#AI Domain Tools
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necro-hamster · 1 year ago
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ppl defending ai art by completely ignoring the genuine major issues that people have with it and pretending like ppl r just mad because they're Art Elitists and think that art should only be made through Suffering instead of being easy are some of the most embarrassing ppl tumblr has been recommending to me lately
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loki-zen · 3 months ago
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tearing my hair out and gnashing and wailing
i dont consider myself a 'fashion guru' by any means but one thing i will say is guys you dont need to know the specific brand an item you like is - you need to know what the item is called. very rarely does a brand matter, but knowing that pair of pants is called 'cargo' vs 'boot cut' or the names of dress styles is going to help you find clothes you like WAAAYYYY faster than brand shopping
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first-domain · 7 months ago
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Domain Analysis: advertisetools.com
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1. Domain Relevance
Keyword Clarity: The domain contains two strong keywords – "Advertise" and "Tools." This makes it immediately clear that the website is likely related to advertising resources, tools, or services.
Industry Target: The domain name fits well within the marketing, advertising, and digital tools industry. It can attract businesses, freelancers, and individuals looking for tools to enhance their advertising efforts.
2. Brand Potential
Memorability: The domain is straightforward and easy to remember, as it directly describes what the website is about.
Branding Opportunities: "AdvertiseTools" allows for easy branding as it is descriptive and highly relevant to a target audience interested in advertising solutions.
3. SEO Benefits
Search Relevance: The keywords "Advertise" and "Tools" are commonly searched terms in the digital marketing industry. Having these keywords in the domain can provide SEO benefits and improve ranking for search terms related to advertising tools.
Audience Targeting: The domain naturally targets people looking for resources in advertising, making it easier to build a targeted audience around advertising, digital marketing, and online business tools.
4. Commercial Potential
Market Demand: With the growth of online businesses, there's a high demand for advertising tools. This domain has the potential to attract users interested in ad management platforms, social media marketing tools, analytics, and more.
Revenue Opportunities: The website could be monetized through affiliate marketing, software subscriptions, online courses, or SaaS platforms offering advertising tools.
5. Flexibility for Future Expansion
Scalability: The domain provides room to expand to various sub-niches within the advertising space. For example, it could cover categories like social media tools, PPC tools, content marketing tools, SEO tools, and analytics tools.
Versatility: As a general name for advertising tools, it can encompass a wide range of resources, from beginner guides to advanced tools for professional marketers.
6. Competitive Edge
Professional Image: "AdvertiseTools.com" gives off a professional image and can appeal to businesses seeking comprehensive solutions to manage their advertising campaigns.
Trustworthiness: A well-structured website on this domain could build credibility and authority in the marketing industry, making it a go-to source for advertising tools.
Final Recommendation
AdvertiseTools.com is a valuable domain with strong potential in the digital marketing and advertising space. It can attract a wide range of users from beginners to experienced advertisers, providing them with tools, insights, and resources to improve their advertising efforts.
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abhi-views · 1 year ago
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Build Your Website in Seconds with AI: Exploring the Top 5 AI Website Builders of 2023
Tired of building website on your own? Try these new AI websites.
Forget lengthy coding and complex design processes! The world of website building has entered a new era with the rise of AI-powered tools. These innovative platforms allow you to create professional websites in a matter of minutes, even without any prior design or coding experience. This article dives deep into the top 5 AI website builders of 2023, exploring their features, functionalities, and…
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onpassivereseller · 1 year ago
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ONPASSIVE interview in English on the Egyptian TV channel Almasria
Here is interview at one of the main and premier Egyptian TV Channels “Almasria” Satellite TV, this channel is watched by hundreds of millions around the Arabic countries and around the world.The interview was with one of the ONPASSIVE executives, Mr. Ashraf Mofeed is the head of the OiMedia (AI + Media) Department. This is different than O-Media. Interview: All companies trying to get better…
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askmediainflame · 2 years ago
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Discover How to Transform Your Small Business with These Free Designing Sites-askmediainflame
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Have you ever wished for a user-friendly and feature-rich design tool that won’t break the bank? Look no further than Figma.com! This free design site is taking the creative world by storm with its innovative approach to designing, prototyping, and collaborating. Whether you’re a small business owner or an independent designer, Figma.com offers everything you need to bring your vision to life.For More Information Visit Link-https://www.askmediainflame.com/website/discover-how-to-transform-your-small-business-with-these-free-design-sites/
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stella-chen-197 · 1 month ago
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The blog post "Best AI-Powered Domain Finders: Top 7 Tools For 2025" on UniqDomain.com highlights seven AI-driven tools that simplify domain name selection. These tools, including UniqDomain's own AI, Namecheap, GoDaddy, Domain Name Brain, NameMesh, Instant Domain Search, and Domain Puzzler, offer features like keyword-based suggestions, TLD filtering, and availability checks. They aim to streamline the process of finding unique, brandable, and available domain names, making it easier for users to establish their online presence.
