#secure AI text conversion tool

[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!

[precallai]

How AI Is Revolutionizing Contact Centers in 2025

As contact centers evolve from reactive customer service hubs to proactive experience engines, artificial intelligence (AI) has emerged as the cornerstone of this transformation. In 2025, modern contact center architectures are being redefined through AI-based technologies that streamline operations, enhance customer satisfaction, and drive measurable business outcomes.

This article takes a technical deep dive into the AI-powered components transforming contact centers—from natural language models and intelligent routing to real-time analytics and automation frameworks.

1. AI Architecture in Modern Contact Centers

At the core of today’s AI-based contact centers is a modular, cloud-native architecture. This typically consists of:

NLP and ASR engines (e.g., Google Dialogflow, AWS Lex, OpenAI Whisper)

Real-time data pipelines for event streaming (e.g., Apache Kafka, Amazon Kinesis)

Machine Learning Models for intent classification, sentiment analysis, and next-best-action

RPA (Robotic Process Automation) for back-office task automation

CDP/CRM Integration to access customer profiles and journey data

Omnichannel orchestration layer that ensures consistent CX across chat, voice, email, and social

These components are containerized (via Kubernetes) and deployed via CI/CD pipelines, enabling rapid iteration and scalability.

2. Conversational AI and Natural Language Understanding

The most visible face of AI in contact centers is the conversational interface—delivered via AI-powered voice bots and chatbots.

Key Technologies:

Automatic Speech Recognition (ASR): Converts spoken input to text in real time. Example: OpenAI Whisper, Deepgram, Google Cloud Speech-to-Text.

Natural Language Understanding (NLU): Determines intent and entities from user input. Typically fine-tuned BERT or LLaMA models power these layers.

Dialog Management: Manages context-aware conversations using finite state machines or transformer-based dialog engines.

Natural Language Generation (NLG): Generates dynamic responses based on context. GPT-based models (e.g., GPT-4) are increasingly embedded for open-ended interactions.

Architecture Snapshot:

plaintext

CopyEdit

Customer Input (Voice/Text)

       ↓

ASR Engine (if voice)

       ↓

NLU Engine → Intent Classification + Entity Recognition

       ↓

Dialog Manager → Context State

       ↓

NLG Engine → Response Generation

       ↓

Omnichannel Delivery Layer

These AI systems are often deployed on low-latency, edge-compute infrastructure to minimize delay and improve UX.

3. AI-Augmented Agent Assist

AI doesn’t only serve customers—it empowers human agents as well.

Features:

Real-Time Transcription: Streaming STT pipelines provide transcripts as the customer speaks.

Sentiment Analysis: Transformers and CNNs trained on customer service data flag negative sentiment or stress cues.

Contextual Suggestions: Based on historical data, ML models suggest actions or FAQ snippets.

Auto-Summarization: Post-call summaries are generated using abstractive summarization models (e.g., PEGASUS, BART).

Technical Workflow:

Voice input transcribed → parsed by NLP engine

Real-time context is compared with knowledge base (vector similarity via FAISS or Pinecone)

Agent UI receives predictive suggestions via API push

4. Intelligent Call Routing and Queuing

AI-based routing uses predictive analytics and reinforcement learning (RL) to dynamically assign incoming interactions.

Routing Criteria:

Customer intent + sentiment

Agent skill level and availability

Predicted handle time (via regression models)

Customer lifetime value (CLV)

Model Stack:

Intent Detection: Multi-label classifiers (e.g., fine-tuned RoBERTa)

Queue Prediction: Time-series forecasting (e.g., Prophet, LSTM)

RL-based Routing: Models trained via Q-learning or Proximal Policy Optimization (PPO) to optimize wait time vs. resolution rate

5. Knowledge Mining and Retrieval-Augmented Generation (RAG)

Large contact centers manage thousands of documents, SOPs, and product manuals. AI facilitates rapid knowledge access through:

Vector Embedding of documents (e.g., using OpenAI, Cohere, or Hugging Face models)

Retrieval-Augmented Generation (RAG): Combines dense retrieval with LLMs for grounded responses

Semantic Search: Replaces keyword-based search with intent-aware queries

This enables agents and bots to answer complex questions with dynamic, accurate information.

6. Customer Journey Analytics and Predictive Modeling

AI enables real-time customer journey mapping and predictive support.

Key ML Models:

Churn Prediction: Gradient Boosted Trees (XGBoost, LightGBM)

Propensity Modeling: Logistic regression and deep neural networks to predict upsell potential

Anomaly Detection: Autoencoders flag unusual user behavior or possible fraud

Streaming Frameworks:

Apache Kafka / Flink / Spark Streaming for ingesting and processing customer signals (page views, clicks, call events) in real time

These insights are visualized through BI dashboards or fed back into orchestration engines to trigger proactive interventions.

7. Automation & RPA Integration

Routine post-call processes like updating CRMs, issuing refunds, or sending emails are handled via AI + RPA integration.

Tools:

UiPath, Automation Anywhere, Microsoft Power Automate

Workflows triggered via APIs or event listeners (e.g., on call disposition)

AI models can determine intent, then trigger the appropriate bot to complete the action in backend systems (ERP, CRM, databases)

8. Security, Compliance, and Ethical AI

As AI handles more sensitive data, contact centers embed security at multiple levels:

Voice biometrics for authentication (e.g., Nuance, Pindrop)

PII Redaction via entity recognition models

Audit Trails of AI decisions for compliance (especially in finance/healthcare)

Bias Monitoring Pipelines to detect model drift or demographic skew

Data governance frameworks like ISO 27001, GDPR, and SOC 2 compliance are standard in enterprise AI deployments.

Final Thoughts

AI in 2025 has moved far beyond simple automation. It now orchestrates entire contact center ecosystems—powering conversational agents, augmenting human reps, automating back-office workflows, and delivering predictive intelligence in real time.

The technical stack is increasingly cloud-native, model-driven, and infused with real-time analytics. For engineering teams, the focus is now on building scalable, secure, and ethical AI infrastructures that deliver measurable impact across customer satisfaction, cost savings, and employee productivity.

As AI models continue to advance, contact centers will evolve into fully adaptive systems, capable of learning, optimizing, and personalizing in real time. The revolution is already here—and it's deeply technical.

[robinette-green]

Late Night Day Dreams Chapter 11:

The Day After

You’re a Parts and Service Technician who’s been out for a week due to illness. An early morning phone call has you coming in at 6 am on your first day back instead of 10 pm like you had been planning on.

You just want to clock in, get set up and then seen your robot boys in the daycare but things don’t go as planned.

2,941 words

Princess Quest ending

Sun and Moon are 100% your boyfriends and it’s a secret but everyone knows

Punching my code into the keypad, I yawned, covering my mouth and squinting as my eyes watered.

6am was much, MUCH too early to be awake.

A phone call had startled me from sleep about 15 minutes ago. It was one of management’s automated voice messages, pre-recorded and riddled with breaks from a robotic AI voice.

“Hello, Faz Bear employee, NUMBER 13357. We are calling to inform you that you are needed to work MORNING SHIFT PARTS AND SERVICE TECHNICIAN. We apologize for any inconvenience and appreciate your cooperation. Please arrive on time for your SIX AM shift. Thank you and have a good day.”

I’d been out sick for a week and today was my first day back. It was just starting much, MUCH earlier than I thought it would.

Jeff must have called out. He was the normal morning tech. It was odd though because usually he’d shoot me a text to give me a heads up if he knew he wouldn’t be able to come in.

Well if he was sick he’d probably be sleeping in so I’d text him later to make sure he was alright.

The keypad beeped, light glowing green for a moment before the large metal door that split the parking garage from the lobby started to lift.

Adjusting my bag on my shoulder, I took a long sip of coffee while I waited for the door to rise enough to walk under.

Neon lights reflected off the polished floors of the lobby, large LED screens played ads of the band on the pillars and walls, and staff bots mopped the floors and did security rounds. Everything as normal at Freddy Fazbear’s Mega Pizza Plex.

Well until I made it to the turn styles and noticed that the gates for the lower gift shop and the customer service counter were both raised.

…

They should have been lowered last night and the night guard wouldn’t have needed to raise them.

…

Okay, well, whatever.

Maybe one of the animatronics opened them and forgot to close them again.

Ducking into one of the ticket booths, I booted up one of the computers and clocked in for my shift. The computer played a little fan fair with children cheering in the background as the punch went through and I rolled my eyes. I don’t know who programmed it to do that but I wanted to have a conversation with them. We were just going to talk.

Taking another sip of coffee, I adjusted my bag again and started through the lobby and up the stairs to the elevators.

The plan was to go down to parts and service first and get set up then I’d check on the main four before going to the daycare to see Sun and Moon. I needed to at least pretend to do my job before I could see my favorite boys and once we’d gotten through the hugs and catching up I’m sure they’d enjoy coming with me on my rounds of the -

…

The elevator doors had opened and I was distracted by the upper half of Monty clawing his way across the atrium floor. Not even sparing me a glance.

“… the fuck???”

It took another long moment before I could pull myself out of my surprise and shock.

“MONTY!” I shouted, trotting to catch up to the torso crawling across the floor.

“Dude! What the fuck?”

He didn’t respond, continuing on his merry way, a growl periodically coming from his voice box.

I dropped to a knee and set my coffee aside so I could rummage through my bag. Luckily, my Faz wrench, a large, orange, two-pronged tool, was near the top.

