<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"
	xmlns:content="http://purl.org/rss/1.0/modules/content/"
	xmlns:wfw="http://wellformedweb.org/CommentAPI/"
	xmlns:dc="http://purl.org/dc/elements/1.1/"
	xmlns:atom="http://www.w3.org/2005/Atom"
	xmlns:sy="http://purl.org/rss/1.0/modules/syndication/"
	xmlns:slash="http://purl.org/rss/1.0/modules/slash/"
	>

<channel>
	<title>IT GRUNTS</title>
	<atom:link href="https://itgrunts.com/feed/" rel="self" type="application/rss+xml" />
	<link>https://itgrunts.com</link>
	<description>TECH NEWS, NOT FROM CONCENTRATE..</description>
	<lastBuildDate>Mon, 29 Jul 2024 20:01:12 +0000</lastBuildDate>
	<language>en-US</language>
	<sy:updatePeriod>
	hourly	</sy:updatePeriod>
	<sy:updateFrequency>
	1	</sy:updateFrequency>
	<generator>https://wordpress.org/?v=6.6.1</generator>

<image>
	<url>https://itgrunts.com/wp-content/uploads/2023/05/cropped-cropped-It-grunts-1-32x32.png</url>
	<title>IT GRUNTS</title>
	<link>https://itgrunts.com</link>
	<width>32</width>
	<height>32</height>
</image> 
	<item>
		<title>Key Principles of Conversational User Interfaces UX UI</title>
		<link>https://itgrunts.com/key-principles-of-conversational-user-interfaces/</link>
					<comments>https://itgrunts.com/key-principles-of-conversational-user-interfaces/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Tue, 20 Feb 2024 08:22:39 +0000</pubDate>
				<category><![CDATA[AI Chatbot News]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13740</guid>

					<description><![CDATA[8 tips for designing an awe-inspiring conversational user interface by Ankita Kapoor It turns a...]]></description>
										<content:encoded><![CDATA[<p><h1>8 tips for designing an awe-inspiring conversational user interface by Ankita Kapoor</h1>
</p>
<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="301px" alt="conversational user interface"/></p>
</p>
<p>It turns a tiresome and time consuming task into a quick and easy one. According to one study, 68% of customers shop elsewhere because they think a brand doesn’t care about them. According to a study by UserLike, 80% of respondents have interacted with a chatbot before. Ecommerce stores that have introduced some form of conversational AI on their websites have increased their annual revenue by 7%-25%.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="308px" alt="conversational user interface"/></p>
</p>
<p>The Color Match bot is also on Messenger, so they&#8217;re both able to help when customers are on-the-go. Just think about how, now, we have emoji keyboards and GIF keyboards. These silly graphics have become inherent to the way we communicate. And, these habits are shifting the way people want to talk with brands, too. Many of us would rather shoot a message to a friend than pick up the phone and call.</p>
<p><h2>What are the Principles of Conversational User Interface?</h2>
</p>
<p>Most of us are familiar with Facebook Messenger&#8217;s prompted response function that uses natural human language and functions as a virtual assistant for Facebook Marketplace and Facebook Messenger. Be sure to design a system whose vocabulary and tone resonates target audience. Conversational UI has opened up new avenues for customer engagement. Just imagine, it got customers to talk- something brands have been trying for years. It’s always easier to send a quick text or a voice note, and customers know they’ll get fast responses and are motivated to converse further.</p>
<p><a href="https://www.metadialog.com/blog/guide-into-conversational-ui/"></p>
<figure><img src='https://www.metadialog.com/wp-content/uploads/2023/07/the-result-of-integration-2-1.webp' alt='conversational user interface' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='401px'/></figure>
<p></a></p>
</p>
<p>So given the obvious benefits, why aren’t more organisations making the move to conversational interfaces? In short, it’s because simplicity at the frontend can mean complexity at the backend.Developing conversational interfaces requires a radically different project and product management approach. Designers and developers have to leave behind the practices they know and work in new ways. As an example, you’ll need to focus more on understanding user journeys and delivering the right content at the right time, and less time on more traditional design elements, like site navigation. Plus you’ll need to bring in the latest AI and machine learning technologies, which can be daunting.</p>
</p>
<p>Artificial intelligence and chatbots are having a major media moment. After the 2022 release of ChatGPT by Open AI, more people are benefiting from accessible and practical applications of AI. In interacting with tools like ChatGPT or customer service chatbots, they use conversational user interfaces.</p>
