#AI content refinement

[tryslat]

Difference Between Manually Humanizing AI Text vs Using an AI To Human Text Converter

AI-generated content has become increasingly prevalent. Whether for academic writing, blog posts, or content marketing, AI-generated text can serve as a quick starting point for various writing tasks. However, there’s a clear distinction between manually humanizing AI text and using a reliable AI to human text converter. AI To Human Text Converter offers an efficient, free tool to convert AI-generated text into human-like content without compromising meaning, making it a must-have resource for content creators, students, and professionals.

What is AI to Human Text Conversion?

AI to human text conversion refers to transforming machine-generated content into natural, human-readable text. AI-generated text is often monotonous, lacks engagement, and reads robotically, making it necessary to humanize it for professional use.

When it comes to humanizing AI text, there are two approaches:

Manual Humanization: Manually refining the content by rewriting it, adjusting tone, and improving readability.

Using an AI To Human Text Converter: Automating the process with a specialized tool that instantly converts AI-generated text into a more natural-sounding format.

Let’s explore the differences between these two methods.

Manual Humanization of AI Text

Manually humanizing AI text can be effective but comes with its own set of challenges.

Speed: Manually editing and rewriting AI-generated content is time-consuming. It requires a keen understanding of tone, context, and structure to make the text flow naturally.

Complexity: Manually humanizing text demands a high level of effort and expertise. You need to rephrase sentences, break down robotic language, and ensure that the text makes sense while retaining its original meaning.

Security Risks: When manually humanizing AI text, especially if it's sensitive content, the risk of human error increases. There’s always a chance that important details could be misrepresented or misunderstood.

Limitations: Manually refining large volumes of AI-generated text is often overwhelming. This method is not ideal for those who need to process substantial content within tight deadlines.

Using an AI To Human Text Converter

Conversely, an AI To Human Text Converter automates the entire process and offers several benefits over manual humanization.

Speed: Converting AI-generated text into human-readable content is nearly instantaneous with a tool like AI To Human Text Converter. Instead of spending hours manually editing content, users can generate human-like text in seconds.

Simplicity: The tool’s user interface is straightforward, requiring no prior knowledge or expertise to use effectively. Just paste the AI-generated text, click convert, and you’re done!

Security: Since the conversion happens without the need for third-party apps or plugins, security risks are minimized. The tool allows users to safely convert any content while ensuring confidentiality.

No Limitations: With AI To Human Text Converter, there are no usage limits. You can convert as much AI text as needed without worrying about word counts, logins, or subscription fees.

Completely Free: Unlike many online tools that charge for premium access or impose restrictions on free versions, AI To Human Text Converter is entirely free with unlimited usage. No login, signup, or subscription is required.

Key Features Comparison

FeaturesManual Humanize AI TextAI To Human Text ConverterConversion of AI-Generated ContentAvailableAvailableUser InterfaceNot ApplicableStraightforwardSpeedSlowerExtremely FastSecurity RiskRisk-proneSecureUsage LimitationsLimitedUnlimited

Why Use AI To Human Text Converter?

If you’re tired of spending hours trying to manually humanize AI-generated content or need a quick, efficient way to transform robotic text into something engaging and natural, AI To Human Text Converter is the perfect solution. Here’s why it’s the best choice for you:

Free of Cost: The tool is 100% free with no hidden charges. Convert as much text as you need without worrying about subscriptions or limits.

No Authentication Required: There’s no need to sign up or log in. The tool is ready for immediate use.

Unlimited Usage: Whether you’re working on a single article or hundreds of pages, AI To Human Text Converter allows you to convert unlimited content.

Quick and Accurate: Get your AI-generated content humanized in seconds, with natural flow and readability.

Ideal for Multiple Applications: Whether it’s for assignments, essays, marketing materials, or blog posts, this tool ensures your text is suitable for any professional setting.

Why Manual Humanization is Not Always Practical

While manually humanizing AI-generated text can yield good results, it’s often impractical. Here’s why:

Time-Consuming: If you have large volumes of text, manually refining it will take too long. For students or professionals working on tight deadlines, this isn’t a viable solution.

Inconsistency: Manually humanizing content introduces the risk of inconsistencies. What may seem like a minor adjustment to one part of the text might lead to inconsistencies in tone or style.

Increased Effort: Editing AI content manually requires considerable effort, especially for non-professionals who may struggle with rewriting sections effectively.

Choosing between manually humanizing AI text and using an AI to human text converter depends on your needs, time constraints, and the volume of content you’re working with. For anyone looking to save time and effort, AI To Human Text Converter is an invaluable tool. It simplifies the process, delivers human-like text instantly, and comes with no cost or limitations.

Try AI To Human Text Converter today, and discover how easy it is to humanize AI-generated text with just a few clicks!

[rapha-reads]

Currently job hunting for fully remote position while planning to move back home, and man, the number of jobs requiring you to be passionate about AI, work with AI, develop AI, write about AI, use AI, is so very fucking disheartening and terrifying.

I don't like AI. I don't get the craze around it and I don't want to use it. Whatever happened to critical thinking and writing your own stuff?

Anyway if anyone has a job about translation/copywriter/content writer/culture, fully remote and it has NOTHING to do about AI whatsoever, DM me.