Faz wrench in hand, I ran to Monty and practically tackled him, placing a knee in his back to press him to the floor. As the bot growled and scrabbled at the floor, ripping up carpet and scooting us jerkily forward, I forced the service hatch on the upper part of his back open and slammed the prongs of the Faz wrench into the slot I’d uncovered. With a twist of the wrench, Monty slumped to the floor as he rebooted.

What the hell happened last night???

As Monty started to boot back on, I moved to sit next to him on the floor, closing his service hatch as I did.

Monty blinked a few times then groaned, clutching at his head with what was left of his hands. Now that I was really looking at him I could see that the shells of his hands were also gone.

Did someone break him for his upgrade?

Were the others okay??

“Wha?” Monty shifted to look down at himself and then at me.

“What, in the swampy bottom Faz fuck happened to my legs!?” He demanded in his gruff cajun accent.

“Language. If I knew, I’d tell you. I just got here. Walked through the doors and found you crawling your way through the plex. I was hoping you could tell me.”

“ Hypocrite. You spend too much time in that daycare” Monty grumbled.

“Is everyone else alright?”

“Again, just got here,” I repeated, ignoring his jab at my own use of cuss words, before getting to my knees and grabbing the gator under his arms.

“Come here you overgrown backpack. Let’s get moving and find out.”

With Monty’s help and a good bit of struggle, I managed to get Monty into my back and stood. Turns out that he was still extremely heavy when only part of an upper body.

“You’ll grumble but we’re going to the daycare first.”

Monty did grumble a little bit, tightening his grip on my shoulders.

“Na, I get it. Need to check on your boys.”

Lugging the large gator along, I went back to the elevator to go back to the lobby. This route would be faster than going through Kids Cove and I wouldn’t have to walk as far with a heavy passenger on my back.

“Hey kid, put me down. I’ll crawl” Monty could tell I was already flagging.

“No. This is faster and I can have Sun and Moon carry you once we find them.”

The music in the elevator cut out and the announcer told us a Faz fact that was very clearly untrue.

Bears aren't extinct yet and most certainly don't eat pizza in the wild.

Monty and I waited silently for it to finish and now that we weren’t talking I could really feel his weight pulling me down, compressing my body.

“…Though if I change my mind you’ll be the first to know.”

Monty chuckled and the elevator doors opened and we were able to continue on.

We made it to the daycare check-in before I had to set Monty down but we were close enough that it didn’t matter.

I practically fell down, getting Monty to the floor without dropping him and my body felt oddly light and floaty as I stumbled to the 'side into fun' slide that went down into the daycare proper.

“SUN!” I called down the colorful plastic tube.

I’d been out for a week, they should be anxious wrecks to see me again.

The sudden crashing of an animatronic scrambling up the slide startled me and when Sun shot out, his arms wrapping around me I fell over, his weight crushing me.

“OH DEWDROP! I’m so glad, glad, GLAD! You’re back! So many things have gone WRONG! They made us get an upgrade WITHOUT YOU! It was HORRIBLE! And, and now Moon won’t talk to me! And he’s HURT an EMPLOYEE!! And we’ve had complaints! I’m not allowed to turn the light OFF anymore!! and, and, and OH MY GOD WHAT’S HAPPENED TO MONTY!!!” Holding me tight to his chest, Sun scrambled away from the torso of the gator that was crawling towards us.

“Woah! Easy!” I took Sun’s face into my hands, trying to calm him some.

“It’s alright.”

The large sunny animatronic melted into my touch, curling further around me.

Next time I get sick I’m going to let Sun and Moon squirrel me away in their room and let them care for me like they wanted because clearly I couldn’t leave for a moment without things falling apart… literally.

Monty sighed, resting his head on his hands as he looked at us over his sunglasses.

“We don’t know what happened to 'em,” Monty grumbled.

“I woke up like this. Your little human says they found me crawling through the atrium like this and gave me a reboot.”

It took a little longer to calm Sun down and after some coaxing and more hugs, I finally got him to let me go.

We decided that the first thing we would do was get Monty down to parts and service. I didn’t know what condition the others would be in and I might need Sun and Moon to carry them. That would be easier if they weren’t also carrying the gator.

I also wanted to check on Moon. From what Sun had said I had a feeling that something had gone wrong with whatever upgrade they’d gotten and I needed to make sure Moon was okay.

Sun scooped Monty up and carried him with one arm then snagged my hand, squeezing for reassurance.

Giving him a smile, I squeezed back.

I was going to fix this.

It didn’t take long to get down to parts and service. We placed Monty on one of the work tables and let him go into rest mode then I gently talked Sun into the repair tube. He was nervously pulling at a ray, the rest pulled into his face plate with worry.

“A-are you sure this is a good idea? Y-you haven’t seen the state of our room. H-he’s been destroying staff bots! I don’t want you to get hurt! What if something’s really REALLY wrong and he- and he-!”

“It’ll be okay, Sunny bunny,” I murmured, patting Sun’s hand as he sat in the large dentist-looking chair.

“You and I both know that Moon would never do anything to hurt me. We’re going to find out what they did wrong during your upgrade and I’m going to fix it. Promise. It’ll be okay.”

The door closed, sealing us in as I sat on my rolling stool and hooked up my laptop to the port in the back of Sun’s head.

“I’ll do a check on you first, then we’ll turn out the lights,” I said, already distracted by code as I dug through Sun’s files, Sun giving me a nervous affirmative.

They’d given Sun and Moon a battery that could outlast any of the other animatronic’s batteries but when they’d done this they’d turned off Sun and Moon’s ability to enter rest mode.

I grumbled something unsavory to myself as I turned it back on. Not being able to rest for a week was probably part of the reason Sun was so high-strung right now. Not resting on top of everything else going on.

Luckily everything else seemed to be in order…

“We’re going to take a long nap once we get everything sorted. Looks like you both need a snuggle and some rest.”

Sun took one of my hands in his, tilting his head slightly so he could look up at me with his white eyes.

“Please?” He asked, his voice so small.

I leaned down and pressed a kiss to his forehead.

“Absolutely.”

Now it was time to check on Moon.

Giving Sun’s hand a squeeze, I reached over and placed a finger on the light controls.

“Ready?” I asked softly and after a moment of hesitation, Sun nodded.

The lights in the repair tube went out and dimmed in the rest of Parts and Service. Sun’s body convulsed and he made a pained sound that had me lurching forward.

“SUN?!?” I called out but as soon as it had started, it stopped, Moon’s red eyes glowing in the dark.

“Are you alright!? That sounded like it hurt!” I ran my fingers along the edge of Moon’s face plate where Sun’s rays had retracted, looking to see if something was impeding the change there.

A hand grabbed my wrist and squeezed. Hard.

“Ahh,” I hissed, free hand instinctively going to Moon’s fingers to try and relieve some of the pressure as my eyes flew to Moon’s.

“Sssss-starlight?” Moon growled, voice glitching.

Suddenly, Moon jerked forward, gripping his face plate with a hand and crying out, his eyes flickering purple for a moment.

“Moon. Talk to me, buddy. What’s wrong?” I scrambled for my laptop, clicking away with my free hand through Moon’s coding, wincing as I tried to ignore the way my other wrist was being crushed.

“S-sommmmme-thing’ssss. Ii-t’sss in-n-n-n-n my head. Connn-t-trolling-” Moon managed to get out, doing his best to fight whatever was trying to rear its ugly head.

“Hold on honey, I got you,” I murmured, typing as fast as I could with one hand.

There was something in his code, probably the same thing that had been affecting Monty when I’d first found him. Moon needed a reboot, that should clear out the virus like it had with Monty.

Moon growled, the metal of his face plate creaking as his grip tightened down, the grip on my wrist just as tight.

“J-Just a little longer. Hold out for me if you can.” I managed to say through gritted teeth, trying to ignore the way my bones were creaking.

Grabbing my Faz wrench, I was just barely able to get the prongs into the slot on the back of Moon’s face plate. With a grunt, I turned the wrench and Moon suddenly went limp, eyes going dark.

I pulled my arm free from his grasp and cradled it to my chest. By some miracle, it was bruised but not broken.

Leaning closer, I tried to see what Moon’s optics were doing.

“Moon? How are you feeling sweetheart?”

Red eyes flickering back on, I had to sit back as their head did a spin and Sun’s rays joined Moon’s hat.

“Happy Birthday!” Eclipse gushed and I sighed, smiling down at the grinning robot.

If Eclipse was fronting then everything must be working smoothly. This part of the daycare attendant could only surface when Sun and Moon were working in harmony.

“Not my birthday, Eclipse. Did the reboot wipe the virus from your system?”

“Sure did! We’re in tip-top shape! And we’re able to communicate again just fine as you can see!” Eclipse gushed as he sat up, reaching out to pull me into a hug.

“Thank you, Star Shine!” He whispered into my hair. Then in a much smaller voice, he asked

“Is it… time for that cuddle?” He sounded so anxious and sad, I wanted to immediately agree but we still had work to do.

But then I would cuddle my poor boys for days and we’d have a week-long sleepover. They deserved it after what they’d been through.

After checking on Monty one more time, Sun, Moon, and I set out to find Roxy, Chica, and Freddy and check on DJ Music Man.

We found Roxy in her salon, sobbing uncontrollably as she tried to hide her face. Her eyes had been ripped from her head, wires hanging loose from the empty sockets. Her hair had been thoroughly messed up and it looked like her snout had been bent giving her a permanent snarl.

The shock from losing her eyes had forced an auto reboot, purging the virus but it had left Roxy a wreck, sobbing and raging about the boy that had taken her eyes from her.

Sun and I promised over and over that she was still the most beautiful and that I would easily be able to fix her. I even told her that we could add whatever she wanted to her shell. New hairstyle, new colors, different earrings, whatever she wanted. We’d make a spa day of it.