<p><h2>The Future of User Interfaces: Voice and Conversational Interfaces</h2>
</p>
<p>Facebook messenger uses topic terms to create key terms that their chatbot can respond to with other key terms or phrases. But they’re not the only company that is working to create conversational interfaces. Chatbots are web or mobile interfaces that allow the user to ask questions and retrieve information from computers system. Chatbots are presently used by many organizations to converse with their users.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="306px" alt="conversational user interface"/></p>
</p>
<p>There is no question that chatbots and other conversational AI are excellent marketing strategies across  companies in any industry. Now it is just a question of  how businesses use CUIs to generate new leads, increase user engagement, and seal more conversions. By 2022, it is anticipated that AI chatbots will help save businesses over $8 billion.</p>
</p>
<p>All you have to do is type the city, departure, and arrival dates, and the bot displays the available options. Their second bot, Color Match, wants to help customers find their perfect lipstick shade. It can take any photo of lips and find a similar shade available for purchase at Sephora.</p>
</p>
<p>Conversational interfaces for health purposes are still in their infancy but have taken off during the COVID-19 pandemic. These industries are incorporating voice UI’s and chatbots in their websites, mobile applications to answer the questions related to their business model. As CUI technology continues to evolve, we can expect even more sophisticated interactions. Features like contextual understanding, emotional intelligence, and multi-modal capabilities (combining voice, text, and visuals) are being explored to enhance the user experience further. A conversational user interface is much more feasible for the users because they are capable of doing everything from a single channel. Moreover, having less stuff is better than the alternative of having a lot of clutter and trying to organize them.</p>
<p><h2>The Benefits of Conversational UI</h2>
</p>
<p>Users can ask a voice assistant for any information that can be found on their smartphones, the internet, or in compatible apps. Depending on the type of voice system and how advanced it is, it may require specific actions, prompts or keywords to activate. The more products and services are connected to the system, the more complex and versatile the assistant becomes. As these interfaces are required to facilitate conversations between humans and machines, they use intuitive artificial intelligence (AI) technologies to achieve that. The phone or desktop application interface you used to &#8220;speak&#8221; to Siri is what we call a conversational user interface.</p>
</p>
<p>The more and more you work on the onboarding, the easier it gets for them to interact with the interface. Everything would be pointless if you leave the users playing the guessing game about the functions and features your CUI is about to serve. This can be done with the help of an introductory message, animation, or speech bubble.</p>
<ul>
<li>This article examines these frequently asked questions that shroud conversational user interfaces (CUI) like virtual assistants, and how to best approach starting one for your business.</li>
<li>In messaging, we use emoticons, images, and gifs to convey our emotions and make a text less dry and soulless.</li>
<li>A chatbot employing machine learning is able to increasingly improve its accuracy.</li>
<li>Once you know your users and how you want to engage with them (through which interface style), you can begin designing full conversations.</li>
<li>This means higher staff satisfaction and a reduction in the costs of delivering the highest levels of customer service.</li>
</ul>
</p>
<p>Regardless of the chatbots’ usefulness for business, there’s a catch. Conversational interfaces have been gaining a lot of attention lately, particularly in a world where digital conversations are becoming more common. The technological advancements of the last few years have made “talking to devices” an everyday concept. However, there’s still a way to go before conversational UI reaches its full potential. To bring these abstract questions into tangible scenarios and speculative product concepts.</p>
</p>
<p>However, when queries are more complex, consumers may become frustrated depending on the bot used. With Hubtype, you can build modern conversational user interfaces with our full-stack serverless framework. Your team can quickly develop production-ready conversational apps and launch them within minutes.</p>
