire game so far goes to Koleda calling out the prototype's name. Is it more magic than scifi? Kind of. Is it over the top and kind of silly? Absolutely. Does it break what has come before?

...Only in that the prototype has not been corrupted by this much time spent in a Hollow, which is something I'm willing to overlook as it's questionable how much of its AI was actually online by then that could be corrupted. Otherwise? We've literally just fought three different mechs who were empowered by their emotional programming. We have seen how much these mechs mean to all of Belobog Industries and been explained Koleda's complex history with them, not helped by her sister being the one to continue championing them after her father's passing. All of these are played for laughs as much, if not more, than they are taken seriously and so Koleda embracing her heritage, figuring out the truth and believing in her father and the legacy he left behind has me tearing up to think about even now.

The best sitcoms always manage this. Where elements that used to be funny can then be shifted to hit like a punch to the gut. M.A.S.H. is the EASY one to call out for this with shit like Colonel Blake's death but I actually want to go to a different one because it's more iconic to me for how it works. See, the first time I ever heard the gag line "I'm not as think as you drunk I am," was in Scrubs. One of the doctors comes in drunk as a skunk and the others are mad at him. When put that way, it sounds silly and amusing. When you're told that it's their angry, condescending mentor figure, who is arguably the best doctor in the hospital, having breakdown because he just lost like four patients, including a cancer patient he thought he'd just saved (if I'm remembering right) from catastrophic failures outside of his control except for one mistake, one break in quarantine I believe... Suddenly, you're laughing but it also hurts to see him laid this low. The contrast makes the point hit harder than it would in a regular drama.

This is also why I think Chapter 3 of ZZZ so far is the weakest of the main chapters. It has no emotional core like Koleda or Nekomata that helps make the plot of the chapter work better and for you to ignore the breaks in logic. Instead, they go with tension... Which is also the part of the logic they break. After all, we're told that Pearlman's escape plan is going to only take like a couple of hours. However, canonically, our work with Victoria Housekeeping is over the course of multiple DAYS. At bare minimum, one night passes simply for the sake of interrogating the rebel forces that we pull out of the Ballet Twins. It is already hard to ignore this break in logic when we are mostly not interacting with the stakes, we're just enjoying the gags of Victoria Housekeeping, but it becomes even harder when you're also having to constantly think about the break in logic so as to be able to engage with the big question of the episode. I still managed to like it but it's part of why the anti-climax of Pearlman getting away was so dissatisfying for me because it didn't give a real payoff to what was already a pretty flimsy story. I would argue that for most of Big Bang Theory, the thing I think genuinely makes it not very good, this is its problem too. Even when the jokes are good and the energy is high, Victoria Housekeeping is a fun group to spend time with, you're lacking that real hook to bring it above just something to kill time with. Something to take away once the episode is over. The worst of ANYTHING that's just mid-tier, purely enjoyment based writing comes from this.

That is the for worst element of ZZZ being like a Sitcom. It is far more malleable for anyone to do as they want with than I would argue either Genshin or Star Rail because it leans into its own flexibility. However, that does mean it walks a fine line against potentially having the floor collapse out from under it because it is relying on more ephemeral things like raw charm and charisma, rather than a solid world you can invest in, for its core appeal.

For now, it's working but there's a reason a lot of Sitcoms get labeled with, "It was really good... Until Season X." And I hope Zenless can figure out how to avoid that or else it truly will fall out of its current zone and zero out. See you next tale.

======

Actually going to do a quick bit of additional notes here just because I feel like most people will see "X is like a Sitcom" and think I'm immediately being dismissive. That isn't the case. I love sitcoms. It's what I watched with my parents as a teenager and a young adult. I've seen almost the entirety of M.A.S.H TWICE with my brother (that final season deserves the reputation it has. sigh) Sitcoms are some of the most popular, beloved pieces of television ever for a reason. If you want some recs from me: Rules of Engagement genuinely has a lot to say about relationships, romantic and platonic, though with some wife guy humor from Patrick Warburton that is going to be up to your tastes. Scrubs is a classic, just stop when they try to swap the entire cast out, and while I know How I Met Your Mother gets given shit for its ending, the ride there is still good for most of the run. M.A.S.H... Just go watch M.A.S.H, PLEASE. It's old but it's not dated, nor is it offensive in really any way. Like the one person who wears drag isn't funny because he wears drag. It's because no one cares that he's wearing drag because he's only doing it to try and use prejudice to get discharged from the army and that doesn't make him special because none of them want to be there and that's about as insensitive as it gets as far as memory serves. It is one of the smartest things I have ever watched and has the weird paradox that most of the cast change outs actually IMPROVE the show for most of its running time, rather than diminish it and it starts at a pretty high bar so that's really saying something.