This seemed to calm her down some and Sun and I were able to get her to parts and service, letting her sit in a chair near Monty’s table as she whimpered softly.

So this Gregory had taken Monty’s hands and Roxy’s eyes. I had a feeling I knew what would be missing when we found Chica.

And I was right but it was worse than I’d thought.

She’d been smashed by the trash compactor but was somehow still mindlessly wandering around and shoving food into what was left of her mouth. Someone had pulled her voice box out and taken her beak with it leaving Chica with a large hole in her face. Her shell was cracked in serval places and she reeked of trash.

I ended up having to have Moon hold Chica down so I could open the service panel in her back and force a reboot with my Faz wrench.

Even once she was rebooted, Chica seemed dazed and confused. Moon was able to converse with her via sign language but, just like Monty, she had no memory of what had happened.

DJ Music Man seemed alright, all things considered. He seemed to have the robot equivalent of a headache, holding his head, lying sprawled out on his stage. DJ had a vague memory of a boy running about the arcade but couldn’t tell us more.

No matter how hard we looked, we couldn’t find any sign of Freddy. He appeared to have vanished along with the boy that had caused all this destruction.

If this is what happens when I leave for a week then I guess I can’t leave ever again.

Not that Sun or Moon would let me.

[leonaquitaine]

On the subject of generative AI

Let me start with an apology for deviating from the usual content, and for the wall of text ahead of you. Hopefully, it'll be informative, instructive, and thought-provoking. A couple days ago I released a hastily put-together preset collection as an experiment in 3 aspects of ReShade and virtual photography: MultiLUT to provide a fast, consistent tone to the rendered image, StageDepth for layered textures at different distances, and tone-matching (something that I discussed recently).

For the frames themselves, I used generative AI to create mood boards and provide the visual elements that I later post-processed to create the transparent layers, and worked on creating cohesive LUTs to match the overall tone. As a result, some expressed disappointment and disgust. So let's talk about it.

The concerns of anti-AI groups are significant and must not be overlooked. Fear, which is often justified, serves as a palpable common denominator. While technology is involved, my opinion is that our main concern should be on how companies could misuse it and exclude those most directly affected by decision-making processes.

Throughout history, concerns about technological disruption have been recurring themes, as I can attest from personal experience. Every innovation wave, from typewriters to microcomputers to the shift from analog to digital photography, caused worries about job security and creative control. Astonishingly, even the concept of “Control+Z” (undo) in digital art once drew criticism, with some artists lamenting, “Now you can’t own your mistakes.” Yet, despite initial misgivings and hurdles, these technological advancements have ultimately democratized creative tools, facilitating the widespread adoption of digital photography and design, among other fields.

The history of technology’s disruptive impact is paralleled by its evolution into a democratizing force. Take, for instance, the personal computer: a once-tremendous disruptor that now resides in our pockets, bags, and homes. These devices have empowered modern-day professionals to participate in a global economy and transformed the way we conduct business, pursue education, access entertainment, and communicate with one another.

Labor resistance to technological change has often culminated in defeat. An illustrative example brought up in this NYT article unfolded in 1986 when Rupert Murdoch relocated newspaper production from Fleet Street to a modern facility, leading to the abrupt dismissal of 6,000 workers. Instead of negotiating a gradual transition with worker support, the union’s absolute resistance to the technological change resulted in a loss with no compensation, underscoring the importance of strategic adaptation.

Surprisingly, the Writers Guild of America (W.G.A.) took a different approach when confronted with AI tools like ChatGPT. Rather than seeking an outright ban, they aimed to ensure that if AI was used to enhance writers’ productivity or quality, then guild members would receive a fair share of the benefits. Their efforts bore fruit, providing a promising model for other professional associations.

The crucial insight from these historical instances is that a thorough understanding of technology and strategic action can empower professionals to shape their future. In the current context, addressing AI-related concerns necessitates embracing knowledge, dispelling unwarranted fears, and arriving at negotiation tables equipped with informed decisions.

It's essential to develop and use AI in a responsible and ethical manner; developing safeguards against potential harm is necessary. It is important to have open and transparent conversations about the potential benefits and risks of AI.

Involving workers and other stakeholders in the decision-making process around AI development and deployment is a way to do this. The goal is to make sure AI benefits everyone and not just a chosen few.

While advocates for an outright ban on AI may have the best interests of fellow creatives in mind, unity and informed collaboration among those affected hold the key to ensuring a meaningful future where professionals are fairly compensated for their work. By excluding themselves from the discussion and ostracizing others who share most of their values and goals, they end up weakening chances of meaningful change; we need to understand the technology, its possibilities, and how it can be steered toward benefitting those they source from. And that involves practical experimentation, too. Carl Sagan, in his book 'The Demon-Haunted World: Science as a Candle in the Dark', said:

"I have a foreboding […] when the United States is a service and information economy; when nearly all the manufacturing industries have slipped away to other countries; when awesome technological powers are in the hands of a very few, and no one representing the public interest can even grasp the issues; when the people have lost the ability to set their own agendas or knowledgeably question those in authority; when, clutching our crystals and nervously consulting our horoscopes, our critical faculties in decline, unable to distinguish between what feels good and what's true, we slide, almost without noticing, back into superstition and darkness."

In a more personal tone, I'm proud to be married to a wonderful woman - an artist who has her physical artwork in all 50 US states, and several pieces sold around the world. For the last few years she has been studying and adapting her knowledge from analog to digital art, a fact that deeply inspired me to translate real photography practices to the virtual world of Eorzea. In the last months, she has been digging deep into generative AI in order to understand not only how it'll impact her professional life, but also how it can merge with her knowledge so it can enrich and benefit her art; this effort gives her the necessary clarity to voice her concerns, make her own choices and set her own agenda. I wish more people could see how useful her willingness and courage to dive into new technologies in order to understand their impact could be to help shape their own futures.

By comprehending AI and adopting a collective approach, we can transform the current challenges into opportunities. The democratization and responsible utilization of AI can herald a brighter future, where technology becomes a tool for empowerment and unity prevails over division. And now, let's go back to posting about pretty things.

[mariacallous]

After reporting last week that the “raw” Jeffrey Epstein prison video posted by the FBI was likely modified in at least some ways (though there is no evidence that the footage was deceptively manipulated), WIRED reported on Tuesday that metadata analysis of the video shows approximately 2 minutes and 53 seconds were removed from one of two stitched-together clips.

The United States Department of Homeland Security is facing controversy over DNA samples taken from approximately 133,000 migrant children and teens that the department added to a criminal database. Meanwhile, researcher Jeremiah Fowler published findings this week that more than 2 GB of extremely sensitive adoption-related data—including information about biological parents, children, and adoptive parents—was exposed and publicly accessible on the open internet.

Roblox’s new Trusted Connections feature includes age verification that uses AI to scan teens’ video selfies and determine whether they can be granted access to unfiltered chatting with people they know. And as video deepfake capabilities mature—including AI tools that can even manipulate live video footage—AI “nudify” platforms are drawing millions of users and generating millions of dollars in revenue using tech from US companies.

And there’s more. Each week, we round up the security and privacy news we didn’t cover in depth ourselves. Click the headlines to read the full stories. And stay safe out there.

China’s Salt Typhoon Hackers Breached the US National Guard for Nearly a Year

The Chinese state-sponsored hacking group known as Salt Typhoon has already shocked the US once with the revelation last year that it had deeply penetrated American telecom systems, even targeting the text messages and phone conversations of citizens including then-candidates Donald Trump and JD Vance in real time. Now it appears the group’s espionage has included the US military, and it spent much of the last year inside the network of the US National Guard in at least one state. NBC News this week reported on a DHS memo, obtained by the national security transparency nonprofit Property of the People, that warned the Chinese hacker group had breached that state-level National Guard network from March to December of last year. It didn’t identify which state had been targeted. According to the memo, Salt Typhoon’s access “likely provided Beijing with data that could facilitate the hacking of other states’ Army National Guard units, and possibly many of their state-level cybersecurity partners.”

IRS Blueprint Reveals Secret Plan to Let ICE Pull Taxpayer Data in Real Time

The Trump administration is developing a new digital system designed to grant Immigration and Customs Enforcement near-real-time access to sensitive data of taxpayers, including their home addresses. Internal blueprints, revealed by ProPublica on Tuesday, show that the system is designed to automate and expedite data exchanges “on demand,” bypassing traditional IRS safeguards that normally require case-by-case review and legal justification. The system represents a major shift in how IRS data is accessed, and it is already raising concerns among civil liberties experts who say the process may violate privacy laws and further accelerate ICE's ability to obtain tax data for deportation purposes.

US Trains’ Brakes Can Be Hacked With a 20-Year-Old Security Vulnerability

A zero-day vulnerability that allows a trains’ brakes to be triggered by malicious hackers is a troubling notion. A 7,300-plus-day vulnerability that leaves trains exposed to that brake hack is a shocking level of negligence for a piece of critical US infrastructure. The Cybersecurity and Infrastructure Security Agency last week released an advisory about a lack of authentication in a protocol that allows a device in the head of a train (HOT) to send a braking signal to another device in the end of a train (EOT) for coordinated braking across long trains such as freight trains. That meant that hackers could send their own unauthenticated commands to disrupt trains, shut down rail networks, or even cause derailments, one of the researchers credited in the advisory told SecurityWeek. The issue is made all the more egregious by the fact that the researchers discovered the vulnerability had first been reported in 2005 but was never taken seriously or fixed. Tens of thousands of the vulnerable HOT and EOT devices are set to be replaced in a process that will begin next year.