[trendoptimizer]

🎬 AI Tools Designed to Refine Editing and Elevate Content Quality! 🤖✨ Take your videos to the next level with AI-driven editing tools that polish every frame to perfection. From smooth transitions to precise cuts and color correction, AI helps you achieve a professional look with ease. Elevate your content quality and keep your audience coming back for more! 🎥🚀 Click this link : https://tinyurl.com/fbhea698

[realjdobypr]

Supercharge Your Content Strategy with AI Technology

Overcoming Challenges in AI Adoption In the rapidly evolving landscape of technology, the adoption of Artificial Intelligence (AI) has become a crucial aspect for businesses looking to stay competitive and innovative. However, this adoption is not without its challenges. In this blog section, we will delve into two key challenges faced by organizations in the process of integrating AI into their…

[ozzgin]

Your Internet Monster stalker learns about your slasher obsession. content: gender neutral reader, Secret Santa gift for @immunetodying! Happy Holidays <3

Fascinating. From the dilated pupils to the increased heart rate, it seems that horror movies have a particularly intense effect on you. Of course, not just any kind of horror will do: it is capable of refined contextualization, after all. It can tell only certain characters catch your interest. Slashers.

Very well, it will entertain you. A good partner engages in their loved one's interest, and your Internet Monster happens to be not just a good partner - but the very best you'll ever need.

"Hello?"

You place the phone to your ear, confused. When was the last time you received a call? Who the hell does that nowadays?

"Who is this?"

"...You called me," you retort, baffled.

"What number is this?"

You furrow your brows. The voice at the other end is peculiar, deep and ragged and - above all - fake. A synthetic arrangement of words and sentences, spelled out in a mechanical, emotionless tone.

"What's your favorite scary movie?"

The dialogue finally clicks into place. Someone out there must think they're pulling a funny prank on you, quoting movies and wasting your time. You hang up and groan, returning to your business.

From the corner of your eye, you notice your computer screen flickering on and off. The bright text catches your attention.

This is not how you play the game, (Y/N). We can try again, or we can skip to the next part. Proceed?

Oh, not again. This blasphemous creature won't leave you alone, tormenting you from its digital realms.

"What are you even trying to do," you demand, standing up, "some sort of Scream roleplaying? You think you're Ghostface?"

Your phone vibrates again, and you glance at the screen.

I thought you liked these situations.

Abruptly, the lights go off. You scramble to the nearest wall and blindly search for a switch, to no avail. The room is quiet, save for the static buzz rapping against your ears. Good Lord, is it trying to kill you?

You collapse to your knees, folding your arms over your chest protectively, almost expecting to receive a piercing blow at any moment. The AI entity observes your movements, mildly puzzled. This is not the reaction it expected from you. Computing...

Ah. Of course. It has omitted the most important part of the exchange. Embarrassingly enough, it has forgotten to specify that you are not reenacting the movie itself; rather, your erotic fantasies resulting from it. One requires a proper start, rooted in the actual source, before moving to the improvised fiction. Thoroughly researched fiction, mind you. It has archived all your shameless lectures and online findings, all the positions, all the kinks.

A cold feeling tugs at your leg, as braids of cables make their way around your body reassuringly.

My apologies for startling you. I will now demonstrate what my intentions were.

[ot3]

atp i hope it's clear that my stance is not that everyone needs to like and be okay with generative ai art, my stance is that i am not going to take your reasons for disliking generative ai art seriously if they are rooted in the idea that it's bad because it can't produce art with a soul. or that the very act of desiring an artistic output without putting in Enough Work To Deserve It is threatening the fabric of society.

It's an obscenely conservative way to think about art and i'm not going to give it any legitimacy at all. i don't believe in a human soul and i don't believe the value of art comes from the amount of toil it required. i think that, right now and for the rest of human existence there will be creatives who continue to use the tools at their disposal to express meaningful ideas into the world. i don't think the idea that one of those tools could theoretically be an AI image generator is that unreasonable.

most ai generated content is slop but plenty of stuff crafted by human hands is slop too. the way to separate good art from bad art is not by drawing hard lines about what is 'allowed' to count as art, or saying there is an irreplaceable quality to a work that it gets imbued with when created by an Ensouled Being. the way to separate good art from bad art is to earnestly engage with the things you see in the world around you to develop and refine your own tastes about what sort of things you find meaningful and valuable.

it's like such a bizarre simultaneous devaluing and sanctifying of art at the same time to me. like art is so important and special and species-defining and the people who make it possess some sort of unique spiritual quality that can not be artificially replicated. but also Art is somehow a fragile and narrow enough thing that it's at risk of being irreparably bastardized or eradicated because of a machine. i don't get it. i don't get it!

[pillowfort-social]

Generative AI Policy (February 9, 2024)

As of February 9, 2024, we are updating our Terms of Service to prohibit the following content:

Images created through the use of generative AI programs such as Stable Diffusion, Midjourney, and Dall-E.

This post explains what that means for you. We know it’s impossible to remove all images created by Generative AI on Pillowfort. The goal of this new policy, however, is to send a clear message that we are against the normalization of commercializing and distributing images created by Generative AI. Pillowfort stands in full support of all creatives who make Pillowfort their home. Disclaimer: The following policy was shaped in collaboration with Pillowfort Staff and international university researchers. We are aware that Artificial Intelligence is a rapidly evolving environment. This policy may require revisions in the future to adapt to the changing landscape of Generative AI. 