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mortalityplays · 1 year ago
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You need more free art.
I quit my job yesterday. Well, actually I quit my job eight weeks ago, but they finally released me yesterday for good behaviour. Don't get me wrong, I love what I do - but I do it for the wrong reasons. Working for major charities, you learn very fast that 'I want to make the world a better place' is a phrase you use to ask people for money, not to give them things. I was an ass-backwards fit for that world.
You need more free art. I need more free art. Everyone has felt the shift in our media landscape over the last ten years, away from access and towards nickel-and-diming the human experience. That lack of access is making life and culture worse for all of us, across the board. Paywalled news sites leave us less informed, attacks on the Internet Archive leave us less capable of research. Algorithmic social feeds and streaming walled gardens trap us inside smaller and smaller demographic bubbles, where we are increasingly only likely to encounter ideas that have been curated for us by marketing departments. Hasty efforts to resist AI commodification have only led to more artists locking their work away and calling for even more onerous systems of copyright law. This is not good for us.
We all need more free art.
So what am I going to do about it?
This is a question I have been asking myself for years. It's easy to sit here feeilng frustrated and thinking 'boy I hope SOMEONE does SOMETHING'. It's harder to take action in a world where I still have rent to pay. But hard doesn't mean impossible. Sometimes hard just means time-consuming, frustrating and slow. And sometimes it's worth doing something time-consuming, frustrating and slow because...I want to make the world a better place.
I'm going to do this:
1. From April 1st, I am relaunching as a freelance writer and editor.
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This is the one that will (hopefully) help to pay the bills. I am a very good and experienced editor. I've worked on hollywood movies, I'm a member of the Chartered Institute of Editors and Proofreaders, I have clients who have been coming to me exclusively for more than 10 years.
Alongside bigger contract jobs, I am going to refocus on offering my services to small-press creators at a reduced rate. That means you, graphic novelists. That means you, itch and amazon writers. I want to help you develop your work, the same way I help large organisations. You can learn more about what an editor even does and what kind of pricing you can expect here.
2. I'm also going to start giving shit away. Like, constantly.
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Next week I'm going to launch a new free shop. If you're unfamiliar, a free shop, giveaway shop, swap shop, etc. is an anarchist tradition of setting up a storefront where anyone can take what they like for no cost. Offline, this often means second-hand clothes, tools, furniture, food etc. Online, I am going to be giving away digital art. Copyright-free, no strings attached. It will (eventually) feature everything from print-res posters to zines, poems, tattoo flash, t-shirt designs and anything else we come up with.
Yes, I said 'we' - while this is a curated collection, it will feature work from a variety of credited and anonymous artists and activists, all of whom have agreed to give their work away to the public domain. Some of it will be practical, some of it will be political, but a lot of it will be decorative or personal. This is, in part, a response to recent difficulty I had finding somewhere that would print a one-off joke poster for a friend that featured the word 'faggot'. Enough. No middlemen - no explaining ourselves. Just print our shit and enjoy it.
I'm very, very excited about this project. I'll have more to say about it closer to the launch, but you can expect it to go live on March 27th.