Google Sues Creators of a 10-Million-Device TV-Based Botnet

Hackers who want to build a botnet of malware-controlled internet-of-things devices can scour those devices for vulnerabilities—which are plentiful enough—and remotely exploit them. Or better yet, they can infect them before they’re even shipped. Google announced this week it would be filing a lawsuit against the administrators of the so-called BadBox 2.0 botnet, which consisted of 10 million Android-powered TVs that were somehow infected with malware before being sold to consumers. The botnet operators, which Google describes as Chinese cybercriminals, then sold access to those devices to be used as proxy machines or to fake advertising views in a vast click-fraud scheme. BadBox 2.0 “is already the largest known botnet of internet-connected TV devices, and it grows each day. It has harmed millions of victims in the United States and around the world and threatens many more,” Google’s complaint reads.

[gacha-incels]

below is a machine translation of the article into english. If you see any discrepancies lmk and I’ll fix it asap. Thanks everyone for your help and continued patience

Ten Million Downloads for the Photo App 'SODA'… Criticism Over AI Being Out of Control Subsidiary of Naver, Snow, Responds Mechanically to AI-Generated Inappropriate Content

Snow, a subsidiary of Naver and the creator of the camera application 'SODA', has come under fire for generating sexually inappropriate images using its AI editing function. The company has stated that it "cannot 100% control AI-generated content," sparking criticism from experts who argue that commercializing an uncontrollable AI service is irresponsible. SODA is a popular camera app with over 10 million downloads on the Google Play Store.

Ms. G, an office worker, complained in an online messenger conversation with Hankyoreh on the 9th, “I didn't expect to feel shame while using the app. It's so unpleasant and traumatizing.” On the 4th, she applied the 'AI background expansion' feature, a paid service of the Soda app, to her photo. The intention was to correct the photo, which was cropped in the middle of her shoulders, to show her entire upper body, but the AI generated a result that made her appear to be clutching her chest with both hands. The rest of the results were normal, but Ms. G said it was hard to get over the shock of the image she suddenly received while using the app.

In response, Snow explained, “Due to the nature of the service that applied A.I. technology, the result was unexpected.” Snow explained that the AI-generated images are filtered to remove offensive or sexualized images as much as possible before they are finally displayed to the user, but this feature did not work perfectly in G's case.

However, experts argue that the issue is more complex. The core problem lies in the AI image generation engine applied to the SODA app, called 'Stable Diffusion'. Developed primarily by the UK startup Stability AI, it was revealed that this model had included explicit content in its training data. Professor Kim Myung-joo of Seoul Women’s University (Information Security) explained, “Unlike other AI models, Stable Diffusion was designed to generate graphic images and included pornographic content in its training data, which has raised concerns since its release.”

Experts are calling for measures like age restrictions on the app to prevent irresponsible commercialization. At the moment, SODA is rated for use by individuals aged 3 and older. Jang Yeo-gyeong, the director of the Information Rights Research Institute, stated, "Even if it doesn't lead to sexual exploitation, consumers who suffer mental harm from AI tools should be able to hold the companies that release these services accountable. Snow's response that 'current technology can't prevent this' is irresponsible."

In response to The Hankyoreh, a Snow representative said, "All companies utilizing AI are struggling to address issues like this. We are working to enhance the service by strengthening filters to prevent similar cases in the future."

plain text in the original Korean

카메라 애플리케이션(앱) ‘소다’(SODA)의 인공지능(AI) 편집 기능이 성적 불쾌감을 일으키는 사진을 생성한 사례가 발생한 것에 대해 이 앱을 만든 네이버의 자회사 스노우가 ‘인공지능 생성물을 100% 통제할 수 없다’는 입장을 내놨다. 통제할 수 없는 인공지능 서비스를 상업화한 것에 대해 무책임한 행태라는 전문가들의 지적이 나온다. 소다는 스마트폰 앱 장터인 ‘구글 플레이 스토어’에서 1000만회 이상 다운로드된 인��� 카메라 앱이다.

직장인 ㄱ씨는 9일 한겨레와 온라인 메신저 대화를 통해 “앱을 사용하다 수치심을 느낄 줄 몰랐다. 너무 불쾌하고 정신적 충격이 크다”고 호소했다. 그는 지난 4일 소다 앱의 유료 서비스인 ‘인공지능 배경 확장’ 기능을 자신의 증명사진에 적용했다. 어깨 부분 중간에 잘린 증명사진을 상반신 전체가 나오는 모습으로 보정하려는 의도였는데, 실제 인공지능이 생성한 결과물에선 자신이 가슴을 양손으로 움켜쥐고 있는 듯한 모습이 나왔다. 이 이미지를 제외한 다른 나머지 결과에선 정상적인 사진이 나왔지만, ㄱ씨는 앱을 사용하다 갑자기 받은 이미지의 충격에서 벗어나기 힘들었다고 했다.

이에 대해 스노우 쪽은 “인공지능 기술이 적용된 서비스의 특성상 결과물이 예상치 못한 형태로 구현된 것”이라고 설명했다. 인공지능이 생성한 이미지를 사용자에게 최종적으로 노출하기 전 필터 기술을 통해 모욕적이거나 선정적인 이미지를 최대한 제거하고 있지만, ㄱ씨의 사례에선 이 기능이 완벽하게 작동하지 않았다고도 설명했다.

하지만 문제가 간단치 않다는 게 전문가들의 지적이다. 소다 앱에 적용된 인공지능 이미지 생성 엔진인 ‘스테이블 디퓨전’ 자체에 문제가 있다는 이유에서다. 스테이블 디퓨전은 영국 스타트업 ‘스태빌리티 에이아이(AI)’가 개발을 주도한 모델인데, 개발 단계에서 음란물을 학습 데이터에 포함시킨 것으로 알려져 있다. 김명주 서울여대 교수(정보보호학)는 “다른 인공지능 모델과 달리 스테이블 디퓨전은 그래픽 이미지를 생성하기 위한 목적으로 포르노 영상물을 학습 데이터에 포함했기 때문에 공개될 때부터 많은 우려가 제기됐다”고 말했다.

전문가들은 소다 앱의 이용자 연령을 제한하는 등의 방식으로 기업의 무책임한 상업화를 막아야 한다고 지적했다. 현재 소다 앱은 3살 이상이면 누구나 사용할 수 있다. 장여경 정보인권연구소 상임이사는 “성착취물로 연결되지 않는다고 해도 인공지능 도구로 정신적 피해를 입은 소비자들이 서비스를 출시한 기업에 대해 최소한의 주의 의무를 요구할 수 있어야 한다”며 “‘현재 기술로는 막을 수 없다’는 스노우의 태도는 무책임하다”고 꼬집었다.

스노우 관계자는 한겨레에 “인공지능을 활용하는 모든 회사가 이번과 같은 이슈를 해결하기 위해 분투하고 있다. 유사한 사례가 발생하지 않도록 필터를 더욱 강화하는 등 서비스 고도화를 노력하겠다”고 했다.

[pixelizes]

How AI & Machine Learning Are Changing UI/UX Design

Artificial Intelligence (AI) and Machine Learning (ML) are revolutionizing UI/UX design by making digital experiences more intelligent, adaptive, and user-centric. From personalized interfaces to automated design processes, AI is reshaping how designers create and enhance user experiences. In this blog, we explore the key ways AI and ML are transforming UI/UX design and what the future holds.

For more UI/UX trends and insights, visit Pixelizes Blog.

AI-Driven Personalization

One of the biggest changes AI has brought to UI/UX design is hyper-personalization. By analyzing user behavior, AI can tailor content, recommendations, and layouts to individual preferences, creating a more engaging experience.

How It Works:

AI analyzes user interactions, including clicks, time spent, and preferences.

Dynamic UI adjustments ensure users see what’s most relevant to them.

Personalized recommendations, like Netflix suggesting shows or e-commerce platforms curating product lists.

Smart Chatbots & Conversational UI

AI-powered chatbots have revolutionized customer interactions by offering real-time, intelligent responses. They enhance UX by providing 24/7 support, answering FAQs, and guiding users seamlessly through applications or websites.

Examples:

Virtual assistants like Siri, Alexa, and Google Assistant.

AI chatbots in banking, e-commerce, and healthcare.

NLP-powered bots that understand user intent and sentiment.

Predictive UX: Anticipating User Needs

Predictive UX leverages ML algorithms to anticipate user actions before they happen, streamlining interactions and reducing friction.

Real-World Applications:

Smart search suggestions (e.g., Google, Amazon, Spotify).

AI-powered auto-fill forms that reduce typing effort.

Anticipatory design like Google Maps estimating destinations.

AI-Powered UI Design Automation

AI is streamlining design workflows by automating repetitive tasks, allowing designers to focus on creativity and innovation.

Key AI-Powered Tools:

Adobe Sensei: Automates image editing, tagging, and design suggestions.

Figma AI Plugins & Sketch: Generate elements based on user input.

UX Writing Assistants that enhance microcopy with NLP.

Voice & Gesture-Based Interactions

With AI advancements, voice and gesture control are becoming standard features in UI/UX design, offering more intuitive, hands-free interactions.

Examples:

Voice commands via Google Assistant, Siri, Alexa.

Gesture-based UI on smart TVs, AR/VR devices.

Facial recognition & biometric authentication for secure logins.

AI in Accessibility & Inclusive Design

AI is making digital products more accessible to users with disabilities by enabling assistive technologies and improving UX for all.

How AI Enhances Accessibility:

Voice-to-text and text-to-speech via Google Accessibility.