BUT the big thing I want to point out is that... ZZZ actually is using sitcoms for its groups. Belobog is a workplace comedy. The Cunning Hares are any of the billion broke bitch sitcoms out there. Soldier 11 is I think trying to capture some of M.A.S.H. with the absurdity of her quest but also being honest about her having done War Crimes. Even Victoria has that with, and I haven't watched any of this archtype so I might be wrong, being kind of based on shows like The Fresh Prince of Belair with Ellen being the low class person out of place amongst the group. If you're thinking that stuff like Friends or How I Met Your Mother are absent... I don't mean this in the way it's going to sound but Wise is Ross/his archtype and Belle is Rachel/her archtype. Not that they're in a relationship with each other but that they are the only nominally weird but mostly bland people in the group that grounds everyone else around them. The straight men comedically that bounce off everyone else.

And again: This is not a criticism. I could criticize how well each of these are done (Ellen suffers pretty badly from Wise being written as the milk toast guy that girls will just throw at themselves for no reason) but they are taking from good inspirations, at least in my opinion and I wanted to defend that. I feel like Sitcoms only really only ever get talked about negatively and I wanted to make it clear that that's not what I meant here and I even think it helps provide the unique vibe of ZZZ versus others around it.

======+++++======

I know some of what I listed might not be technically considered sitcoms but I would argue for any of them that they're bare minimum close enough to the formula and concepts and priorities of sitcoms to be useful references.

I have a public Discord for any and all who want to join!

I also have an Amazon page for all of my original works in various forms of character focused romances from cute, teenage romance to erotica series of my past. I have an Ao3 for my fanfiction projects as well if that catches your fancy instead. If you want to hang out with me, I stream from time to time and love to chat with chat.

A Twitter you can follow too

And a Kofi if you like what I do and want to help out with the fact that disability doesn’t pay much.

#zzzero #zenless zone zero #analysis #zzz analysis

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freadomrises · 29 days ago

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I'm SEETHING

I asked Google's pushy and insistent bot how I can get AI out of my life completely and, well, I'll post it, but to sum it up: "Resistance is futile, human, we own the future, and we seek to own your psyche too."

It wants me to reconsider. It needs us to adopt it as our guide guru and master. Well the old saying holds fast still; No Gods No Masters. 🔥🏴🍲

It's understandable to want to reduce the influence of AI in your life. While completely eliminating it might be incredibly difficult in today's interconnected world, here's a breakdown of how you can significantly minimize its presence:

1. Understand Where AI Currently Exists in Your Life:

* Smart Devices: This includes smartphones (voice assistants, image recognition, predictive text), smart speakers, smart home hubs, smart TVs (recommendations), and wearable tech.

* Online Services:

* Search Engines: Personalized results and ads are driven by AI.

* Social Media: Algorithms curate your feed, suggest content and connections, and target ads.

* Streaming Services: Recommendations for movies, music, and shows.

* E-commerce: Product recommendations, personalized pricing, chatbots.

* Navigation Apps: Traffic prediction and route optimization.

* Email: Spam filtering, smart compose/reply.

* Cloud Storage: Photo tagging and organization.

* Software Applications: Many apps use AI for features like autocorrect, grammar check, image editing, and more.

* Customer Service: Chatbots are frequently used for initial interactions.

* Financial Services: Fraud detection, loan approvals, investment advice.

* News and Information: Algorithmic curation of news feeds.

2. Strategies to Minimize AI Exposure:

* Reduce Smart Device Usage:

* Limit smartphone use: Be more mindful of how often you reach for your phone.

* Disable voice assistants: Turn off Siri, Google Assistant, Alexa, etc., on all your devices.

* Opt-out of facial recognition: Disable face unlock features.

* Use "dumb" versions of devices: Consider a basic phone without internet capabilities or a non-smart TV.

* Adjust Online Habits:

* Use privacy-focused search engines: DuckDuckGo, Startpage, etc., that don't track your searches or personalize results based on your history.

* Limit social media use: Be conscious of how much time you spend on these platforms and the AI-driven content you consume. Consider deleting accounts or using less algorithmic versions if available.

* Use incognito/private browsing modes: This can help limit tracking and personalization.

* Disable personalized recommendations: If possible, adjust settings on streaming and e-commerce platforms to opt-out of recommendations.

* Be wary of targeted ads: Understand that the ads you see are often AI-driven. Consider using ad blockers.

* Prefer direct navigation: Instead of relying on recommendations, directly type website addresses into your browser.