2.2 I forgot to mention the ACTUAL LAUNCH GIVEAWAY
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To celebrate my launch, I am going to be giving away a ton of physical prints. When I went looking for my old stock to see if it was worth setting a new (paid) storefront up, I realised I had way more old work in storage than I thought. This will be announced in its own right on Monday, but this is why I've been hinting you should go follow my Patreon.
On April 1st, I will pick 8 random patrons (from across all tiers including non-paying followers!) and mail them a bundle of assorted prints and postcards. The prize pool includes A3 and A4 posters, packs of A6 postcards, and printed minicomics that I've previously sold for up to £12 each.
You don't have to be a paying subscriber to enter - this is strictly no-purchase necessary. It is purely and entirely a celebration of the concept of GIVING ART AWAY FOR FREE.
3. PORN, YOU PERVERTS
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Because I still have to pay to stay alive, I am going to be subsidising all this free art with the introduction of Fuck You Fridays. Starting from March 29th, I will drop a new 18+ short story on the last Friday of every month, over on itch.io (yes I know my page is desolate right now, don't worry I'll get there).
The first edition, Go Fuck Yourself, is about, well - telling your boss where to stick it. Julia has had it with her millionaire man-child manager, and is just about ready to let him know what she really thinks. It's a short and steamy 5k words, with a gorgeous cover illustration by @taylor-titmouse, and you can pick it up for $3 starting from March 29th.
4. ANOTHER BIG SURPRISE
I'm keeping this one under wraps for now, but April 1st will also play host to one more (FREE) launch. If you've been following me for a long time, you might remember the other significance of this date (no not April Fool's day, though that is certainly thematically relevant to this entire effort). That's all I'll say right now. Watch this space.
tl;dr: I'm sick of paywalls and career ladders. I'm literally putting my money where my mouth is. More free art for everyone and I'm not kidding around!!!
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what-eats-owls · 9 months ago
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This info was of some surprise to folks on Bluesky, so I'm going to repeat it here in light of the sheer number of "the Internet Archive was an uncomplicated good apart from this one weird move" posts I've seen...
Are we all aware that IA has been gradually pushing the dogma that generative AI is a net public good, and has been feeding books, music, and video into AI?
This article is about how IA is actively using AI in their archives. It's an interview with Brewster Kahle, founder and Board Chair of IA. Choice quote:
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This is the blog post about the comments they submitted to the US copyright office arguing against any new copyright regulations for AI. Some more choice quotes:
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You can guess how I feel about framing the writers and artists whose work BUILT generative AI as "workers" who just need to be "retrained."
Last year they hosted a zoom panel called "Generative AI Meets Open Culture: Opportunities, Challenges & Ethical Considerations." Multiple visuals were AI-generated art, the panelists were asked to avoid discussing copyright. It's an hourlong panel and I couldn't find a transcript, so I skipped around to see if anyone addressed the elephant in the room. I found at ~32 minutes, a vague gesture at acknowledging it wasn't great if you tried to replicate an artist's style, but fine if you just wanted generic art.
(If anyone finds a more concrete statement in there, and/or a transcript, I'd love to know! The tenor I got was overall "look at how cool these tools are and let's talk about how they're a public good.")
At the end of January 2024, they hosted "Public Domain Day," including a panel on incorporating Generative AI in art. They invited two artists who utilize Generative AI, and a publisher whose books go immediately into the public domain. More quotes from their own writeup:
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This was an event in celebration of public domain, but as far as I can tell, they've more or less avoided even acknowledging that creators are actively being harmed by Gen AI. Again, if anyone can find a clearer statement, please share it.
Another wrinkle in this is that Kahle, on behalf of the Internet Archive, sued the US Government in 2004, challenging the law that automatically granted and renewed copyright to a creator. Previously, copyright was opt-in only, had to be regularly renewed by the holder, and cost money to do so. The case went all the way to the Supreme Court in 2007, but was dismissed. (Scroll down to Docket 07-189, Kahle v Mukasey, for court filings.)