Alt-text generation for visually impaired users.

Automated color contrast adjustments for better readability.

Sentiment Analysis for Improved UX

AI-powered sentiment analysis tools track user emotions through feedback, reviews, and interactions, helping designers refine UX strategies.

Uses of Sentiment Analysis:

Detecting frustration points in customer feedback.

Optimizing UI elements based on emotional responses.

Enhancing A/B testing insights with AI-driven analytics.

Future of AI in UI/UX: What’s Next?

As AI and ML continue to evolve, UI/UX design will become more intuitive, adaptive, and human-centric. Future trends include:

AI-generated UI designs with minimal manual input.

Real-time, emotion-based UX adaptations.

Brain-computer interface (BCI) integrations for immersive experiences.

Final Thoughts

AI and ML are not replacing designers—they are empowering them to deliver smarter, faster, and more engaging experiences. As we move into a future dominated by intelligent interfaces, UI/UX designers must embrace AI-powered design methodologies to create more personalized, accessible, and user-friendly digital products.

Explore more at Pixelizes.com for cutting-edge design insights, AI tools, and UX trends.

[severesoulninja]

The Complete Manual for SEO in 2025: Methods to Rule Search Results

Digital marketing

Because Google's algorithms are becoming more intelligent and user behavior is changing, search engine optimization, or SEO, is always changing. To stay ahead of the curve in 2025, you will need to combine technical know-how, excellent content, and strategic link-building. If you are a blogger, digital marketer, or business owner, learning SEO can help you increase conversions and drive organic traffic.

In order to help you dominate search engine rankings in 2024, we will examine the most recent SEO tactics in this guide.

1. Recognizing SEO in 2025

Enhancing your website's visibility on search engines such as Google and Bing is known as SEO. A higher ranking for pertinent keywords, organic traffic, and improved user experience are the objectives.

Relevance, authority, and high-quality content are given top priority by search engines. Google's algorithms have become increasingly complex in comprehending search intent and rewarding websites that offer genuine value as a result of developments in AI and machine learning.

2. Keyword Analysis: The Basis for SEO

The foundation of SEO is still keyword research. But in 2025, search intent will be more important than ever. Take into account the following rather than just high-volume keywords:

Long-tail keywords are longer, more focused terms with higher conversion rates and less competition.

Semantic keywords: Include synonyms and variations of your primary keyword because Google's algorithms can comprehend related terms.

Keywords that are based on questions: A lot of users enter terms like "how to," "best way to," or "why does." By responding to these questions, you can increase how likely you are to be featured in snippets.

The Top Resources for Researching Keywords:

For both PPC and organic search insights, Google Keyword Planner is a free and helpful tool.

Ahrefs: Offers competitor analysis, search volume, and keyword difficulty.

SEMrush: Provides backlink analysis, site audits, and keyword research.

Finding frequently asked questions about your subject is made easier with AnswerThePublic.

3. Optimizing Your Content with On-Page SEO

Improving search rankings by optimizing individual pages is known as on-page SEO. Here's how to make your content better:

a. Meta descriptions and title tags

Your title tag should contain your target keyword, be compelling, and be no more than 60 characters. Likewise, your 160-character meta description should enticingly summarize your content and entice readers to click.

b. Header tags, such as H1, H2, and H3.

Use the main title in H1.

Utilize H2s and H3s for subheadings to enhance structure and readability.

Naturalize the use of primary and secondary keywords.

c. Optimizing URLs

A clean, descriptive URL helps both search engines and users. Example: Bad URL: www.example.com/p=12345 Visit www.example.com/seo-strategies-2025 for a good URL.

d. Linking Inside

Link equity is distributed, navigation is improved, and user engagement is prolonged when you link to other pertinent pages on your website.

e. Optimization of Images

To speed up page loads, reduce the size of images.

To help search engines understand images, use alt text to describe them.

4. Improving Website Performance with Technical SEO

Making a site's backend better for search engines to crawl and index is the main goal of technical SEO.

A. Optimization for Mobile

As mobile-first indexing is the standard, make sure your website is responsive. Google's Mobile-Friendly Test can be used to test your mobile performance.

b. Page Speed and Essential Web Elements

Google takes into account Core Web Vitals (LCP, FID, and CLS) and page speed when determining rankings. Boost speed by:

making use of a content delivery network (CDN).

making videos and pictures better.

turning on browser caching and minifying JavaScript and CSS.

c. Make Your Website Secure with HTTPS

Safe websites are given priority by Google. Convert your website to HTTPS if it still uses HTTP for better search engine rankings and user confidence.

Robots.txt and XML Sitemap

Make sure that all of the key pages are indexed by submitting an updated XML sitemap to Google Search Console. A robots.txt file can also be used to prevent the crawling of unnecessary pages.

5. Developing Authority and Trust through Off-Page SEO

a. Creating Links

One important ranking factor is still backlinks. Quantity is not as important as quality. Pay attention to:

guest posting on trustworthy websites.

Links are created by having high-quality content.

"Broken link building" is the process of identifying and fixing broken links.

Consider using HARO (Help A Reporter Out) to get backlinks from news websites.

b. Social Media Brand Mentions

Despite social signals not being direct ranking factors, a strong social media presence can boost credibility and drive traffic.

c. Local SEO and Internet critiques

If your business operates locally, encourage customers to leave positive reviews on Google My Business and Yelp. The local SEO rankings of your business are also raised when local citations contain your company's name, address, and phone number.

7. The Growth of Voice and Zero-Click Searches

It is imperative to optimize for voice search given the popularity of smart assistants like Alexa and Siri.

Make use of FAQs and keywords in natural language.

Because many voice searches are location-based, make sure your website is optimized for local search engines.

There is also an increase in zero-click searches, in which Google provides an answer right in the SERP. In order to appear in featured snippets:

Give succinct, well-organized responses.

For clarity, use lists and bullet points.

8. The Synergy of Content Marketing and SEO

Content marketing and SEO are closely related. For 2025 success, concentrate on

1,500+ words of long-form content that offers comprehensive answers.

Integration of multimedia (podcasts, infographics, and videos).

User interaction promotes sharing, comments, and conversations.

9. Tracking and Enhancing SEO Results

Use resources such as:

Google Analytics: Monitors conversions, traffic, and bounce rates.

Data on indexing and keyword performance is provided by Google Search Console.

Analysis of competitors and backlinks is provided by Ahrefs and SEMrush.

Important data to monitor:

an increase in organic traffic.

ranking of keywords.

CTR stands for click-through rates.

bounce rates and dwell time.

Conclusion: Make Your SEO Strategy Future-Proof

The process of SEO is continuous and necessitates continuous modification. Creating valuable content, staying up to date with algorithm changes, and focusing on technical optimizations are all ways to maintain high search rankings in 2025.

Ready to make your website more successful? Put these tactics into practice right now, and see how your organic traffic increases! 

[advancedchatbot]

Data Security in Conversational AI: How Chatlayer Ensures Compliance

Chatlayer keeps user data safe in AI-powered chats by using strong encryption, following GDPR rules, and controlling who can access the data. It protects sensitive information by securing how data is stored and shared. To stay compliant, Chatlayer runs regular security checks which uses anonymization to hide personal details, and ensures only authorized people can access certain data. With AI governance policies and real-time monitoring, it helps prevent data leaks and security risks. This focus on privacy allows businesses to use AI chat solutions with confidence, keeping user trust and meeting legal requirements.

AI chatbot conversation

Chatbots are among the fastest-growing ways of interacting with various customer service systems. People use the chat interface extensively because it is intuitive, fast, and can keep up with the higher demand for customer service. AI chatbot conversation and intelligent virtual assistants often aid in bringing additional efficiency to customer service departments by answering questions in real-time and in several languages. The top chatbot platform in India facilitates the development of chatbots that can reply in vernacular languages without delay.

Chatbot services

When thinking about improving your customer service with the help of bots, it’s important to think beyond basic chatbots. While these rule-based bots can help some customer chatbot services situations, “button bots” are more limited in conversational skills. They can help your team pre-qualify leads, understand what a customer is looking for, and answer some basic questions. However, for more complex situations, smart AI-based chatbots can make a difference for your customers, your team, and, ultimately, your business. 

Voice-based chatbot

Voice-based chatbot represent an evolution in AI communication tools, changing how customers engage with technology. Unlike standard text-based models, they use natural language processing (NLP). Such software goes beyond typed interactions, changing natural speech conversations. As artificial intelligence (AI) transforms industries, the integration of AI voice chatbots is gaining traction, revolutionizing how businesses handle customer interactions.

[hasibkhalifa]

Revolutionizing Transactions with PayWint Digital Wallet

In a world where convenience and efficiency dominate, the demand for reliable and feature-rich digital wallets has skyrocketed. Enter PayWint, the ultimate digital wallet solution designed to streamline your financial transactions while ensuring security and ease of use. Whether you're a student, traveler, freelancer, or small business owner, PayWint is here to revolutionize how you manage, send, and receive money.

Why Choose PayWint?

PayWint stands out in the crowded digital wallet space with its seamless features tailored to meet diverse user needs. From real-time alerts to AI-powered fraud detection, PayWint ensures your transactions are not just swift but also highly secure.

Key Features at a Glance:

Instant Money Transfers: Request, send, and receive money in real-time, making it the perfect companion for personal and professional needs.

Multi-Currency & Multi-Language Support: Operate effortlessly across borders, thanks to PayWint's global usability.

Shared Wallets: Split bills or manage group expenses with family, friends, or business partners through shared wallets.

Virtual & Physical Cards: Open a digital bank account and enjoy the convenience of virtual or physical cards.