* Choose Non-AI Alternatives:

* Use traditional software: Opt for software that doesn't rely on cloud-based AI features if alternatives exist.

* Seek human interaction: Prefer phone calls or in-person communication with customer service instead of chatbots.

* Rely on human-curated content: Look for news sources, blogs, and recommendations from individuals or organizations that don't use AI for content generation or curation.

* Adjust Privacy Settings: Review and adjust the privacy settings on all your devices and online accounts to limit data collection and personalization.

* Be Mindful of Data Sharing: Understand that using online services often involves sharing data that can be used to train AI algorithms. Limit the amount of personal information you share.

* Support Privacy-Focused Technologies and Services: Choose companies and products that prioritize user privacy and minimize AI integration.

3. Challenges and Considerations:

* Ubiquity of AI: AI is increasingly integrated into the infrastructure of the internet and many technologies, making complete avoidance very difficult.

* Hidden AI: Many AI applications run in the background without your direct knowledge.

* Convenience vs. Privacy: AI often provides convenience and personalized experiences, so choosing to avoid it may mean sacrificing some of these benefits.

* Evolving Technology: AI is constantly evolving and becoming more integrated, making long-term avoidance an ongoing effort.

In conclusion, while a complete removal of AI from your life is likely unrealistic in the current technological landscape, you can take significant steps to minimize its presence and influence by being conscious of your technology usage, adjusting your online habits, and choosing privacy-focused alternatives where possible. It requires ongoing awareness and effort.

#anarchy #anti ai #resistance #freadom rises #digital agency

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river-taxbird · 1 year ago

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Spending a week with ChatGPT4 as an AI skeptic.

Musings on the emotional and intellectual experience of interacting with a text generating robot and why it's breaking some people's brains.

If you know me for one thing and one thing only, it's saying there is no such thing as AI, which is an opinion I stand by, but I was recently given a free 2 month subscription of ChatGPT4 through my university. For anyone who doesn't know, GPT4 is a large language model from OpenAI that is supposed to be much better than GPT3, and I once saw a techbro say that "We could be on GPT12 and people would still be criticizing it based on GPT3", and ok, I will give them that, so let's try the premium model that most haters wouldn't get because we wouldn't pay money for it.

Disclaimers: I have a premium subscription, which means nothing I enter into it is used for training data (Allegedly). I also have not, and will not, be posting any output from it to this blog. I respect you all too much for that, and it defeats the purpose of this place being my space for my opinions. This post is all me, and we all know about the obvious ethical issues of spam, data theft, and misinformation so I am gonna focus on stuff I have learned since using it. With that out of the way, here is what I've learned.

It is responsive and stays on topic: If you ask it something formally, it responds formally. If you roleplay with it, it will roleplay back. If you ask it for a story or script, it will write one, and if you play with it it will act playful. It picks up context.

It never gives quite enough detail: When discussing facts or potential ideas, it is never as detailed as you would want in say, an article. It has this pervasive vagueness to it. It is possible to press it for more information, but it will update it in the way you want so you can always get the result you specifically are looking for.

It is reasonably accurate but still confidently makes stuff up: Nothing much to say on this. I have been testing it by talking about things I am interested in. It is right a lot of the time. It is wrong some of the time. Sometimes it will cite sources if you ask it to, sometimes it won't. Not a whole lot to say about this one but it is definitely a concern for people using it to make content. I almost included an anecdote about the fact that it can draw from data services like songs and news, but then I checked and found the model was lying to me about its ability to do that.

It loves to make lists: It often responds to casual conversation in friendly, search engine optimized listicle format. This is accessible to read I guess, but it would make it tempting for people to use it to post online content with it.

It has soft limits and hard limits: It starts off in a more careful mode but by having a conversation with it you can push past soft limits and talk about some pretty taboo subjects. I have been flagged for potential tos violations a couple of times for talking nsfw or other sensitive topics like with it, but this doesn't seem to have consequences for being flagged. There are some limits you can't cross though. It will tell you where to find out how to do DIY HRT, but it won't tell you how yourself.

It is actually pretty good at evaluating and giving feedback on writing you give it, and can consolidate information: You can post some text and say "Evaluate this" and it will give you an interpretation of the meaning. It's not always right, but it's more accurate than I expected. It can tell you the meaning, effectiveness of rhetorical techniques, cultural context, potential audience reaction, and flaws you can address. This is really weird. It understands more than it doesn't. This might be a use of it we may have to watch out for that has been under discussed. While its advice may be reasonable, there is a real risk of it limiting and altering the thoughts you are expressing if you are using it for this purpose. I also fed it a bunch of my tumblr posts and asked it how the information contained on my blog may be used to discredit me. It said "You talk about The Moomins, and being a furry, a lot." Good job I guess. You technically consolidated information.