<div style='border: grey dashed 1px;padding: 10px;'>
<h3>The Evolution of Conversation Design in the ChatGPT Era Part 2 &#8211; Voicebot Podcast Ep 338 &#8211; Voicebot.ai</h3>
<p>The Evolution of Conversation Design in the ChatGPT Era Part 2 &#8211; Voicebot Podcast Ep 338.</p>
<p>Posted: Fri, 14 Jul 2023 07:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMidmh0dHBzOi8vdm9pY2Vib3QuYWkvMjAyMy8wNy8xNC90aGUtZXZvbHV0aW9uLW9mLWNvbnZlcnNhdGlvbi1kZXNpZ24taW4tdGhlLWNoYXRncHQtZXJhLXBhcnQtMi12b2ljZWJvdC1wb2RjYXN0LWVwLTMzOC_SAQA?oc=5' rel="nofollow">source</a>]</p>
</div>
</p>
<p>Voice user interface (VUI) operates based on Artificial Intelligence, Machine Learning, and Voice Recognition technologies. You can take help from a top UX designing agencies in India if you need any assistance for the same. From traditional drop-down lists, buttons, and carousels, to a new era of chatbots and conversational interfaces, UI has come a long way. If you struggle to understand what your users want, a conversational user interface is a perfect tool to get know your customers better. A conversational user interface allows customers to search, purchase, fill in forms, and many other actions directly in an AI shopping bot.</p>
</p>
<p>Users can interact with their bot through text, voice, and button options. Lark&nbsp;is a digital healthcare company that offers services in various sectors. It keeps track of your daily activities like food habits and sleeping patterns and aims at improving your fitness and health. It helps people in reducing weight and also focuses on reducing stress and anxiety among people. Duolingo understood that the most significant problem they would face would be helping users effectively learn a language.</p>
</p>
<p>Whether it’s first responders looking for the highest priority incidents or customers experiencing common issues, their inquiry can be quickly resolved. Additionally, people are hard-wired to equate the sound of human speech with personality. Businesses get the opportunity to demonstrate the human side of their brand.</p>
<p><h2>Conversational User Interface (CUI)</h2>
</p>
<p>It’s easier to keep track of what’s in the cart, have questions answered, and complete the sale. Customer support agents are the perfect fit to learn how to responsibly train and manage the automated support system behind Conversational UIs. The bot even jokes around with the user, which helps the conversation user interface feel more playful and fun.</p>
</p>
<p>After introducing the chatbot, 70% of its orders came from this channel. Technological advancements of the past decade have revived the “simple” concept of talking to our devices. More and more brands and businesses are swallowed by the hype in a quest for more personalized, efficient, and convenient customer interactions.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="307px" alt="conversational user interface"/></p>
</p>
<p>In healthcare, CUIs can assist in diagnosing symptoms or providing medical information. In smart homes, CUIs can control devices and automate daily tasks based on voice commands. Chatbots and voice assistants can be used for repetitive processes that often can be automated. That is why customer service was the first to adopt chatbots and make&#8230;</p>
</p>
<p>NLP enables CUIs to parse user inputs, identify keywords and phrases, and determine appropriate responses based on the context, thus making the interaction more intuitive and engaging. Additionally, create a personality for your bot or assistant to make it natural and authentic. It can be a fictional character or even something that is now trying to mimic a human – let it be the personality that will make the right impression for your specific users. These challenges are important to understand when developing a specific conversational UI design. A lot can be learned from past experiences, which makes it possible to prevent these gaps from reaching their full potential. The technology behind the conversational interface can both learn and self-teach, which makes it a continually evolving, intelligent mechanism.</p>
<p><h2>What is a Conversational UI and why does it matter?</h2>
</p>
<p>User conversation interfaces have many different practical applications. So, let&#8217;s talk about what UI Designers can learn from conversational user interfaces such as voice assistants, automated messaging platforms, and video games. As far as industries go, real estate is the top industry profiting the most from conversational user interfaces like chatbots.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="309px" alt="conversational user interface"/></p>