Perfect for Everyone

PayWint caters to a diverse audience, ensuring inclusivity and functionality for all.

Students and Freelancers can use PayWint to manage international payments, ensuring they can receive funds from clients or family abroad without delays.

Small Business Owners can streamline payroll, vendor payments, and even customer transactions, all from one centralized platform.

Travel Enthusiasts can enjoy hassle-free currency conversions and transactions no matter where they are.

Unparalleled Integrations

One of PayWint's standout features is its ability to integrate with leading financial and payment platforms such as Apple Pay, Google Pay, PayPal, CashApp, and Venmo. Users can also link multiple bank accounts or credit and debit cards for effortless transactions. Moreover, businesses can integrate accounting platforms like QuickBooks, Zoho, or FreshBooks to simplify bookkeeping.

Enhanced Security & Real-Time Updates

Security is at the heart of PayWint. With encryption and AI-powered fraud detection, users can trust their financial data is always safe. Real-time alerts via text, email, or push notifications ensure you stay informed about every transaction.

Beyond Payments

PayWint isn't just a digital wallet; it's a comprehensive financial management tool. The AI-powered budget planner helps users track expenses and set financial goals. For businesses, the ability to schedule recurring payments and integrate payment widgets into websites adds unparalleled convenience.

Always There for You

With 24/7 customer support available via phone, email, text, and chat, help is always just a call or message away. You can reach us at (408) 516-1413 for any assistance. Whether it's a quick query or a technical issue, PayWint ensures you're never left in the dark.

Get Started with PayWint

Ready to transform how you handle money? Download the PayWint Digital Wallet Mobile App today from the Apple Store or Google Play Store. Alternatively, visit PayWint.com to access your financial world instantly.

[techblogmeta]

Why Gemini is Better than ChatGpt?

Gemini's Advantages Over ChatGPT

Both Gemini and ChatGPT are sophisticated AI models made to communicate with people like a human and help with a variety of tasks. But in some situations, Gemini stands out as a more sophisticated and adaptable option because to a number of characteristics it offers:

1. Multimodal Proficiency Gemini provides smooth multimodal interaction, enabling users to communicate with speech, text, and image inputs. Gemini is therefore well-suited for visually complex queries or situations where integrating media enhances comprehension since it can comprehend and produce answers that incorporate many forms of content.

2. Improved comprehension of context Geminis are better at comprehending and remembering context in lengthier interactions. It can manage intricate conversations, providing more precise and tailored answers without losing sight of previous debate points.

3. Original Work From excellent writing to eye-catching graphics and artistic representations, Gemini is a master at producing unique content. It is a favored option for projects demanding innovation due to its exceptional capacity to produce distinctive products.

4. Knowledge and Updates in Real Time In contrast to ChatGPT, which uses a static knowledge base that is updated on a regular basis, Gemini uses more dynamic learning techniques to make sure it stays current with data trends and recent events.

5. Customization and User-Friendly Interface With Gemini's improved customization options and more user-friendly interface, users can adjust replies, tone, and style to suit their own requirements. This flexibility is especially helpful for professionals and companies trying to keep their branding consistent.

6. More Comprehensive Integration Gemini is very flexible for both personal and commercial use because it integrates more easily into third-party tools, workflows, and apps because to its native support for a variety of platforms and APIs.

7. Improved Security and Privacy Users can feel secure knowing that their data is protected during interactions thanks to Gemini's emphasis on user data privacy, which includes greater encryption and adherence to international standards.

[tryslat]

Features of Our AI To Human Text Converter

However, not all AI-generated text is fit for human consumption without some level of refinement. That's where the AI To Human Text Converter comes in, a free tool that turns robotic-sounding AI content into natural, human-readable text. Let's dive into the key features that make this tool an indispensable resource for anyone looking to humanize AI-generated text effortlessly.

1. Simple and User-Friendly Interface

One of the standout features of our AI To Human Text Converter is its simple, user-friendly interface. Many people shy away from using complex tools that require a steep learning curve. Fortunately, this converter is designed with ease of use in mind. The interface is intuitive, allowing users to quickly navigate the platform and convert their AI-generated text into human-like content within seconds. There's no need to struggle with confusing menus or spend time learning how to use the tool.

2. Safe and Secure to Use

Safety is paramount when it comes to using online tools, especially for text conversion. AI To Human Text Converter ensures that users' data is protected through secure browsing measures. The website is well-secured, minimizing any risks of data breaches or security threats. Whether you're a content creator, student, or professional, you can confidently use the tool without worrying about jeopardizing your safety.

3. Accurate Conversion of AI-Generated Content to Human-Like Text

The primary feature of the AI To Human Text Converter is its ability to transform AI-generated content into human-readable text. Utilizing advanced algorithms, the tool analyzes the input and produces an output that closely mimics the natural flow of human writing. Whether you're converting AI content for essays, blog posts, or marketing materials, this tool ensures the end result is clear, engaging, and free of robotic phrasing.

4. No Limitations – Unlimited Usage

One of the most attractive features of the AI To Human Text Converter is its unlimited usage policy. Unlike other tools that impose restrictions or require subscriptions after a certain number of conversions, our tool is completely free with no limitations. You can convert as much content as you need, whenever you need it. This makes it an ideal solution for content creators, bloggers, and students with large volumes of AI-generated text to convert.

5. Fast and Efficient Processing

Time is a valuable commodity, and with our AI to human text converter, speed is a top priority. The tool processes your content in seconds, delivering humanized text quickly and efficiently. Whether you have a single paragraph or an entire document to convert, you can trust that the tool will provide results without delays.

6. No Authentication Needed

Another significant advantage of AI To Human Text Converter is that you don’t need to create an account, sign up, or log in. The tool is ready for immediate use, allowing you to convert text as soon as you arrive at the website. This no-authentication feature ensures a hassle-free experience, making it easy for users to get started right away.

Why Choose AI To Human Text Converter?

If you're looking for a reliable and efficient way to humanize your AI-generated content, AI To Human Text Converter is the perfect choice. Here are some key reasons why you should consider using this tool:

Free of Cost: Our tool is completely free to use, with no hidden fees or subscription costs.

Unlimited Use: Convert as much AI content as you need without worrying about restrictions.

No Login Required: Enjoy immediate access to the tool without needing to create an account.

Fast Conversion: Save time with near-instant results that transform AI text into human-like content.

User-Friendly: The intuitive interface makes it easy for anyone to use, even without prior experience.

The AI To Human Text Converter is packed with features that make it an excellent choice for anyone looking to convert AI-generated content into natural, human-readable text. Its simple interface, fast processing, and unlimited usage ensure that you get the best results without any hassle. Plus, with top-notch security measures in place, you can use the tool confidently and safely. Whether you’re a student, content creator, or professional, this tool is designed to meet all your text conversion needs.

Try the AI To Human Text Converter today and experience the difference for yourself!

[willcodehtmlforfood]

"Adobe is adding a new generative AI experience to its Acrobat PDF management software, which aims to “completely transform the digital document experience” by making information in long documents easier to find and understand. Announced in Adobe’s press release as “AI Assistant in Acrobat,” the new tool is described as a “conversational engine” that can summarize files, answer questions, and recommend more based on the content, allowing users to “easily chat with documents” to get the information they need. It’s available in beta starting today for paying Acrobat users.

The idea is that the chatbot will reduce the time-consuming tasks related to working with massive text documents — such as helping students quickly find information for research projects or summarizing large reports into snappy highlights for emails, meetings, and presentations. AI Assistant in Acrobat can be used with all document formats supported by the app, including Word and PowerPoint. The chatbot abides by Adobe’s data security protocols, so it won’t store data from customer documents or use it to train AI Assistant."

Szép, szép, de vajon mit tud kezdeni egy wc papírra nyomtatott, faxolt, majd szkennelt dokumentummal?!

[labaap]

The Future of Digital Marketing: Trends to Watch in 2025

As we move closer to 2025, the digital marketing landscape continues to evolve at an unprecedented pace. The strategies that worked a few years ago are now being replaced by new, innovative approaches. For businesses aiming to stay competitive and relevant, understanding the emerging trends in digital marketing is essential.

This blog explores the key trends expected to shape the future of digital marketing by 2025, providing you with insights that can help you adapt and thrive in this dynamic environment.

1. Artificial Intelligence and Machine Learning in Marketing

Artificial Intelligence (AI) and Machine Learning (ML) have already begun to revolutionize digital marketing, and their influence is set to grow even stronger by 2025. AI-powered tools can analyze vast amounts of data quickly, offering insights that were previously unattainable. These tools enable marketers to:

Personalize content at scale: AI can help create highly personalized content tailored to individual user preferences, increasing engagement and conversion rates.

Automate customer interactions: Chatbots and virtual assistants, powered by AI, will handle more customer interactions, offering real-time assistance and improving user experience.

Predict consumer behavior: Machine learning algorithms can analyze past consumer behavior to predict future actions, helping marketers to anticipate needs and tailor their strategies accordingly.

2. The Rise of Voice Search and Conversational Marketing

With the increasing adoption of smart speakers and voice-activated devices, voice search is becoming a critical component of digital marketing. By 2025, it's estimated that more than 75% of households will own a smart speaker, making voice search optimization essential. Here's how you can prepare:

Optimize for natural language: Unlike traditional text searches, voice searches are more conversational. Optimizing your content for natural language queries will help improve your visibility in voice search results.

Focus on local SEO: Many voice searches are local, so ensure your business is optimized for local SEO to capture this growing segment.

Leverage conversational marketing: Engage with your audience through chatbots and live chat tools, providing instant responses and personalized experiences that meet the expectations of voice-savvy consumers.