To be clear, this is the law that means you automatically own your own work. It's not a shock that Kahle's suit failed. But if Kahle had won, artists who didn't pay to secure and maintain copyright over their work would be SOL right now in the lawsuits against generative AI image and text scrapers.
So yeah. My tiny violin for IA continues to shrink.
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genericpuff · 1 year ago
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I'm sorry, but this should come as a shock to absolutely no one.
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Just a little bit of 'insider info' (and by 'insider' I mean I was a part of the beta testing crew a few years ago) Webtoons has been messing with AI tools for years. You can literally play test that very same AI tool that I beta-tested here:
Mind you, this is just an AI Painter, similar to the Clip Studio Colorize tool, but it goes to show where WT's priorities are headed. I should mention, btw, that this tool is incredibly useless for anyone not creating a Korean-style webtoon, like you can deadass tell it was trained exclusively on the imports because it can't handle any skin tone outside of white (trying to use darker colors just translates as "shadows" to the program, meaning it'll just cast some fugly ass shadows over a white-toned character no matter how hard you try) and you just know the AI wouldn't know what to do with itself if you gave it an art style that didn't exactly match with the provided samples lmao
And let's be real, can we really expect the company that regularly exploits, underpays, and overworks its creators to give a damn about the ethical concerns of AI? They're gonna take the path of least resistance to make the most money possible.
So the fact that we're now seeing AI comics popping up on Webtoons left and right - and now, an actual "Webtoon AI" branding label - should come as zero shock to anyone. Webtoons is about quantity over quality and so AI is the natural progression of that.
So yeah, if you were looking for any sign to check out other platforms outside of Webtoons, this is it. Here are some of my own recommendations:
ComicFury - Independently run, zero ads, zero subscription costs (though I def recommend supporting them on Patreon if you're able), full control over site appearance, optional hosting for only the cost of the domain name, and best of all, strictly anti-AI. Not allowed, not even with proper labelling or disclosure. Full offense to the tech bro hacks, eat shit.
GlobalComix - Very polished hosting site that offers loads of monetization tools for creators without any exclusive contracts or subscriptions needed. They do offer a subscription program, but that's purely for reading the comics on the site that are exclusively behind paywalls. Not strictly anti-AI but does require in their ToS that AI comics be properly labelled and disclosed, whether they're made partially or fully with AI, to ensure transparency for readers who want to avoid AI comics.
Neocities - If you want to create your own site the good ole' fashioned way (i.e. HTML / CSS) this is the place. Independently run, offers a subscription plan for people who want more storage and bandwidth but it only costs $5/month so it's very inexpensive, and even without that subscription cost you won't have to deal with ads or corporate management bullshit.
Be safe out there pals, don't be afraid to set out into the unknown if it means protecting your work and keeping your control as a creator. Know your rights, know your power.
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sepdet · 1 year ago
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Reblogging since I've added links to Glaze and Nightshade and added step-by-step instructions to match screencaps in alt text.
A few more informative links.
404 Media article "Tumblr and Wordpress[.com] to Sell Users' Data to Train AI Tools" OpenAI and Midjourney. This article suggests some data already turned over despite concerns of Tumblr coders. (I suspect they forced bosses to add opt-out)
MidJourney coders caught discussing how to "launder" huge list of popular online artists whose work they've scraped and defined as "styles."
An Updated Timeline of Generative AI Lawsuits: Legal Cases vs. OpenAI, Microsoft, Anthropic and More
Please share this or the OP; I'm seeing comments by users on the official Tumblr post who haven't found the mobile app opt-out.
How to disable AI scraping your tumblr blogs
TL;DR: Blog Settings > Visibility > Turn off third-party sharing
Mobile:
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Desktop:
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Here's the Official Tumblr Announcement
UChicago's free tool Nightshade poisons AI image generators with disruptive data
Glaze blocks AI from detecting/mimicking an artist's distinctive style
Fawkes disrupts facial recognition scans
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grizzlart · 16 days ago
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Free-To-Use Wolf Base!
WAH THIS WAS SO MUCH WORK BUT IT'S READY!
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I put together this pic to showcase some of the different features available. Most of them are quite subtle, so you'll have to see for yourself!