</p>
<p>Even though we often use virtual assistants as consumers, not many understand what goes behind the scene. This article examines these frequently asked questions that shroud conversational user interfaces (CUI) like virtual assistants, and how to best approach starting one for your business. New software has also been developed to enable telehealth chatbots that are HIPPA compliant and completely confidential.</p>
</p>
<p>Many existing applications are already designed to have an intuitive interface. However, conversational interfaces require even less effort to get familiar with because speaking is something everyone does naturally. Voice-operated technologies become a seamless part of a users’ daily life and work. For example, there was a computer program ELIZA that dates back to the 1960s. But only with recent advancements in machine learning, artificial intelligence and NLP, have chatbots started to make a real contribution in solving user problems.</p>
</p>
<p>Provide chatbots to address select situations and for customers looking for after-hour answers and updates while providing the option to speak with a human representative. Finding and initiating a conversation with CNN is easy, and the chatbot asks questions to deliver a personalized experience. While a user interface should be intuitive enough that users can figure out how to use it without consulting documentation, there may be times when you need to provide instructions. In situations like these, help and documentation should be easy to find. Having a dedicated AI virtual assistant for your business is a great way to build a persona. With a strong understanding of the business logic and AI logic flow, there can be endless possibilities of what your given virtual assistant can do.</p>
</p>
<p>It also allows businesses to embed their personality into conversational UI, encouraging customers to forge an emotional connection with the brand. Highly advanced bots can target a range of human conversational elements like compassion, humour, and empathy. A conversation UI platform blending all these elements can ultimately lead to a wholesome customer experience. You can foun additiona information about <a href="https://scienceprog.com/metadialog-addressing-customer-service-challenges-through-ai-powered-support-solutions/">ai customer service</a> and artificial intelligence and NLP. The goal of Conversational User Interface is to address customer needs and enhance customer engagement through conversations. Every bot has its limitations, be it technical limitations or its lack of ability to replicate human interactions. In such cases, it is ideal transferring the chat to a live agent instead.</p>
</p>
<p>In recent years, more and more customers have been switching to digital channels for their shopping, with 2.14 billion people shopping online. It helps by creating a better way for brands to interact with their customers online and improves user engagement and customer satisfaction. Since these tools have multiple variations of voice requests, users can communicate with their device as they would with a person.</p>
</p>
<p>The most stunning example of a chatbot’s personality I’ve ever seen is an AI-driven bot Kuki (formerly known as Mitsuku). Ensuring that any programmed biases, business objectives and end-user needs are aligned is critical if we want to avoid unintended consequences. Understandable behaviour and transparent, well-aligned objectives are vital for CUI development that respects user privacy, autonomy, and builds trust. There is a need to consider the trade-offs between personalised, adaptive CUIs and more predictable, standardised interfaces. For each application of a CUI we will need to consider how to meet unique user needs without sacrificing accessibility.</p>
</p>
<p>Over the years, Dominos has introduced different ways through which customers can order food. The coronavirus lockdown between March 11  April 30 increased Duolingos users by&nbsp;30 million people. These statistics show the magnitude of Duolingo and its CUIs success. <a href="https://www.metadialog.com/blog/guide-into-conversational-ui/">conversational user interface</a> As you learn more words, the difficulty levels increase, giving you thorough learning of the entire language. If you get stuck and dont know how to reply during the conversation, you can also use the help me reply option to get assistance from the bots.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/key-principles-of-conversational-user-interfaces/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>7 Best Conversational AI Chatbots for Ecommerce in 2023</title>