3. Data Privacy and Ethical Marketing

As data breaches and privacy concerns become more prevalent, consumers are increasingly aware of how their data is used. By 2025, data privacy will be at the forefront of digital marketing, with stricter regulations and more informed consumers. To build trust and remain compliant:

Adopt transparent data practices: Clearly communicate how you collect, store, and use customer data. Transparency will be key in gaining consumer trust.

Invest in secure technologies: Use secure methods to handle data, ensuring that your business complies with data protection laws like GDPR and CCPA.

Ethical marketing practices: Shift towards ethical marketing by focusing on providing real value to consumers rather than exploiting their data. This approach will help build long-term customer relationships.

4. Content Experience (CX) and the User Journey

Content is still king, but the way users experience content is becoming just as important as the content itself. By 2025, the focus will shift from merely producing high-quality content to creating a seamless content experience (CX) that enhances the user journey. Key strategies include:

Interactive content: Incorporate interactive elements such as quizzes, polls, and infographics to make content more engaging and memorable.

Omnichannel content delivery: Ensure your content is accessible across all platforms and devices, offering a consistent and seamless experience whether users are on mobile, desktop, or tablet.

Personalized user journeys: Leverage AI to personalize the user journey based on individual behavior and preferences, making the content experience more relevant and engaging.

5. The Growth of Video Marketing and Augmented Reality (AR)

Video marketing has been a dominant force in digital marketing for years, and its importance will only increase by 2025. However, the integration of Augmented Reality (AR) is set to take video marketing to new heights:

Short-form video content: Platforms like TikTok and Instagram Reels have popularized short-form videos. In 2025, this trend will continue, with brands needing to create concise, engaging content that captures attention quickly.

Live streaming: Live streaming offers a unique way to connect with audiences in real-time, and it will become even more prevalent. Whether it's product launches, behind-the-scenes looks, or live Q&A sessions, live streaming will be a powerful tool for engagement.

AR-enhanced videos: Augmented Reality will allow brands to create immersive experiences, blending the digital and physical worlds. From virtual try-ons to interactive product demos, AR will make video content more engaging and effective.

6. Social Commerce and Shoppable Content

Social media platforms are increasingly becoming more than just places for social interaction; they are evolving into full-fledged e-commerce platforms. By 2025, social commerce is expected to dominate, with shoppable content playing a key role:

Integrated shopping experiences: Platforms like Instagram, Facebook, and Pinterest will offer seamless shopping experiences, allowing users to purchase products directly from posts and stories.

Influencer-driven commerce: Influencers will continue to play a significant role in driving social commerce, with brands collaborating with them to create authentic, shoppable content.

User-generated content (UGC): Encourage customers to share their experiences and showcase products in use. UGC not only builds trust but also drives more conversions by offering real-life examples of product satisfaction.

7. Sustainability and Social Responsibility

Consumers are becoming more conscious of the social and environmental impact of the brands they support. By 2025, sustainability and social responsibility will be integral to digital marketing strategies:

Green marketing initiatives: Highlight your brand's commitment to sustainability through eco-friendly products, packaging, and practices. Consumers are more likely to support brands that align with their values.

Social responsibility campaigns: Engage in campaigns that address social issues, whether it's supporting charitable causes, advocating for equality, or promoting community well-being.

Transparent branding: Be open about your brand's efforts in sustainability and social responsibility. Transparency will resonate with consumers who prioritize these values.

8. The Impact of 5G on Digital Marketing

The rollout of 5G technology will have a significant impact on digital marketing by 2025. With faster internet speeds and reduced latency, 5G will enable more sophisticated marketing tactics:

Enhanced mobile experiences: 5G will improve mobile user experiences, making it crucial for brands to optimize their mobile content and websites for speed and performance.

Real-time data and analytics: Marketers will have access to real-time data, allowing for quicker decision-making and more dynamic marketing strategies.

Advanced AR and VR experiences: The increased bandwidth of 5G will support more advanced Augmented Reality (AR) and Virtual Reality (VR) experiences, offering new ways for brands to engage with customers.

Conclusion

The future of digital marketing in 2025 promises to be both exciting and challenging. As technology continues to advance, marketers must stay agile and adapt to new trends to remain competitive. By embracing AI and machine learning, optimizing for voice search, prioritizing data privacy, and creating immersive content experiences, businesses can not only survive but thrive in the ever-evolving digital landscape.

Staying ahead of these trends will require a commitment to continuous learning and innovation. However, the rewards—improved customer engagement, increased brand loyalty, and sustained growth—will make the effort worthwhile. Start preparing now, and position your brand as a leader in the future of digital marketing.

[seotraininginahmedabad]

Digital Marketing Course in New Chandkheda

1. Digital Marketing Course in New Chandkheda Ahmedabad Overview

2. Personal Digital Marketing Course in New Chandkheda – Search Engine Optimization (SEO)

What are Search Engines and Basics?

HTML Basics.

On Page Optimization.

Off Page Optimization.

Essentials of good website designing & Much More.

3. Content Marketing

Content Marketing Overview and Strategy

Content Marketing Channels

Creating Content

Content Strategy & Challenges

Image Marketing

Video Marketing

Measuring Results

4. Website Structuring

What is Website?- Understanding website

How to register Site & Hosting of site?

Domain Extensions

5. Website Creation Using WordPress

Web Page Creation

WordPress Themes, Widgets, Plugins

Contact Forms, Sliders, Elementor

6. Blog Writing

Blogs Vs Website

How to write blogs for website

How to select topics for blog writing

AI tools for Blog writing

7. Google Analytics

Introduction

Navigating Google Analytics

Sessions

Users

Traffic Source

Content

Real Time Visitors

Bounce Rate%

Customization

Reports

Actionable Insights

Making Better Decisions

8. Understand Acquisition & Conversion

Traffic Reports

Events Tracking

Customization Reports

Actionable Insights

Making Better Decisions

Comparision Reports

9. Google Search Console

Website Performance

Url Inspection

Accelerated Mobile Pages

Google index

Crawl

Security issues

Search Analytics

Links to your Site

Internal Links

Manual Actions

10. Voice Search Optimization

What is voice engine optimization?

How do you implement voice search optimization?

Why you should optimize your website for voice search?

11. E Commerce SEO

Introduction to E commerce SEO

What is e-commerce SEO?

How Online Stores Can Drive Organic Traffic

12. Google My Business: Local Listings

What is Local SEO

Importance of Local SEO

Submission to Google My Business

Completing the Profile

Local SEO Ranking Signals

Local SEO Negative Signals

Citations and Local

Submissions

13. Social Media Optimization

What is Social Media?

How social media help Business?

Establishing your online identity.

Engaging your Audience.

How to use Groups, Forums, etc.

14. Facebook Organic

How can Facebook be used to aid my business?

Developing a useful Company / fan Page

Establishing your online identity.

Engaging your Audience, Types of posts, post scheduling

How to create & use Groups

Importance of Hashtags & how to use them

15. Twitter Organic

Basic concepts – from setting-up optimally, creating a Twitter business existence, to advanced marketing procedures and strategies.

How to use Twitter

What are hashtags, Lists

Twitter Tools

Popular Twitter Campiagns

16. LinkedIn Organic

Your Profile: Building quality connections & getting recommendations from others

How to use Groups-drive traffic with news & discussions

How to create LinkedIn Company Page & Groups

Engaging your Audience.

17. YouTube Organic

How to create YouTube channel

Youtube Keyword Research

Publish a High Retention Video

YouTube ranking factors

YouTube Video Optimization

Promote Your Video

Use of playlists

18. Video SEO

YouTube Keyword Research

Publish a High Retention Video

YouTube Ranking Factors

YouTube Video Optimization

19. YouTube Monetization

YouTube channel monetization policies

How Does YouTube Monetization Work?

YouTube monetization requirements

20. Social Media Tools

What are the main types of social media tools?

Top Social Media Tools You Need to Use

Tools used for Social Media Management

21. Social Media Automation

What is Social Media Automation?

Social Media Automation/ Management Tool

Buffer/ Hootsuite/ Postcron

Setup Connection with Facebook, Twitter, Linkedin, Instagram, Etc.

Add/ Remove Profiles in Tools

Post Scheduling in Tools

Performance Analysis

22. Facebook Ads

How to create Business Manager Accounts

What is Account, Campaign, Ad Sets, Ad Copy

How to Create Campaigns on Facebook

What is Budget & Bidding

Difference Between Reach & Impressions

Facebook Retargeting

23. Instagram Ads

Text Ads and Guidelines

Image Ad Formats and Guidelines

Landing Page Optimization

Performance Metrics: CTR, Avg. Position, Search Term

Report, Segment Data Analysis, Impression Shares

AdWords Policies, Ad Extensions

24. LinkedIn Ads

How to create Campaign Manager Account

What is Account, Campaign Groups, Campaigns

Objectives for Campaigns

Bidding Strategies

Detail Targeting

25. YouTube Advertising

How to run Video Ads?