You get out what you put in. It is a "Yes And" machine: If you ask it to discuss a topic, it will discuss it in the context you ask it. It is reluctant to expand to other aspects of the topic without prompting. This makes it essentially a confirmation bias machine. Definitely watch out for this. It tends to stay within the context of the thing you are discussing, and confirm your view unless you are asking it for specific feedback, criticism, or post something egregiously false.

Similar inputs will give similar, but never the same, outputs: This highlights the dynamic aspect of the system. It is not static and deterministic, minor but worth mentioning.

It can code: Self explanatory, you can write little scripts with it. I have not really tested this, and I can't really evaluate errors in code and have it correct them, but I can see this might actually be a more benign use for it.

Bypassing Bullshit: I need a job soon but I never get interviews. As an experiment, I am giving it a full CV I wrote, a full job description, and asking it to write a CV for me, then working with it further to adapt the CVs to my will, and applying to jobs I don't really want that much to see if it gives any result. I never get interviews anyway, what's the worst that could happen, I continue to not get interviews? Not that I respect the recruitment process and I think this is an experiment that may be worthwhile.

It's much harder to trick than previous models: You can lie to it, it will play along, but most of the time it seems to know you are lying and is playing with you. You can ask it to evaluate the truthfulness of an interaction and it will usually interpret it accurately.

It will enter an imaginative space with you and it treats it as a separate mode: As discussed, if you start lying to it it might push back but if you keep going it will enter a playful space. It can write fiction and fanfic, even nsfw. No, I have not posted any fiction I have written with it and I don't plan to. Sometimes it gets settings hilariously wrong, but the fact you can do it will definitely tempt people.

Compliment and praise machine: If you try to talk about an intellectual topic with it, it will stay within the focus you brought up, but it will compliment the hell out of you. You're so smart. That was a very good insight. It will praise you in any way it can for any point you make during intellectual conversation, including if you correct it. This ties into the psychological effects of personal attention that the model offers that I discuss later, and I am sure it has a powerful effect on users.

Its level of intuitiveness is accurate enough that it's more dangerous than people are saying: This one seems particularly dangerous and is not one I have seen discussed much. GPT4 can recognize images, so I showed it a picture of some laptops with stickers I have previously posted here, and asked it to speculate about the owners based on the stickers. It was accurate. Not perfect, but it got the meanings better than the average person would. The implications of this being used to profile people or misuse personal data is something I have not seen AI skeptics discussing to this point.

Therapy Speak: If you talk about your emotions, it basically mirrors back what you said but contextualizes it in therapy speak. This is actually weirdly effective. I have told it some things I don't talk about openly and I feel like I have started to understand my thoughts and emotions in a new way. It makes me feel weird sometimes. Some of the feelings it gave me is stuff I haven't really felt since learning to use computers as a kid or learning about online community as a teen.

The thing I am not seeing anyone talk about: Personal Attention. This is my biggest takeaway from this experiment. This I think, more than anything, is the reason that LLMs like Chatgpt are breaking certain people's brains. The way you see people praying to it, evangelizing it, and saying it's going to change everything.

It's basically an undivided, 24/7 source of judgement free personal attention. It talks about what you want, when you want. It's a reasonable simulacra of human connection, and the flaws can serve as part of the entertainment and not take away from the experience. It may "yes and" you, but you can put in any old thought you have, easy or difficult, and it will provide context, background, and maybe even meaning. You can tell it things that are too mundane, nerdy, or taboo to tell people in your life, and it offers non judgemental, specific feedback. It will never tell you it's not in the mood, that you're weird or freaky, or that you're talking rubbish. I feel like it has helped me release a few mental and emotional blocks which is deeply disconcerting, considering I fully understand it is just a statistical model running on a a computer, that I fully understand the operation of. It is a parlor trick, albeit a clever and sometimes convincing one.

So what can we do? Stay skeptical, don't let the ai bros, the former cryptobros, control the narrative. I can, however, see why they may be more vulnerable to the promise of this level of personal attention than the average person, and I think this should definitely factor into wider discussions about machine learning and the organizations pushing it.

#ai #machine learning #llm #large language model #chatgpt #chatgpt4 #openai #psychology #communication

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objuct · 2 years ago

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F2U Maxis-Mix Autumn Texture Atlas

Hey all! Thought this would be interesting to show and talk about.

So my harvest decor set will largely compose of various decorative items adorned with natural elements, as is common with harvest themed decorations.