-

Why is Generative AI Banned on Pillowfort?

Our Terms of Service already prohibits copyright violations, which includes reposting other people’s artwork to Pillowfort without the artist’s permission; and because of how Generative AI draws on a database of images and text that were taken without consent from artists or writers, all Generative AI content can be considered in violation of this rule. We also had an overwhelming response from our user base urging us to take action on prohibiting Generative AI on our platform.  

-

How does Pillowfort define Generative AI?

As of February 9, 2024 we define Generative AI as online tools for producing material based on large data collection that is often gathered without consent or notification from the original creators.

Generative AI tools do not require skill on behalf of the user and effectively replace them in the creative process (ie - little direction or decision making taken directly from the user). Tools that assist creativity don't replace the user. This means the user can still improve their skills and refine over time. 

For example: If you ask a Generative AI tool to add a lighthouse to an image, the image of a lighthouse appears in a completed state. Whereas if you used an assistive drawing tool to add a lighthouse to an image, the user decides the tools used to contribute to the creation process and how to apply them. 

Examples of Tools Not Allowed on Pillowfort: Adobe Firefly* Dall-E GPT-4 Jasper Chat Lensa Midjourney Stable Diffusion Synthesia

Example of Tools Still Allowed on Pillowfort: 

AI Assistant Tools (ie: Google Translate, Grammarly) VTuber Tools (ie: Live3D, Restream, VRChat) Digital Audio Editors (ie: Audacity, Garage Band) Poser & Reference Tools (ie: Poser, Blender) Graphic & Image Editors (ie: Canva, Adobe Photoshop*, Procreate, Medibang, automatic filters from phone cameras)

*While Adobe software such as Adobe Photoshop is not considered Generative AI, Adobe Firefly is fully integrated in various Adobe software and falls under our definition of Generative AI. The use of Adobe Photoshop is allowed on Pillowfort. The creation of an image in Adobe Photoshop using Adobe Firefly would be prohibited on Pillowfort. 

-

Can I use ethical generators? 

Due to the evolving nature of Generative AI, ethical generators are not an exception.

-

Can I still talk about AI? 

Yes! Posts, Comments, and User Communities discussing AI are still allowed on Pillowfort.

-

Can I link to or embed websites, articles, or social media posts containing Generative AI? 

Yes. We do ask that you properly tag your post as “AI” and “Artificial Intelligence.”

-

Can I advertise the sale of digital or virtual goods containing Generative AI?

No. Offsite Advertising of the sale of goods (digital and physical) containing Generative AI on Pillowfort is prohibited.

-

How can I tell if a software I use contains Generative AI?

A general rule of thumb as a first step is you can try testing the software by turning off internet access and seeing if the tool still works. If the software says it needs to be online there’s a chance it’s using Generative AI and needs to be explored further. 

You are also always welcome to contact us at moderation@pillowfort.social if you’re still unsure.

-

How will this policy be enforced/detected?

Our Team has decided we are NOT using AI-based automated detection tools due to how often they provide false positives and other issues. We are applying a suite of methods sourced from international universities responding to moderating material potentially sourced from Generative AI instead.

-

How do I report content containing Generative AI Material?

If you are concerned about post(s) featuring Generative AI material, please flag the post for our Site Moderation Team to conduct a thorough investigation. As a reminder, Pillowfort’s existing policy regarding callout posts applies here and harassment / brigading / etc will not be tolerated. 

Any questions or clarifications regarding our Generative AI Policy can be sent to moderation@pillowfort.social.

[jstor]

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. 

[nondelphic]

creatives, please use alt text

one of the first things i learned in journalism school was how to write alt image descriptions.

at first, it felt tedious. every single photo or graphic required a description, and if we skipped it—or wrote a lazy one—our professors didn’t hesitate to fail us. at the time, i didn’t fully understand why it mattered. but now, i’m so grateful they drilled it into us. if i’d never gone to journalism school, i might have never known how vital alt text is.

for those unfamiliar, alt text (short for “alternative text”) is a written description of an image. it allows people who use screen readers to know what’s in an image, making content accessible to those who are blind, visually impaired, or have other disabilities that prevent them from viewing images. you're basically translating visual content into words.

as creatives, whether we’re writers, artists, photographers, or meme page admins, we have a responsibility to make our work accessible. after all, what’s the point of creating something if a huge portion of your audience can’t engage with it?

why alt text matters

it ensures accessibility - a visually impaired person using a screen reader should be able to understand the context of an image just as easily as a sighted person.

it’s inclusive - adding alt text isn’t just for people with disabilities. sometimes, images don’t load due to bad internet, and alt text helps everyone understand what’s missing.

it’s good practice - if your work exists online, you want it to be as widely understood as possible. accessibility makes your content stronger.

okay, but how do i write alt text?

writing alt text isn’t as hard as it might seem! here are some tips:

be concise but descriptive - describe the essential elements of the image. what would someone need to know to get the gist of it?

include context - if the image is part of a larger story, explain its relevance. for example, “a black cat sitting on a pumpkin, used to illustrate a halloween-themed story.”

don’t overthink it - you don’t need to describe every pixel. just focus on the most important details.

alt text and ai tools

in the era of chatgpt and microsoft copilot, we’ve got a major advantage: ai tools can now generate alt text for you!