The file currently includes a summer and winter coat base, four ear variants, four snout variants, and a variety of facial expression options. All head features are available on the headshot as well as the fullbody, and all features are compatible with both the summer and winter bases, so you can mix and match!
There's also two sets of text boxes, two palette options, and some public domain photograph backgrounds to pick from.
I'd like to expand it further in future, but I'll be taking a breather first. It's been a lot of work making this! Worth it though, I think. ^^
Rules of use
This base is free to use for any non-commercial purposes which don’t involve the use of generative AI. You may not use this base for profit, advertisement, or commissions without my clear, written permission. You may not use any generative AI tools at all in relation to this base. Doing either of these is a violation of my legal ownership of this work.
If you want to share the base, you can – however, you must do so by sharing a link to this tumblr post. You may not post a link to the file directly, or reupload it to share online under any circumstances.
You must keep my signature clearly visible. By alpha locking the layer, you can recolour it dark or light to be visible on your background of choice. It can be in any location and colour, as long as it is visible and the text is legible without effort. You may not claim the base as your own, but any designs made with it are entirely yours of course!
If you post work using this base anywhere online (including on discord or art apps), you must include a link to my tumblr account as credit for the base – preferably a link to this post specifically.
You may modify the base to your heart’s content, as long as generative AI is not used at any point in the process and my signature is unaltered and visible.
I am willing to add extra features to the base in exchange for a fee. I am planning to make expansions to it on my own time as well, but these will specifically be realistic features and I’m not sure on a timeframe. You may not make requests for free additions. If you want a fantastical feature added, or want an addition made sooner, get in touch and we can work out a price! Features added in this way will be made available for everyone unless otherwise agreed.
Anyone is free to use this base. If you are blocked by my tumblr account, you are allowed to log out or visit the site on a private browser to access the base. However, note that I am openly and passionately supportive of endogenic plurality and all kinds of endo systems and if you have a DNI rule regarding pro-endos or endogenic systems, you will be violating that DNI by interacting with me or my work. You may want to consider blocking me if so.
Support and tips
If you want to support my work (and help motivate me to keep working on this base and create more in the future), there’s two ways I absolutely appreciate!
The first is simply to spread the word! I made this base as a free resource, in the hopes that fellow artists, therians, alterhumans and furries would enjoy it and find it useful. Reblogs are vastly appreciated!
If you wish to provide some kind of financial support, I do accept tips – but not in the conventional way! I ask that, instead of sending money to me, you make a donation to the Endangered Wolf Center on my behalf. Red wolves and Mexican wolves are both critically endangered, and with the current political climate of the US, supporting conservation efforts to preserve and save these unique keystone species is more important than ever. If you do decide to donate, I would love if you told me!
Extra info
More info, including photo sources, can be found in the text doc included in the zip file! I also included a bit of basic advice for using the base, so give it a read over if you're unsure about anything. If you're still stuck, you can message me!
File download here!
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not-terezi-pyrope · 27 days ago
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AI continues to be useful, annoying everyone
Okay, look - as much as I've been fairly on the side of "this is actually a pretty incredible technology that does have lots of actual practical uses if used correctly and with knowledge of its shortfalls" throughout the ongoing "AI era", I must admit - I don't use it as a tool too much myself.
I am all too aware of how small errors can slip in here and there, even in output that seems above the level, and, perhaps more importantly, I still have a bit of that personal pride in being able to do things myself! I like the feeling that I have learned a skill, done research on how to do a thing and then deployed that knowledge to get the result I want. It's the bread and butter of working in tech, after all.
But here's the thing, once you move beyond beginner level Python courses and well-documented windows applications. There will often be times when you will want to achieve a very particular thing, which involves working with a specialist application. This will usually be an application written for domain experts of this specialization, and so it will not be user-friendly, and it will certainly not be "outsider-friendly".
So you will download the application. Maybe it's on the command line, has some light scripting involved in a language you've never used, or just has a byzantine shorthand command structure. There is a reference document - thankfully the authors are not that insane - but there are very few examples, and none doing exactly what you want. In order to do the useful thing you want to do, they expect you to understand how the application/platform/scripting language works, to the extent that you can apply it in a novel context.