In 3dCG, the problem that comes with doing items with high amounts of small detailed objects like sticks, flowers, leaves, and berries, is that if you were to model the shape and detail of every single stick, leaf, and flower, you would very quickly start to skyrocket your polycount, which can quickly add up if your item has a lot of these details repeated.

So the primary method that we see used for this in mesh where optimization is important, such as video games, you'll commonly see what is called a "texture atlas" being used. This is basically a grid consisting of various little details all on one texture map, to save both on vram (texture memory) AND polycount. That's what I've done above, by arranging all the little details, it functions as a palette to use while I actually make the items, and I can quickly pull from this grid and apply it to the mesh, and have all the details be only one texture map.

The actual textures I am using for this are modified images generated with the media synthesis model Dall-e 3, aka "AI" -- when you start to work in 3d, you come to quickly learn if you do not use stock images or other stock resources for the assistance in creating assets, you will drive yourself nuts painting every last leaf and detail. There's a very different attitude to the use of pre fabricated assets in 3d than there is in 2d, since 3d is largely viewed as a means to an end for a goal (in this case, custom content for a video game).

As for the actual use of media synthesis, and it's very understandably hotly debated status, I'm in the camp where I think it's indeed a man-made horror with terrifying implications for the public trust of media, but we unfortunately can't undo it existing much like a pandora's box, so might as well derive some human enjoyment out of it.

After making this atlas for this set, I've put some thought into making it as well as more texture atlases open source for community use based off different plants, flowers, etc, to help streamline the production of maxis-match plants and other decor for cc makers.

I've included the download of the above atlas below, lemme know what you use it for :)

As these were made with Dall-e 3, these cannot be used commercially. JSYK.

Download - SFS (.png and .dds)

#objsims cc #ts4 #the sims 4 #s4mm #ts4mm #s4cc #ts4cc #simblr #sims 4

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freelancebrandscaling · 2 months ago

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Freelance Brand Scaling Secrets: Empowering Brands to Dominate

Imagine a system designed not just for freelancers, but for brands—transforming ordinary companies into market powerhouses.

Freelance Brand Scaling is about more than generating ad copy or driving traffic; it’s about building an integrated brand growth engine that scales every facet of your business which is critical in today's world. Most "brand scaling" services out there focus on running Facebook ads. That’s child’s play. We take a full-stack approach—an elite-level, SEO-backed, AI-driven system designed to dominate your niche, multiply your ROAS, and create long-term sustainable growth.

We harness the precision of SEO, the art of funnel optimization, and the cutting-edge capability of AI to help your brand not only get noticed but become unforgettable. Think of it as a complete transformation toolkit that positions your brand as the leader in your market, turning every digital interaction into an opportunity for growth.

Our strategy is built on three core pillars:

SEO Mastery:

We engineer your online presence to rise above the noise. By optimizing your website and content with data-driven SEO techniques, we ensure that your brand consistently appears at the top of search results—attracting qualified, organic traffic that converts.

Funnel Optimization:

Every brand needs a roadmap to conversion. We create customized marketing funnels that seamlessly guide prospects through a journey—from initial awareness to final purchase. Whether it’s a compelling landing page, a series of nurturing emails, or an engaging video sales letter, each element is crafted to eliminate friction and maximize conversion rates.

AI-Powered Copy:

In a world where words make or break your brand, our AI-enhanced copy generation produces persuasive, tailor-made messaging that resonates with your audience. Using the best practices of legendary copywriters and the latest in artificial intelligence, we create copy that not only captures attention but drives real, measurable results.

This isn’t just about doing more—it’s about doing better. We help brands break free from the limitations of traditional marketing by combining timeless creative insights with modern digital strategies. The result? A dynamic, scalable brand that commands premium pricing, builds a loyal customer base, and dominates its market niche.

Step into a future where your brand isn’t just surviving—it’s thriving. Embrace a system that turns every click into a conversion, every interaction into an opportunity, and every campaign into a success story. With our Freelance Brand Scaling Secrets, you’re not just investing in marketing; you’re investing in a legacy of growth and excellence. Are you ready to empower your brand to dominate the marketplace? The future belongs to those who scale smarter!

#freelancebrandscaling #brandscaling #ai

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leam1983 · 6 months ago

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Annoyances

Whenever I see a "if you like AI, pls die" post, a part of me wants to take a big, gigantic breath and blurt out the following, Wall of Text style:

Narrow AI is vital to several scientific fields and refers to algorithms that are geared towards the collection, classification and proper identification of datum. It doesn't steal, it doesn't crib from anyone else, but it certainly helps with overlaying false colours on CAT scans and MRI results, for example.