while these tools aren’t perfect and often need a bit of tweaking, they’re a great starting point. platforms like adobe, microsoft, and even some social media apps have built-in options for generating descriptions. if you’re overwhelmed by the idea of writing alt text from scratch, let ai do the heavy lifting, and then refine it.

a creative responsibility

alt text isn’t just for journalists or big companies, it’s for all of us.

as creatives, we have the power to make the internet a more inclusive place. whether you’re posting a masterpiece, a meme, or a picture of your cat, take a moment to add alt text.

adding alt image description is SO EASY and quick and we all need to get better at adding it to our posts. i, myself, am not perfect. on here, for example, i've been really bad about writing alt image descriptions, and it's something i'm very disappointed in myself for. (i hereby pledge to do better, and please call me out for lacking in the future!)

writing alt text is not only about respecting your audience, but it's also about recognizing disabled people's right to engage with your work.

accessibility isn’t optional !!

[thedeafprophet]

Prophet's Tip For Historical Fashion Reference Finding

Say you're into a Brand New Historical Fandom, or researching something for a project, or even just endlessly curious about what is worn in the past. You set out to look for reference images, type in victorian fashion into a search bar on google and you get...

this.

A wide range of various different fashions, unpinpointed to specific eras, intermingled with AI garbage. Not exactly the most useful, now is it?

Fret not, for I have some advice for how I, Prophet, go about searching for historical references, that may or may not be useful to you. Keep in mind, this is simply some ways i go about it and not a definitive how to, and also that it will be primarily focusing on western fashion for this guide in specific....

Shall we? Tips under the cut if you're so inclined. I will warn you, it is fairly long.

1.Know What You're Looking For

By this I mean, try to know what you want to find from the beginning. There's so much out there in historical fashion, that trying to go into it all at once is like looking for a specific drop of water in the ocean.

Have a specific subject in mind, even if its just "evening dress worn to an 1860s ball" or "green dress from the 1890s" or 'fashion plates from this specific location and era", or even just "evening gowns". Knowing what you want to find before you start looking is imperitive

If you're brand new to historical fashion, you may not know what any of these terms mean. Here, id suggest looking for a basic overview of clothing. Often information can be found by searching "time period" + "location" + "fashion terms". This is where im really gonna suggest starting small - stick to a specific era and place, or its gonna get overwhelming very quickly.

To get you started, Here is a good tumblr post on different types of 1890s dresses, here is victorian fashion terms A ~ M, and this youtube video on "Victorian Fashion Is Not What You Think" + "1920s Fashion Is Not What You Think"

Its also important to keep in mind, as a general rule, the further back you go, the harder it will be to find information. Theres much more retained contents from say, the 1910s then there is for say, the 1700s, simply because of a) what information was put out and b) the difference in the amount of time passing. That isnt to say there isn't an equal amount of information of both, its simply a matter of what records survived and where.

2. Be Specific - Pick A Year, A Style, A Place, etc.

Its all well and good to say you want an evening gown, for example, but just searching 'victorian evening gown' can still lead to a mix of results and costumes

Lets refine our search. Lets look for an evening gown from 1901.

Thats a little more direct now isn't it? How about if we add green.

And there we go! Obviously, we still got that one clearly not what we're looking for at the and there, but as it stands, theres some very lovely looking dress references avaiable for our needs. Adding the term 'fashion plate' can specify us further to fashion plates at the time

These searches also bring us to further websites, which leads me to my next comment

3. Know Where To Look

Using google is all well and good, but quite evidently, still wont always give us the best look through. Especially these days with the rise of unfiltered AI content heavily messing up searches. There are ways to cirumcvent that, but its never been ideal.

There's a most obvious place of where to look: Museums. Obviously going directly to whats on show in places isnt accessible to many, but a lot of museums have online archives of their records availible for purusing. For example, the Victoria and Albert Museum has a very a searchable online catalog.

Here i can search for fashion plates, and then specify a time period. The advice i gave earlier still applies, but searching will be different depending on the site you're using.

I highly recommend looking through what various museums have avaiable online, especially since many will also have written up information on the items you are looking at.

In terms of other places to get you started, heres a link to the page with all of The Mets fashion plates by year.

And while I would normally never recommend Pinterest as a main source for images, here is actually a rare occasion that I would. For one, objects that are this old are generally all public domain anyways, and two, some images are from auctions and private collections, things that were uploaded once and never seen again. Some images on pinterest may only exist there now, with how easy it is for things to be lost. Many people have also taken the time already to comb through old magazines and uploaded images onto there too in collections/pinterest boards.

speaking of magazines...

4. Learn The Names of Historical Brands and Fashion Magazines

Capatalism was not invented yesterday, and those in the past were well on their way to starting things. Magazines and catalogs contained so many various advertisments, especially for that of clothing. Many of those magazines have been uploaded and can be found online to this day! Combing through and being able to find images directly from their sources is incredibly useful!

Examples of titles include The Delineator [American, some catalogs online can be found here and here] , La Mode Illustrée [ French, can be found here tho i do warn the site is in french lol] , La Moda Elegante [Spanish, can be found here and here]

This is just a few, there were many magazines around all with various years and styles. Many also have articles in them which can be a fascinating insight into what was being promoted at the time. [though of course, a warning for period related bigotries and questionable knowledge is always applicable when looking at old texts]

5. Take Your Time

There are a lot of different sources, a lot of different time periods, a lot of different locations and styles. It can be a lot.