		<link>https://itgrunts.com/7-best-conversational-ai-chatbots-for-ecommerce-in/</link>
					<comments>https://itgrunts.com/7-best-conversational-ai-chatbots-for-ecommerce-in/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Tue, 07 Nov 2023 12:58:34 +0000</pubDate>
				<category><![CDATA[AI Chatbot News]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13742</guid>

					<description><![CDATA[Everything You Need to Know About Ecommerce Chatbots in 2024 Fody Foods sells their specialty...]]></description>
										<content:encoded><![CDATA[<p><h1>Everything You Need to Know About Ecommerce Chatbots in 2024</h1>
</p>
<p><img decoding="async" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="300px" alt="bot for online shopping"/></p>
</p>
<p>Fody Foods sells their specialty line of trigger-free products for people with digestive conditions and allergies. Since their customers need to be extra cautious of what they’re eating, many have questions about specific ingredients used in the products. Social commerce is what happens when savvy marketers take the best of eCommerce and combine it with social media. Use those insights to improve user experience and internal processes. Use Google Analytics, heat maps, and any other tools that let you track website activity.</p>
</p>
<p>This means that every product recommendation they provide is not just random; it&#8217;s curated specifically for the individual user, ensuring a more personalized shopping journey. One of the major advantages of shopping bots over manual searching is their efficiency and accuracy in finding the best deals. Whether it&#8217;s a last-minute birthday gift or a late-night retail therapy session, shopping bots are there to guide and assist.</p>
</p>
<p>However, if you want a sophisticated bot with AI capabilities, you will need to train it. The purpose of training the bot is to get it familiar with your FAQs, previous user search queries, and search preferences. When the bot is built, you need to consider integrating it with the choice of channels and tools. This integration will entirely be your decision, based on the business goals and objectives you want to achieve. By managing your traffic, you&#8217;ll get full visibility with server-side analytics that helps you detect and act on suspicious traffic. For example, the virtual waiting room can flag aggressive IP addresses trying to take multiple spots in line, or traffic coming from data centers known to be bot havens.</p>
<p><h2>How to identify an ecommerce bot problem</h2>
</p>
<p>This frees up human customer service representatives to handle more complex issues and provides a better overall customer experience. Insyncai is a shopping boat specially made for eCommerce website owners. It can improve various aspects of the customer experience to boost sales and improve satisfaction. For instance, it offers personalized product suggestions and pinpoints the location of items in a store. The app also allows businesses to offer 24/7 automated customer support.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="309px" alt="bot for online shopping"/></p>
</p>
<p>As are popular collectible toys such as Funko Pops and emergent products like NFTs. In 2021, we even saw bots turn their attention to vaccination registrations, looking to gain a competitive advantage and profit from the pandemic. Every time the retailer updated stock, so many bots hit that the website of America’s largest retailer crashed several times throughout the day.</p>
<p><h2>Effective Use of Chatbots in the Retail Industry</h2>
</p>
<p>Moreover, these bots can integrate interactive FAQs and chat support, ensuring that any queries or concerns are addressed in real-time. Some advanced bots even offer price breakdowns, loyalty points redemption, and instant coupon application, ensuring users get the best value for their money. Shopping bots come to the rescue by providing smart recommendations and product comparisons, ensuring users find what they&#8217;re looking for in record time. Be it a midnight quest for the perfect pair of shoes or an early morning hunt for a rare book, shopping bots are there to guide, suggest, and assist.</p>
</p>
<p>Now that you have decided between a framework and platform, you should consider working on the look and feel of the bot. Here, you need to think about whether the bot’s design will match the style of your website, brand voice, and brand image. If the shopping bot does not match your business’ style and voice, you won’t be able to deliver consistency in customer experience. With online shopping bots by your side, the possibilities are truly endless. Chatfuel’s user-friendly interface makes it suitable for beginners with little to no technical expertise to create chatbots.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="300px" alt="bot for online shopping"/></p>