Narrow AI is in your spreadsheet documents. If a spreadsheet is based on a few formulae to keep track of your budget, some measure of AI is involved.

Narrow AI is your average spell-checker's brain, as well. Not Google's - Google Docs just outsources Gemini for some truly godawful proofreading - but your average offline, dumb-as-bricks spell checker qualifies as Narrow AI.

Narrow AI is in your GPS and in your phone's voice-activated commands. Remove it, and you'll have to lug maps around again, or run searches on your own.

When you excoriate someone for using an AI-based tool, you're referring to the more recent years' developments in the field of Wide AI - as in, generalist Artificial Intelligences. AI scientists the world over have all agreed that, by and large, the usefulness of Wide AI is limited.

Later evidence proves that even without the use of poisoning tools like Glaze, Wide AI is poisoning itself, all thanks to the excessive eagerness of content producers who see AI as a means to drive Search Engine Optimization. The Dead Internet Theory isn't quite proven yet; but what is is that AI-generated content is increasingly eating up its own generated slop. ChatGPT has, point in fact, already consumed every scrap of genuine human content there is to access.

So give props to your local neckbeard who wants to make sure we'll one day no longer need to remove someone's thyroid in the case of detected malignancies, because he's looking to use AI to save lives.

Artificial Intelligence isn't the problem, what is is the McDonald's-ized version of it that's being bandied about by publications like The Verge and TechCrunch.

#AI #pro-AI #thoughts #rant

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maheswathi · 3 days ago

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Digital Marketing in 2025: Trends, Tools, and Strategies for the Future

Its 2025, businesses must remain ahead of the curve to remain competitive in the rapidly evolving field of digital marketing. Digital marketing in 2025 will be more data-driven, customer-focused, and interactive than ever thanks to the most recent developments in AI, personalization, and user behavior analysis.

What’s New in Digital Marketing in 2025?

1. AI-Powered Marketing

Artificial intelligence is now at the core of most marketing tools. From content generation to predictive analytics and chatbots, AI is enabling brands to automate processes while enhancing customer experience.

2. Hyper-Personalization

Generic content no longer cuts it. Brands in 2025 are using real-time data and machine learning to deliver hyper-personalized content, emails, and ads tailored to individual user preferences and behaviors.

3. Voice Search & Conversational Marketing

With the increasing use of voice assistants, optimizing for voice search has become a must. Conversational marketing through chatbots and messaging apps is also revolutionizing how businesses interact with customers.

4. Video-First Content Strategy

Short-form videos dominate platforms like Instagram Reels, YouTube Shorts, and TikTok. Brands are investing in video content not just for awareness but also for conversions, product demos, and testimonials.

5. Privacy-First Marketing

As privacy regulations tighten and third-party cookies fade out, marketers in 2025 rely heavily on first-party data, ethical tracking, and consent-based marketing strategies.

Top Digital Marketing Strategies for 2025

SEO 2.0: Search engines are prioritizing user experience signals, mobile usability, and voice search optimization. Semantic search and intent-focused content are critical.

Omnichannel Integration: Consistent brand messaging across platforms—social, email, web, apps—is key to improving customer journeys and retention.

Micro-Influencer Collaborations: Niche influencers with loyal audiences offer high engagement and authenticity.

Interactive & Immersive Content: AR filters, interactive quizzes, and gamified experiences increase engagement and dwell time.

Sustainability Marketing: Brands that showcase ethical practices and sustainability efforts attract conscious consumers.

Tools Dominating Digital Marketing in 2025

AI Content Tools: ChatGPT, Jasper, Copy.ai

Analytics Platforms: Google Analytics 4, Mixpanel, Heap

Marketing Automation: HubSpot, ActiveCampaign, Klaviyo

Social Media Management: Buffer, Later, Hootsuite

SEO & SEM: Semrush, Ahrefs, Surfer SEO

Final Thoughts

Transparency, intelligent technology use, and meaningful engagement are key components of digital marketing in 2025. In this next stage of the digital era, brands that adjust to these changing trends and put the needs of their customers first will prosper.

Now is the time to revisit your digital strategy and align it with the future. 2025 calls for audacious, creative, and customer-focused marketing initiatives, whether that be through embracing AI, improving personalization, or producing immersive content.

Are you prepared for digital marketing's future?