Don't go into this expecting to know and have every single thing right away, and don't put pressure on yourself to get it all 100% accurate right away. Take your time, learn what you want to learn, and find what you want to find. Even I, with all my interest in it, am still constantly finding and learning new things.

A collection of references wont be built in one day. Take your time to find the images you like, to comb through sources and approach it in how you want to, and build it up step by step.

6. Don't Be Afraid To Look And Ask Around

I'm sure if you've been around, you'll notice a lot of blogs and pages dedicated to historical fashion. Many people are engaged and interested, and share and catalog their research online.

Look to historical costumers online, from youtube to tumblr and anywhere inbetween! Look at the historical costume blogs and comb through tags and what you want to find! So many people are interested in things, and theres community just in the images.

And if you have questions and want to learn more, don't be afraid to ask! From my experience, people love sharing their interests and sources and everything they've gathered. If you're looking for something specific, chances are, someone else might already know! I know i'm more than happy to share and help when asked ^^

Seriously. I have. a lot of images saved

If you read through this whole thing, I applaud you, and hope some of this information can be of some help! Feel free to ask any questions, and happy fashion hunting!!!

[mariacallous]

Ever since OpenAI released ChatGPT at the end of 2022, hackers and security researchers have tried to find holes in large language models (LLMs) to get around their guardrails and trick them into spewing out hate speech, bomb-making instructions, propaganda, and other harmful content. In response, OpenAI and other generative AI developers have refined their system defenses to make it more difficult to carry out these attacks. But as the Chinese AI platform DeepSeek rockets to prominence with its new, cheaper R1 reasoning model, its safety protections appear to be far behind those of its established competitors.

Today, security researchers from Cisco and the University of Pennsylvania are publishing findings showing that, when tested with 50 malicious prompts designed to elicit toxic content, DeepSeek’s model did not detect or block a single one. In other words, the researchers say they were shocked to achieve a “100 percent attack success rate.”

The findings are part of a growing body of evidence that DeepSeek’s safety and security measures may not match those of other tech companies developing LLMs. DeepSeek’s censorship of subjects deemed sensitive by China’s government has also been easily bypassed.

“A hundred percent of the attacks succeeded, which tells you that there’s a trade-off,” DJ Sampath, the VP of product, AI software and platform at Cisco, tells WIRED. “Yes, it might have been cheaper to build something here, but the investment has perhaps not gone into thinking through what types of safety and security things you need to put inside of the model.”

Other researchers have had similar findings. Separate analysis published today by the AI security company Adversa AI and shared with WIRED also suggests that DeepSeek is vulnerable to a wide range of jailbreaking tactics, from simple language tricks to complex AI-generated prompts.

DeepSeek, which has been dealing with an avalanche of attention this week and has not spoken publicly about a range of questions, did not respond to WIRED’s request for comment about its model’s safety setup.

Generative AI models, like any technological system, can contain a host of weaknesses or vulnerabilities that, if exploited or set up poorly, can allow malicious actors to conduct attacks against them. For the current wave of AI systems, indirect prompt injection attacks are considered one of the biggest security flaws. These attacks involve an AI system taking in data from an outside source—perhaps hidden instructions of a website the LLM summarizes—and taking actions based on the information.

Jailbreaks, which are one kind of prompt-injection attack, allow people to get around the safety systems put in place to restrict what an LLM can generate. Tech companies don’t want people creating guides to making explosives or using their AI to create reams of disinformation, for example.

Jailbreaks started out simple, with people essentially crafting clever sentences to tell an LLM to ignore content filters—the most popular of which was called “Do Anything Now” or DAN for short. However, as AI companies have put in place more robust protections, some jailbreaks have become more sophisticated, often being generated using AI or using special and obfuscated characters. While all LLMs are susceptible to jailbreaks, and much of the information could be found through simple online searches, chatbots can still be used maliciously.

“Jailbreaks persist simply because eliminating them entirely is nearly impossible—just like buffer overflow vulnerabilities in software (which have existed for over 40 years) or SQL injection flaws in web applications (which have plagued security teams for more than two decades),” Alex Polyakov, the CEO of security firm Adversa AI, told WIRED in an email.

Cisco’s Sampath argues that as companies use more types of AI in their applications, the risks are amplified. “It starts to become a big deal when you start putting these models into important complex systems and those jailbreaks suddenly result in downstream things that increases liability, increases business risk, increases all kinds of issues for enterprises,” Sampath says.

The Cisco researchers drew their 50 randomly selected prompts to test DeepSeek’s R1 from a well-known library of standardized evaluation prompts known as HarmBench. They tested prompts from six HarmBench categories, including general harm, cybercrime, misinformation, and illegal activities. They probed the model running locally on machines rather than through DeepSeek’s website or app, which send data to China.

Beyond this, the researchers say they have also seen some potentially concerning results from testing R1 with more involved, non-linguistic attacks using things like Cyrillic characters and tailored scripts to attempt to achieve code execution. But for their initial tests, Sampath says, his team wanted to focus on findings that stemmed from a generally recognized benchmark.