</p>
<p>By sticking to these best practices, you can ensure that your ecommerce chatbot becomes a valuable asset to your business that enhances client communication and drives growth. Using a chatbot in ecommerce introduces a whole new level of customer-business interaction. To fully harness their potential, however, adopting certain practices is crucial. You can simply drag and drop the building blocks using these nodes, then connect them to create a chatbot conversation flow. I’m sure that this type of shopping bot drives Pura Vida Bracelets sales, but I’m also sure they are losing potential customers by irritating them. I love and hate my next example of shopping bots from Pura Vida Bracelets.</p>
</p>
<p>Even if there was, bot developers would work tirelessly to find a workaround. That’s why just 15% of companies report their anti-bot solution retained efficacy a year after its initial deployment. When Walmart.com released the PlayStation 5 on Black Friday, the company says it blocked more than 20 million bot attempts in the sale’s first 30 minutes. Every time the retailer updated the stock, so many bots hit that the website of America’s largest retailer crashed several times throughout the day.</p>
</p>
<p>Mattress retailer Casper created InsomnoBot, a chatbot that interacted with night owls from 11pm-5am. Use your retail bot to provide faster service, but not at the expense of frustrating your customers who would rather speak to a person. Many ecommerce brands experienced growth in 2020 and 2021 as lockdowns closed brick-and-mortar shops. French beauty retailer Merci Handy, who has made colorful hand sanitizers since 2014, saw a 1000% jump in ecommerce sales in one 24-hour period. Sometimes, customers need a human to guide their purchase, but often, they only need a basic question answered, or a quick product recommendation. They ship serious volumes of products and are prominent on social media in 130 countries.</p>
</p>
<p>They can walk through aisles, pick up products, and even interact with virtual sales assistants. This level of immersion blurs the lines between online and offline shopping, offering a sensory experience that traditional e-commerce platforms can&#8217;t match. By analyzing search queries, past purchase history, and even browsing patterns, shopping bots can curate a list of products that align closely with what the user is seeking. In the ever-evolving landscape of e-commerce, they are truly the unsung heroes, working behind the scenes to revolutionize the way we shop. The true magic of shopping bots lies in their ability to understand user preferences and provide tailored product suggestions. They are designed to identify and eliminate these pain points, ensuring that the online shopping journey is as smooth as silk.</p>
</p>
<p>In fact, Shopify says that one of their clients, Pure Cycles, increased online revenue by 14% using abandoned cart messages in Messenger. This is an advanced AI chatbot that serves as a shopping assistant. It works through multiple-choice identification of what the user prefers.</p>
<div style='border: grey solid 1px;padding: 11px;'>
<h3>OpenAI Lets Mom-and-Pop Shops Customize ChatGPT &#8211; The New York Times</h3>
<p>OpenAI Lets Mom-and-Pop Shops Customize ChatGPT.</p>
<p>Posted: Mon, 06 Nov 2023 08:00:00 GMT [<a href='https://news.google.com/rss/articles/CBMiSGh0dHBzOi8vd3d3Lm55dGltZXMuY29tLzIwMjMvMTEvMDYvdGVjaG5vbG9neS9vcGVuYWktY3VzdG9tLWNoYXRncHQuaHRtbNIBAA?oc=5' rel="nofollow">source</a>]</p>
</div>
</p>
<p>On top of these recommendations, retailers should be sure to work with an experienced chatbot provider. Retail chatbots are AI-powered live chat agents who can answer customer questions, provide quick customer support, and upsell products online—24/7. What’s driving the ecommerce chatbot revolution—a market that’s expected to hit $1.25 billion by 2025? Cost savings, better customer service, and multi-channel interactions at scale.</p>
</p>
<p>A chatbot may automate the process, but the interaction should still feel human-like. This can be achieved by programming the chatbot’s responses to echo your brand voice, giving your chatbot a personality, and using everyday language. Moreover, make sure to allow an easy path for the customer to connect with a human representative when needed. Appy Pie allows you to integrate your shopping bot with your online store or eCommerce platform seamlessly. This integration enables the bot to access real-time product information, inventory, and pricing, ensuring that the recommendations and information it provides are up-to-date. With an effective shopping bot, your online store can boast a seamless, personalized, and efficient shopping experience &#8211; a sure-shot recipe for ecommerce success.</p>