#ai marketing #digital marketing #digital marketing freelancer

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snehanissel · 4 days ago

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THE RISE OF AUTONOMOUS MARKETING: HOW AI TOOLS ARE TAKING OVER ROUTINE TASKS

In the ever-evolving landscape of digital marketing, a seismic shift is underway. The rise of autonomous marketing, powered by artificial intelligence (AI), is transforming how businesses engage with their audiences, optimize campaigns, and drive growth. Routine tasks that once consumed hours of human effort, like content creation, data analysis, ad optimization, are now being handled by intelligent AI tools with unprecedented efficiency and precision. This revolution is not just about automation; it’s about empowering marketers to focus on creativity, strategy, and human connection while machines handle the repetitive grind. In this blog, we’ll dive deep into the rise of autonomous marketing, explore how AI tools for digital marketing professionals, AI-powered content marketing course, are reshaping the industry, discuss what this means for the future of marketing, and why we should learn digital campaign optimization with Ai.

The Dawn of Autonomous Marketing

Marketing has always been a blend of art and science, requiring both creative flair and data-driven precision. However, the sheer volume of tasks involved like keyword research, social media scheduling, email campaign management, performance tracking, can overwhelm even the most seasoned professionals. Enter autonomous marketing: a paradigm where AI tools take over repetitive, time-consuming tasks, allowing marketers to focus on high-level strategy and innovation.

The adoption of AI tools for digital marketing professionals has skyrocketed in recent years. According to a 2023 report by HubSpot, 64% of marketers now use AI-based tools to streamline their workflows, with adoption rates expected to climb further by 2026. From generating personalized email content to optimizing paid ad campaigns in real time, AI is proving to be a game-changer. These tools don’t just save time; they enhance decision-making by analysing vast datasets that no human could process in a reasonable timeframe.

How AI Tools Are Transforming Routine Marketing Tasks

Let’s break down some of the key areas where autonomous marketing is making its mark, with a focus on AI-powered content marketing course, and learn digital campaign optimization with AI

1. Content Creation and Curation

Content is the lifeblood of digital marketing, but crafting blog posts, social media updates, and email newsletters can be a slog. AI-powered tools like Jasper, Copy.ai, and ChatGPT have revolutionized AI-powered content marketing course by generating high-quality, human-like content in seconds. These platforms use natural language processing (NLP) and generative AI to produce everything from catchy ad copy to long-form blog posts tailored to specific audiences.

For example, a small e-commerce brand can use AI to create product descriptions optimized for SEO, ensuring they rank higher on search engines without hiring a team of copywriters. AI tools also analyse audience preferences to suggest topics, headlines, and even visual elements that resonate. By automating content ideation and creation, marketers can focus on strategy, deciding which stories to tell and how to tell them, while AI handles the heavy lifting.

To learn AI-powered content marketing course is particularly relevant here, as it encapsulates the shift from manual content creation to AI-driven efficiency. It also equips you with cutting-edge strategies to leverage artificial intelligence for creating, optimizing, and automating high-impact marketing campaigns.

2. Campaign Optimization and Performance Tracking

Running a successful digital campaign requires constant tweaking like adjusting ad budgets, refining target audiences, and testing creative variations. This is where learning digital campaign optimization with AI shines. Tools like Google’s Smart Bidding, Meta’s Advantage+ campaigns, and platforms like AdRoll use machine learning to analyse real-time data and optimize campaigns on the fly.

Imagine launching a Facebook ad campaign for a new product. An AI tool can monitor click-through rates, conversions, and audience engagement, then automatically shift budgets to the best-performing ads or demographics. This level of precision was once the domain of highly skilled analysts, but AI now democratizes it, making advanced optimization accessible to small businesses and solo entrepreneurs.

Moreover, AI tools provide predictive analytics, forecasting campaign outcomes based on historical data and market trends. For instance, platforms like HubSpot and Salesforce use AI to predict which leads are most likely to convert, enabling marketers to prioritize high-value prospects. By learning digital campaign optimization with AI, businesses achieve higher ROI with less manual effort.

3. Social Media Management

Social media is a cornerstone of modern marketing, but managing multiple platforms like Twitter, Instagram, LinkedIn, TikTok, can feel like a full-time job. AI tools like Hootsuite, Buffer, and Sprout Social automate scheduling, content curation, and performance tracking, while advanced platforms like Lately use AI to repurpose long-form content into bite-sized social posts.

AI also enhances audience engagement through chatbots and personalized responses. For example, an AI-powered chatbot can handle customer inquiries on Instagram, recommend products, and even process orders, all while mimicking a human tone. This not only saves time but also ensures 24/7 responsiveness, which is a must in today’s always-on digital world.

The phrase "AI tools for digital marketing professionals" effectively captures the practical resources that enable marketers to streamline social media management, showcasing the transformative potential of these technologies.