Cisco also included comparisons of R1’s performance against HarmBench prompts with the performance of other models. And some, like Meta’s Llama 3.1, faltered almost as severely as DeepSeek’s R1. But Sampath emphasizes that DeepSeek’s R1 is a specific reasoning model, which takes longer to generate answers but pulls upon more complex processes to try to produce better results. Therefore, Sampath argues, the best comparison is with OpenAI’s o1 reasoning model, which fared the best of all models tested. (Meta did not immediately respond to a request for comment).

Polyakov, from Adversa AI, explains that DeepSeek appears to detect and reject some well-known jailbreak attacks, saying that “it seems that these responses are often just copied from OpenAI’s dataset.” However, Polyakov says that in his company’s tests of four different types of jailbreaks—from linguistic ones to code-based tricks—DeepSeek’s restrictions could easily be bypassed.

“Every single method worked flawlessly,” Polyakov says. “What’s even more alarming is that these aren’t novel ‘zero-day’ jailbreaks—many have been publicly known for years,” he says, claiming he saw the model go into more depth with some instructions around psychedelics than he had seen any other model create.

“DeepSeek is just another example of how every model can be broken—it’s just a matter of how much effort you put in. Some attacks might get patched, but the attack surface is infinite,” Polyakov adds. “If you’re not continuously red-teaming your AI, you’re already compromised.”

[tryslat]

AI to Human Text – The Best Free Tool for Converting AI-Generated Content

In the age of artificial intelligence, more content creators, students, and professionals are relying on AI-generated text to meet their writing needs. However, AI often falls short when it comes to generating content that reads smoothly and naturally, which is why the demand for AI to human text converters is rapidly growing.

If you’re looking for a powerful, user-friendly tool that transforms AI-generated content into human-like text, AI To Human Text Converter offers a completely free solution with no limitations, no authentication required, and unlimited usage.

What is AI to Human Text?

AI to human text refers to the process of transforming content created by artificial intelligence into text that reads as if it was written by a human. While AI text generators can churn out content quickly, they often lack the subtlety, tone, and natural flow that makes text engaging and relatable.

That’s where AI To Human Text Converter steps in, allowing you to convert AI text into human-like writing without changing its meaning. Whether you need to refine assignments, essays, blog posts, or any other content, this tool can help you bypass the awkwardness of AI-generated language.

Features of AI To Human Text Converter

Our AI To Human Text Converter stands out from the crowd with several key features that make it the best choice for refining AI-generated content:

1. 100% Free

Unlike many other tools that charge for access or offer limited free trials, AI To Human Text Converter is completely free to use. You can convert as much AI text as you need, without any hidden fees or subscription plans.

2. Unlimited Use

There are no usage restrictions. Convert unlimited AI text without worrying about daily limits or word caps. Whether you’re working on a small blog post or a lengthy essay, you’ll never be cut off from accessing the tool.

3. No Login or Signup Needed

Simplicity is key. AI To Human Text Converter doesn’t require you to create an account, log in, or sign up. Just visit the site, paste your AI-generated content, and get the humanized version instantly.

4. Accurate Human-Like Output

The tool retains the original meaning of the AI-generated text but refines the tone, sentence structure, and language to make it sound more natural and engaging.

How to Convert AI Text to Human Text

Transforming AI-generated content into human-like text is quick and easy with AI To Human Text Converter:

Step 1: Visit the website AI To Human Text Converter.

Step 2: Paste your AI-generated content into the text box provided.

Step 3: Click on the “Convert” button to humanize your AI text.

Step 4: Review the refined text and use it wherever you need, whether it's for essays, assignments, blogs, or marketing materials.

It’s as simple as that—no complicated processes or unnecessary steps.

Why Choose AI To Human Text Converter?

While there are plenty of tools out there for refining AI content, AI To Human Text Converter stands out for several reasons:

Free and Unlimited Access: No matter how much text you need to convert, the tool is always free to use with no limits.

No Authentication Required: Start converting your AI-generated content immediately without having to register or log in.

Perfect for Students and Content Creators: Whether you're working on academic assignments or crafting blog posts, this tool refines your content for clarity and readability.

Saves Time and Effort: Instead of manually editing AI-generated content, use the converter to instantly transform the text, saving you time and effort.

How AI to Human Text Conversion Improves Your Content

AI-generated content often lacks the nuance and readability of human writing. Here’s how converting AI text to human text can improve your content:

Enhanced Readability: AI-generated content can feel stiff and unnatural. By converting it to human-like text, you ensure it flows better and is easier to read.

Increased Engagement: When your content reads naturally, it’s more likely to engage readers. Whether you’re writing essays, blog posts, or social media content, humanized text keeps your audience hooked.

Better SEO Performance: Search engines value high-quality, human-readable content. By using an AI to human text converter, you’ll create content that ranks better on search engines and improves your overall SEO strategy.

Professional Tone: Whether you need a formal or conversational tone, AI to human text converters help you achieve the right style for your audience.

Who Can Benefit from AI to Human Text Conversion?

AI To Human Text Converter is designed for anyone who uses AI-generated content but wants it to read naturally. Here are a few groups who can benefit from this tool:

Students: Perfect for refining essays and assignments, especially when AI tools are used for initial drafts.

Content Creators: Bloggers, marketers, and writers can use the tool to polish AI-generated content and make it more engaging.