Which is all fine and well, and normally I would not recommend anybody use a tool at length unless they have taken the time to understand it to the degree at which they know what they are doing. Except I do not wish to use the tool at length, I wish to do one, singular operation, as part of a larger project, and then never touch it again. It is unfortunately not worth my time for me to sink a few hours into learning a technology that you will use once for twenty seconds and then never again.
So you spend time scouring the specialist forums, pulling up a few syntax examples you find randomly of their code and trying to string together the example commands in the docs. If you're lucky, and the syntax has enough in common with something you're familiar with, you should be able to bodge together something that works in 15-20 minutes.
But if you're not lucky, the next step would have been signing up to that forum, or making a post on that subreddit, creating a thread called "Hey, newbie here, needing help with..." and then waiting 24-48 hours to hear back from somebody probably some years-deep veteran looking down on you with scorn for not having put in the effort to learn their Thing, setting aside the fact that you have no reason to normally. It's annoying, disruptive, and takes time.
Now I can ask ChatGPT, and it will have ingested all those docs, all those forums, and it will give you a correct answer in 20 seconds about what you were doing wrong. Because friends, this is where a powerful attention model excels, because you are not asking it to manage a complex system, but to collate complex sources into a simple synthesis. The LLM has already trained in this inference, and it can reproduce it in the blink of an eye, and then deliver information about this inference in the form of a user dialog.
When people say that AI is the future of tutoring, this is what it means. Instead of waiting days to get a reply from a bored human expert, the machine knowledge blender has already got it ready to retrieve via a natural language query, with all the followup Q&A to expand your own knowledge you could desire. And the great thing about applying this to code or scripting syntax is that you can immediately verify whether the output is correct but running it and seeing if it performs as expected, so a lot of the danger is reduced (not that any modern mainstream attention model is likely to make a mistake on something as simple a single line command unless it's something barely documented online, that is).
It's incredibly useful, and it outdoes the capacity of any individual human researcher, as well as the latency of existing human experts. That's something you can't argue we've ever had better before, in any context, and it's something you can actively make use of today. And I will, because it's too good not to - despite my pride.
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artdotpage · 1 month ago
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https://art.page is being built from the ground up for artists and creators!
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🛡️We use sophisticated networking tools to identify and ban bots from AI scrapers trying to steal your images
🆓Completely free! We make our money from platform fees & subscriptions for extra features like using custom domains.
🏃‍♀️‍➡️Join the waiting list and claim your free domain before someone else grabs it!
⏩Skip the waiting list just by sharing your referral URL here on Tumblr (just send us an email/DM with a link to the post)
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askmediainflame · 2 years ago
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Discover How to Transform Your Small Business with These Free Designing Sites-askmediainflame
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Have you ever wished for a user-friendly and feature-rich design tool that won’t break the bank? Look no further than Figma.com! This free design site is taking the creative world by storm with its innovative approach to designing, prototyping, and collaborating. Whether you’re a small business owner or an independent designer, Figma.com offers everything you need to bring your vision to life.For More Information Visit Link-https://www.askmediainflame.com/website/discover-how-to-transform-your-small-business-with-these-free-design-sites/
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jadeharleyinc · 2 months ago
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The "AI Rots Your Brain" Study
"The Impact of Generative AI on Critical Thinking" is a study conducted by Carnegie Mellon University and Microsoft Research Cambridge.
it has been widely reported on as "concluding that AI makes human cognition atrophied and unprepared" (404 media) or as "linking AI usage with a deterioration in critical-thinking skills" (New York Magazine).
is that true? what does the paper actually say, though? it's only 20 pages, so you can check for yourself. otherwise, read on.
the survey's methodology has been... misrepresented, to put it mildly. this paper did not measure actual thinking ability. it surveyed workers who used AI at work, asked questions like "do you usually trust AI outputs? how do you think about them critically? if you can't, what obstacles are stopping you?"