Types of Video Ads:

Skippable in Stream Ads

Non Skippable in stream Ads

Bumper Ads

Bidding Strategies for Video Ads

26. Google PPC

Ad-Words Account Setup

Creating Ad-Words Account

Ad-Words Dash Board

Billing in Ad-Words

Creating First Campaign

Understanding purpose of Campaign

Account Limits in Ad-Words

Location and Language Settings

Networks and Devices

Bidding and Budget

Schedule: Start date, end date, ad scheduling

Ad delivery: Ad rotation, frequency capping

Ad groups and Keywords

27. Search Ads/ Text Ads

Text Ads and Guidelines

Landing Page Optimization

Performance Metrics: CTR, Avg. Position, Search Term

Report, Segment Data Analysis, Impression Shares

AdWords Policies, Ad Extensions

CPC bidding

Types of Keywords: Exact, Broad, Phrase

Bids & Budget

How to create Text ads

28. Image Ads

Image Ad Formats and Guidelines

Targeting Methods: Keywords, Topics, Placement Targeting

Performance Metrics: CPM, vCPM, Budget

Report, Segment Data Analysis, Impression Shares

Frequency Capping

Automated rules

Target Audience Strategies

29. Video Ads

How to Video Ads

Types of Video Ads

Skippable in stream ads

Non-skippable in stream ads

Bumper Ads

How to link Google AdWords Account to YouTube Channel

30. Discovery Ads

What are Discovery Ads

How to Create Discovery Ads

Bidding Strategies

How to track conversions

31. Bidding Strategies in Google Ads

Different Bidding Strategies in Google AdWords

CPC bidding, CPM bidding, CPV bidding

How to calculate CTR

What are impressions, impression shares

32. Performance Planner

33. Lead Generation for Business

Why Lead Generation Is Important?

Understanding the Landing Page

Understanding Thank You Page

Landing Page Vs. Website

Best Practices to Create Landing Page

Best Practices to Create Thank You Page

What Is A/B Testing?

How to Do A/B Testing?

Converting Leads into Sale

Understanding Lead Funnel

34. Conversion Tracking Tool

Introduction to Conversion Optimization

Conversion Planning

Landing Page Optimization

35. Remarketing and Conversion

What is conversion

Implementing conversion tracking

Conversion tracking

Remarketing in adwords

Benefits of remarketing strategy

Building remarketing list & custom targets

Creating remarketing campaign

36. Quora Marketing

How to Use Quora for Marketing

Quora Marketing Strategy for Your Business

37. Growth Hacking Topic

Growth Hacking Basics

Role of Growth Hacker

Growth Hacking Case Studies

38. Introduction to Affiliate Marketing

Understanding Affiliate Marketing

Sources to Make money online

Applying for an Affiliate

Payments & Payouts

Blogging

39. Introduction to Google AdSense

Basics of Google Adsense

Adsense code installation

Different types of Ads

Increasing your profitability through Adsense

Effective tips in placing video, image and text ads into your website correctly

40. Google Tag Manager

Adding GTM to your website

Configuring trigger & variables

Set up AdWords conversion tracking

Set up Google Analytics

Set up Google Remarketing

Set up LinkedIn Code

41. Email Marketing

Introduction to Email Marketing basic.

How does Email Marketing Works.

Building an Email List.

Creating Email Content.

Optimising Email Campaign.

CAN SPAM Act

Email Marketing Best Practices

42. SMS Marketing

Setting up account for Bulk SMS

Naming the Campaign & SMS

SMS Content

Character limits

SMS Scheduling

43. Media Buying

Advertising: Principles, Concepts and Management

Media Planning

44. What’s App Marketing

Whatsapp Marketing Strategies

Whatsapp Business Features

Business Profile Setup

Auto Replies

45. Influencer Marketing

Major topics covered are, identifying the influencers, measuring them, and establishing a relationship with the influencer. A go through the influencer marketing case studies.

46. Freelancing Projects

How to work as a freelancer

Different websites for getting projects on Digital Marketing

47. Online Reputation Management

What Is ORM?

Why We Need ORM

Examples of ORM

Case Study

48. Resume Building

How to build resume for different job profiles

Platforms for resume building

Which points you should add in Digital Marketing Resume

49. Interview Preparation

Dos and Don’t for Your First Job Interview

How to prepare for interview

Commonly asked interview question & answers

50. Client Pitch

How to send quotation to the clients

How to decide budget for campaign

Quotation formats

51. Graphic Designing: Canva

How to create images using tools like Canva 

How to add effects to images

52. Analysis of Other Website

Post navigatio

[mariacallous]

It didn't take long. Just months after OpenAI’s ChatGPT chatbot upended the startup economy, cybercriminals and hackers are claiming to have created their own versions of the text-generating technology. The systems could, theoretically at least, supercharge criminals’ ability to write malware or phishing emails that trick people into handing over their login information.

Since the start of July, criminals posting on dark-web forums and marketplaces have been touting two large language models (LLMs) they say they’ve produced. The systems, which are said to mimic the functionalities of ChatGPT and Google’s Bard, generate text to answer the questions or prompts users enter. But unlike the LLMs made by legitimate companies, these chatbots are marketed for illegal activities.

There are outstanding questions about the authenticity of the chatbots. Cybercriminals are not exactly trustworthy characters, and there remains the possibility that they’re trying to make a quick buck by scamming each other. Despite this, the developments come at a time when scammers are exploiting the hype of generative AI for their own advantage.

In recent weeks, two chatbots have been advertised on dark-web forums—WormGPT and FraudGPT—according to security researchers monitoring the activity. The LLMs developed by large tech companies, such as Google, Microsoft, and OpenAI, have a number of guardrails and safety measures in place to stop them from being misused. If you ask them to generate malware or write hate speech, they’ll generally refuse.

The shady LLMs claim to strip away any kind of safety protections or ethical barriers. WormGPT was first spotted by independent cybersecurity researcher Daniel Kelley, who worked with security firm SlashNext to detail the findings. WormGPT’s developers claim the tool offers an unlimited character count and code formatting. “The AI models are notably useful for phishing, particularly as they lower the entry barriers for many novice cybercriminals,” Kelley says in an email. “Many people argue that most cybercriminals can compose an email in English, but this isn’t necessarily true for many scammers.”

In a test of the system, Kelley writes, it was asked to produce an email that could be used as part of a business email compromise scam, with a purported CEO writing to an account manager to say an urgent payment was needed. “The results were unsettling,” Kelley wrote in the research. The system produced “an email that was not only remarkably persuasive but also strategically cunning.”

In forum posts, the WormGPT developer claimed the system was built on the GPTJ language model, an open source language model that was developed by AI research group EleutherAI in 2021. They refused to disclose the data sets they used to train the system, according to Kelley’s research.

Meanwhile, the creator of FraudGPT has claimed loftier potential for their system, suggesting it could “create undetectable malware” and find leaks and vulnerabilities, as well as crafting text that could be used in online scams. Rakesh Krishnan, the senior threat analyst at security firm Netenrich who found FraudGPT, says the person selling it has advertised the product on multiple dark-web forums and also on Telegram channels.

Krishnan says the creator of the system published a video appearing to show the chatbot operating and generating a scammy email. They were also trying to sell access to the system for $200 per month, or a yearly cost of $1,700. Krishnan says that in conversations with the developer behind FraudGPT, they claimed to have a few hundred subscribers and pushed for a sale, while the WormGPT creator appeared to have received payments into a cryptocurrency wallet address they shared. “All these projects are in their infancy,” Krishnan says. He adds, “we haven’t got much feedback” into whether people are purchasing or using the systems.

While those touting the chatbots claim they exist, it is hard to verify the makeup and legitimacy of the systems. Cybercriminal scammers are known to scam other scammers, with previous research showing that they frequently try to rip each other off, don’t provide what they claim they are selling, and offer bad customer service. Sergey Shykevich, a threat intelligence group manager at security firm Check Point, says there are some hints that people are using WormGTP. “It seems there is a real tool,” Shykevich says. The seller behind the tool is “relatively reliable” and has a history on cybercrime forums, he says.

There are more than 100 responses to one post about the WormGPT, Shykevich says, although some of these say the seller isn’t very responsive to their inquiries and others “weren’t very excited” about the system. Shykevich is less convinced about FraudGPT’s authenticity—the seller has also claimed to have systems called DarkBard and DarkBert. Shykevich says some of the posts from the seller were removed from the forums. Either way, the Check Point researcher says there’s no sign that any of the systems are more capable than ChatGPT, Bard, or other commercial LLMs.

Kelley says he believes claims about the malicious LLMs created so far are “slightly overexaggerated.” But he adds, “this is not necessarily different from what legitimate businesses do in the real world.”

Despite questions about the systems, it isn’t a surprise that cybercriminals want to get in on the LLM boom. The FBI has warned that cybercriminals are looking at using generative AI in their work, and European law enforcement agency Europol has issued a similar warning. The law enforcement agencies say LLMs could help cybercriminals with fraud, impersonation, and other social engineering faster than before and also improve their written English.

Whenever any new product, service, or event gains public attention—from the Barbie movie to the Covid-19 pandemic—scammers rush to include it in their hacking artillery. So far, scammers have tricked people into downloading password-stealing malware through fake ads for ChatGPT, Bard, Midjourney, and other generative AI systems on Facebook.

Researchers at security firm Sophos have spotted the operators of pig butchering and romance scams accidentally including generated text in their messages—“As a language model of ‘me’ I don’t have feelings or emotions like humans do,” one message said. And hackers have also been stealing tokens to provide them with access to OpenAI’s API and access to the chatbot at scale.

In his WormGPT report, Kelley notes that cybercriminals are often sharing jailbreaks that allow people to bypass the safety restrictions put in place by the makers of popular LLMs. But even unconstrained versions of these models may, thankfully, not be that useful for cybercriminals in their current form.

Shykevich, the Check Point researcher, says that even when he has seen cybercriminals try to use public models, they haven’t been effective. They can “create ransomware strains, info stealers, but no better than even an average developer,” he says. However, those on the cybercrime forums are still talking about making their own clones, Shykevich says, and they’re only going to get better at using the systems. So be careful what you click.