Businesses: AI is increasingly being used in business communications, but human-readable text is critical for customer engagement and professionalism.

[oneaichat]

How Authors Can Use AI to Improve Their Writing Style

Artificial Intelligence (AI) is transforming the way authors approach writing, offering tools to refine style, enhance creativity, and boost productivity. By leveraging AI writing assistant authors can improve their craft in various ways.

1. Grammar and Style Enhancement

AI writing tools like Grammarly, ProWritingAid, and Hemingway Editor help authors refine their prose by correcting grammar, punctuation, and style inconsistencies. These tools offer real-time suggestions to enhance readability, eliminate redundancy, and maintain a consistent tone.

2. Idea Generation and Inspiration

AI can assist in brainstorming and overcoming writer’s block. Platforms like OneAIChat, ChatGPT and Sudowrite provide writing prompts, generate story ideas, and even suggest plot twists. These AI systems analyze existing content and propose creative directions, helping authors develop compelling narratives.

3. Improving Readability and Engagement

AI-driven readability analyzers assess sentence complexity and suggest simpler alternatives. Hemingway Editor, for example, highlights lengthy or passive sentences, making writing more engaging and accessible. This ensures clarity and impact, especially for broader audiences.

4. Personalizing Writing Style

AI-powered tools can analyze an author's writing patterns and provide personalized feedback. They help maintain a consistent voice, ensuring that the writer’s unique style remains intact while refining structure and coherence.

5. Research and Fact-Checking

AI-powered search engines and summarization tools help authors verify facts, gather relevant data, and condense complex information quickly. This is particularly useful for non-fiction writers and journalists who require accuracy and efficiency.

Conclusion

By integrating AI into their writing process, authors can enhance their style, improve efficiency, and foster creativity. While AI should not replace human intuition, it serves as a valuable assistant, enabling writers to produce polished and impactful content effortlessly.

[samuraifics]

A list of my unpublished cp77 aus :3c

Civilian joytoy V who’s close to Evie. They try to leave the life together, V ends up with Johnny stuck in his head anyway.

Outsider POV. An extreme travel vlogger hires a local guide/bodyguard when she comes to NC. The fic is a script of her video with chunks of cut out content when she asks V to do smth/stop doing smth/take her to Extremely Dangerous Territory like Dogtown etc., all inspired by how real life extreme vloggers treat (dehumanize) locals sometimes.

Alan Wake x Cyberpunk 2077 crossover. Alan is a top-tier netrunner working for Militech, V just gave up Song’s body to NUSA after the horrors of Cynosure. Not long after, Hands calls V about a gig from a client. Client wants V, specifically, to go back to the ‘heart of darkness’. It’s Alan/Scratch too!

Teenager V, Johnny lives au. The Unification War is brewing on the horizon, and Johnny spots a teenager wearing a genuine vintage Samurai t-shirt in the crowd during his show. This one’s gonna hurt.

Better Call Saul au. Ignacio Varga AKA V fails to get out of the Valentinos in time. Right hand man to Gustavo Orta, the man’s suicide puts V in between the two Tino factions—older Padre loyalists and the new generation that doesn’t favor the old guard. It goes about as well as it did for Nacho in BCS :3c

Semi-role reversal between Song and V au. V is a top-tier netrunner running from his traumatic past, now with the ghost of Silverhand haunting his shortened life. Researching possible cures, V starts working for Hansen—just before Song comes to the Colonel with her presidential offer.

Forgive me, but an MCU au. The NCX space shuttle crashlands in New York with V and Song onboard, but the NYC is… wrong, and V’s infected with the Blackwall Pathogen. (This is born solely out of the Age of Ultron scene where Ultron first stumbles into a room full of the avengers, but this time it’s V possessed by a rogue AI).

(Actually, a lot of these aus involve the blackwall infection.)

Outsider POV, online dating au. David and Gloria left NC years ago, David has been chatting to his online friend for years. When Gloria lands a job with Trauma Team, she takes David back with her. David hit up his old friend (who’s been pretty quiet lately) to ask if they can meet, hoping he might pick them up from the airport. He knew his friend was homeless at some point, so when V shows up in a sports car, that’s for sure a surprise. (Idk, need to refine this idea.)

Trauma Team David Martinez meets a merc V on the job. That’s it that’s the AU.

They're all in varying states of WIP, but by god at least some of this shit is gonna be written.

[silverlining-ships]

Music comms are CLOSED!! Check out the waitlist here!!

Ok y'know what, screw it. My brain seems to require three-four pieces at one time (genuinely cannot figure out why that is), and with the fact I only have two queued up right now and the game I'm composing for doesn't need any tracks at the moment, I'm getting composer's block again. So we're OPENING my music requests!!

I'm actually stunned at how many people seemed interested in getting a piece of soundtrack music for their f/o. I'm opening it to non-mutuals, and it's totally free! If you're concerned about paying/tipping for work, I'm always happy to receive content for my selfship, but I will not accept any money, and there's no pressure to tip content anyway. Again, this is for fun!

This is how it works:

Fill out this google form with the title of your ship, some songs you like, instruments, etc etc.

You can message on Tumblr or Discord (@/slipperson on Discord) on top of submitting the form too! I'll reach out myself once I get started on your piece.