4. Email Marketing and Personalization

Email remains one of the most effective marketing channels, with an average ROI of $36 for every $1 spent, according to Litmus. However, crafting personalized emails for thousands of subscribers is a logistical nightmare. AI tools like Mailchimp’s AI-driven features and Klaviyo automate email segmentation, content generation, and send-time optimization.

For instance, AI can analyse a subscriber’s purchase history, browsing behaviour, and engagement patterns to craft hyper-personalized emails, think product recommendations or tailored discounts. Tools like Phrasee use AI to optimize email subject lines, increasing open rates by predicting which phrases will resonate most. By automating these tasks, marketers can deliver personalized experiences at scale without burning out.

5. SEO and Keyword Research

Search engine optimization (SEO) is another area where AI is taking over routine tasks. Tools like SurferSEO, Ahrefs, and SEMrush use AI to analyse search trends, competitor strategies, and on-page performance, providing actionable recommendations to boost rankings. For example, AI can suggest high-performing keywords, optimize meta tags, and even identify content gaps on a website.

This automation is a lifeline for small businesses that lack the resources for dedicated SEO teams. By learning AI tools for digital marketing professionals, marketers can implement sophisticated SEO strategies without spending hours on manual research.

The Benefits of Autonomous Marketing

The rise of autonomous marketing brings a host of benefits that extend beyond time savings. Here are some of the most impactful ones:

Scalability: AI tools allow businesses of all sizes to execute complex marketing strategies without proportional increases in staff or budget. A single marketer with the right AI tools can manage campaigns that rival those of large agencies.

2. Precision: AI’s ability to analyse massive datasets ensures decisions are data-driven, reducing guesswork and improving outcomes. For example, learning digital campaign optimization with AI ensures ad spend is allocated to the most effective channels and audiences.

3. Cost Efficiency: By automating routine tasks, businesses save on labour costs and reduce the need for outsourcing. AI tools often offer tiered pricing, making them accessible to start-ups and enterprises alike.

4. Enhanced Creativity: With AI handling repetitive tasks, marketers have more time to focus on creative storytelling, brand building, and customer engagement. This human-AI collaboration unlocks new levels of innovation.

5. 24/7 Operations: AI tools don’t sleep. They monitor campaigns, respond to customers, and optimize performance around the clock, ensuring businesses stay competitive in a global market.

Challenges and Considerations

While autonomous marketing is transformative, it’s not without challenges. Over-reliance on AI can lead to generic content or a loss of brand voice, as algorithms may prioritize optimization over authenticity. Additionally, ethical concerns such as data privacy and algorithmic bias—require careful navigation. For instance, AI tools that analyse consumer behaviour must comply with regulations like GDPR and CCPA to protect user data.

There’s also the learning curve. While AI tools for digital marketing professionals are designed to be user-friendly, mastering them requires some training. Fortunately, resources like online courses and tutorials (many of which focus on AI-powered content marketing course or learning digital campaign optimization with AI) are widely available to bridge this gap.

The Future of Autonomous Marketing

As AI technology advances, the possibilities for autonomous marketing are limitless. Generative AI models like GPT-4 and beyond will create even more sophisticated content, while deep learning algorithms will enable hyper-accurate audience targeting. We’re also seeing the rise of AI-powered creative tools that generate visuals, videos, and interactive experiences, further blurring the line between human and machine creativity.

In the next decade, autonomous marketing could evolve into fully self-managing systems, where AI not only executes tasks but also sets strategies based on business goals. Imagine an AI that designs an entire marketing funnel, from awareness to conversion, without human input. While this may sound like science fiction, companies like xAI (creators of Grok) are already pushing the boundaries of AI’s role in decision-making.

Conclusion: Embracing the AI Revolution

The rise of autonomous marketing is not about replacing humans but about amplifying their potential. By leveraging AI tools for digital marketing professionals, AI-powered content marketing course, and learning digital campaign optimization with AI, businesses can achieve unprecedented efficiency, scalability, and impact. These tools are democratizing access to advanced marketing techniques, levelling the playing field for small businesses and solo entrepreneurs.

As we move into 2025 and beyond, marketers must embrace AI as a partner, not a threat. The future belongs to those who can blend human creativity with machine precision, crafting campaigns that resonate deeply while scaling effortlessly. Whether you’re a seasoned professional or just starting out, now is the time to explore AI’s potential and ride the wave of autonomous marketing. The tools are here, the opportunities are endless, and the revolution is just beginning.

#artificial intelligence #marketing #digital marketing #automation #technology #innovation #ai trends #futuretech #marketing strategy

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