the paper aimed to answer two research questions:
When and how do knowledge workers perceive the enaction of critical thinking when using GenAI? When and why do knowledge workers perceive increased/decreased effort for critical thinking due to GenAI?
pages 14-16 of the study discuss the survey's findings, and what they mean for AI tools, workers, and critical thinking skills. i've summarized these conclusions, point by point, as follows.
confidence and knowledge 1) people who say they trust genAI to be truthful are likely to be the same people who say they exercise less critical thinking about AI outputs. (makes sense.) 2) people who say they have confidence in their work skills are likely to say they are critical of the AI's output, even if they perceive this critical look as requiring extra effort. 3) it's possible that fostering workers' expertise and confidence in their domains will increase their ability to think critically about AI outputs. 4) a worker being confident in their skills at a task is associated with the worker's ability to delegate and guide the task. 5) a worker being unconfident in their skills at a task can rely more on AI, which potentially lowers their critical engagement and independent problem-solving skills. 6) in a nutshell, workers knowledgeable at a task invest more effort in thinking critically while using AI for it; less knowledgeable workers invest less.
the researchers suggest: 7) empowering users to 1. develop their skills, 2. develop a balanced relationship with the AI where it's not either the user or the AI calling all the shots. 8) adding feedback mechanisms to AI tools that help users gauge reliability of AI outputs, so they can know when to trust and when to question. 9) that AI tools let users customize and refine how the output is made, how much AI assistance is provided, depending on confidence and task complexity.
to do this, they see several approaches. potential approach 1: 10) AI tools could underline opportunities for critical thinking, especially for tasks the worker finds unimportant or secondary. 11) for example, AI tools could have systems to proactively interrupt the user and highlight a situation where it may be overlooked that critical thinking is needed. 12) another approach is to allow the user to request critical thinking assistance when they consciously need it.
potential approach 2: 13) increase the motivation to use critical thinking. workers use it less when they think it's not their job, and use it more when aiming to develop their skills. 14) therefore, AI tools could encourage critical thinking thtrough the lens of skill development and professional growth, not arbitrary and sometimes-irrelevant "audits".
potential approach 3: 15) enhance the ability to think critically. workers often refrain from thinking critically when they don't have the skills to fact-check or improve AI's responses. 16) this means learning opportunities: AI providing explanations for its reasoning, suggesting ways the users should refine their knowledge, or offering guided critiques. 17) the AI could help the worker develop specific skills: how to analyze arguments or cross-reference facts against sources. (see: AI as partner in skill development.)
so how is AI impacting critical thinking, specifically? 18) usually critical thinking involves analysis, synthesis and evaluation. using AI tools changes what tasks a worker performs to fulfill these goals. 19) when recalling and understanding, the worker focuses less on gathering information and more verifying it. (less need to find info, more need to verify it.) 20) when applying information, the worker focuses less on solving a problem and more on integrating the AI's solution. ("is this relevant? what parts should i tweak?") 21) when analyzing, synthesizing and evaluating, the worker focuses less on executing the task and more on supervising the task. ("stewardship" more than "collaboration".)
so, to think critically, workers that use AI should be trained: 22) on how to verify information, integrate outputs, and guide the task. 23) on cross-referencing with sources, assessing if AI output is relevant or applicable, and refining their use of AI processes. 24) on maintaining foundational problem-solving and information-gathering skills so they aren't overly reliant on AI.
the researchers point out some limitations of their study: 25) surveyed workers sometimes confuse "the task now takes me less effort" and "i spend less effort on critical thinking". (hey, we don't assess our critical thinking often.) 26) surveyed workers might think less critically when they get an AI output that matches what they expected. that could expect the aforementioned confusion. 27) asking workers to report their confidence at a task produces subjective responses. 28) the survey was conducted solely in english, and aimed only at fluent english speakers. 29) the survey sample biases towards younger, technologically skilled workers who use AI tools at work at least once a week. older and less techy people are underrepresented. 30) this is just a baseline study and long term impact has to be tracked.
i now encourage you to draw your own conclusions.
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