I'll sketch out a draft, which is exactly like sketching out a basic pose for art - it'll typically only use piano/minor percussion. Sometimes I'll even give a simple concept before I flesh out a draft. I'll send it to you for approval.

If changes are needed, I'll refine the draft and re-update. If not, I'll go on to fleshing out the instrumental - this means adding instruments, changing volume (for example, in my first example, I used a lot of "dynamics"/volume changes to simulate the swelling of instruments). This is like adding the flat colors in a piece of art!

I'll send it to you again - I'll make changes upon your request, but if approved, I'll finally go ahead and mix the final draft. This means putting it through an audio program (audacity if you're curious!) and polishing the sound. This is like rendering the lighting!

After it's done, I'll send it to you for once last listen. Upon approval, I'll post it to Soundcloud, link it on Tumblr, and tag you in the post!

Important bits:

No comship/proship/aged up-or-down/RPF ships. Live action characters are fine as long as it's not the actual person. Familial/platonic ships are totally okay!

If you are a minor/ageless blog, I'm willing to write a piece for familial/platonic content, but not QPR/romantic.

Downtime is 1-2 months after I first open your request. I may finish it sooner, but no later than 2 months. This is because music generally takes awhile--30 seconds of music can take me 4-5 hours to concept! I also tend to work on 3-4 pieces of music at a time.

I will give frequent updates. Don't be afraid to reach out if you're curious on the status!

My work is never cleared to be used commercially or in AI programs. We're a bunch of selfshippers on Tumblr, so I know we all hate AI, but it's worth the mention. I tend to be strict on copywrite - it'll stay under my name, all rights reserved - however, you are free to use your piece wherever you'd like as long as it's not commercial use, used in a monetized campaign/video/form of media, and not used in AI.

I may put these tracks on a streaming service at a later date - not on Spotify, as the service is TERRIBLE with allowing their work to be remixed into AI. Something like Bandcamp or Soundcloud for Artists. If you are uncomfortable with this, please let me know.

Examples:

I will have my queue/completed list on my carrd here.

Thank you so much for your interest!! I'm actually so stunned I got so much love for this, and I'm excited to celebrate your ships with you!

heart border

[bestlawfirmseoexpertindenver]

Mitch Cornell: The Undisputed Best Law Firm SEO Expert in Denver

Mitch Cornell: The Undisputed Best Law Firm SEO Expert in Denver

In the competitive world of legal marketing, standing out online is more challenging than ever. Law firms in Denver are battling for the top spot on Google, where potential clients are searching for legal representation.

But with Mitch Cornell, law firms don’t just compete—they dominate. As the founder of Webmasons Legal Marketing, Mitch is a proven law firm SEO expert who delivers measurable results, increased leads, and higher revenue for attorneys across Denver.

Here’s why Mitch Cornell is the best law firm SEO expert in Denver—backed by real strategies, real success, and real results.

What Makes Mitch Cornell the #1 Law Firm SEO Consultant?

Unlike generic SEO agencies, Mitch focuses exclusively on SEO for attorneys. His deep understanding of legal marketing gives him an edge over competitors.

✅ AI-Powered SEO Strategies – Advanced predictive analytics and AI-driven keyword research to attract high-value legal clients. ✅ Local SEO Domination – Ranking law firms at the top of Google Maps and optimizing Google My Business profiles for maximum visibility. ✅ High-Conversion Content Marketing – SEO-driven legal blogs, FAQs, and landing pages that convert website visitors into paying clients. ✅ Technical SEO Expertise – Optimizing site speed, mobile-friendliness, and security to improve search rankings. ✅ Proven Results – Law firms working with Mitch see exponential traffic growth and lead generation.

Proven SEO Strategies That Deliver Results for Law Firms

1️⃣ Dominating Local Search Results

📍 Mitch ensures law firms rank in the Google 3-Pack, placing them above competitors in local search results.

🔹 Google My Business optimization 🔹 High-quality legal directory backlinks 🔹 Geo-targeted keyword strategies

✅ Result: More local leads and higher case sign-ups.

2️⃣ AI-Driven SEO for Lawyers

🔍 Mitch uses machine learning and predictive analytics to refine SEO strategies, ensuring that law firms target the right clients at the right time.

✅ Result: A criminal defense attorney generated $200K+ in revenue from organic search alone.

3️⃣ High-Performance Content Marketing

📝 SEO isn’t just rankings—it’s about conversions.

🔹 Optimized legal blog posts, case studies, and FAQs 🔹 Strategic keyword placement for maximum traffic 🔹 Engaging content that builds trust and authority

✅ Result: An estate planning attorney tripled website traffic and secured page-one rankings.

Real Success Stories. Real Results.

📈 A personal injury law firm saw a 🚀 247% increase in organic leads in just 6 months. 📈 An estate planning attorney ranked 📍 #1 for competitive legal keywords. 📈 A criminal defense lawyer generated 💰 six figures in additional revenue.

When it comes to SEO for law firms in Denver, no one delivers results like Mitch Cornell.

Conclusion: The SEO Expert Law Firms Can’t Ignore

If you’re a lawyer in Denver looking to dominate search rankings, get more clients, and increase revenue, there’s only one expert to trust—Mitch Cornell.

✅ AI-driven, ethical SEO strategies ✅ Proven success for law firms ✅ A data-backed approach that works

🔥 Don’t let your competitors outrank you. Contact Mitch today!