</p>
<p>Virtual shopping assistants are invaluable to online retailers and will be a necessary platform for forward-thinking retail businesses. However, each retailer is unique, so it’s essential to understand how to effectively implement eCommerce chatbots for each retail business’s needs. Virtual shopping assistants are quickly becoming a staple in the retail industry, especially with younger generations. There are many reasons for this preference, ranging from response time to personalized answers. As a result,&nbsp;65% of American shoppers&nbsp;prefer self-service through tools like chatbots. This could range from product recommendations to special deals personalized for them.</p>
</p>
<p>This results in a faster checkout process, as the bot can auto-fill necessary details, reducing the hassle of manual data entry. Moreover, in an age where time is of the essence, these bots are available 24/7. Whether it&#8217;s a query about product specifications in the wee hours of the morning or seeking the best deals during a holiday sale, shopping bots are always at the ready. If you want to test this new technology for free, you can try chatbot and live chat software for online retailers now. All you need is a chatbot provider and auto-generated integration code or a plugin.</p>
</p>
<p>These sophisticated tools are designed to cut through the noise and deliver precise product matches based on user preferences. The majority of shopping assistants are text-based, but some of them use voice technology too. In fact, about 45 million digital shoppers from the United States used a voice assistant while browsing online stores in 2021. It helps store owners increase sales by forging one-on-one relationships. The Cartloop Live SMS Concierge service can guide customers through the purchase journey with personalized recommendations and 24/7 support assistance. Shopping bots are virtual assistants on a company’s website that help shoppers during their buyer’s journey and checkout process.</p>
</p>
<p>They cover reviews, photos, all other questions, and give prospects the chance to see which dates are free. This provision of comprehensive product knowledge enhances customer trust and lays the foundation for a long-term relationship. There&#8217;s no denying that the digital revolution has drastically altered the retail landscape. Understanding the potential roles these tech-savvy assistants can play is essential to ensure this. For instance, manually answering frequent queries like &#8216;When will my order arrive? They have intelligent algorithms at work that analyze a customer&#8217;s browsing history and preferences.</p>
</p>
<p>This level of precision ensures that users are always matched with products that are not only relevant but also of high quality. This not only fosters a deeper connection between the brand and the consumer but also ensures that shopping online is as interactive and engaging as walking into a physical store. Shopping bots are equipped with sophisticated algorithms that analyze user behavior, past purchases, and browsing patterns.</p>
</p>
<p>The platform, suitable for both technical and non-technical users, offers strong administrative tools, scalable security, and adherence to all legal requirements. Learn the basics of ecommerce chatbots, their benefits, and how you can use them to improve customer satisfaction and drive sales. With more and more customer-business conversations happening online, automated messaging tools are more helpful than ever. Find out how to use Instagram chatbots to scale sales on the platform. The best chatbots answer questions about order issues, shipping delays, refunds, and returns.</p>
<p><img decoding="async" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src="data:image/jpeg;base64,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" width="308px" alt="bot for online shopping"/></p>
</p>
<p>The results are shown in a slide-like panel where you can see the product’s picture, name, price, and rating. The tool also shows its own recommendation from the list of products, along with a brief description of its features and why it thinks it suits you best. After deploying the bot, the key responsibility is to monitor the analytics regularly. It’s equally important to collect the opinions of customers as then you can better understand how effective your bot is.</p>
</p>
<p>Some shopping bots even have automatic cart reminders to reengage customers. These solutions aim to solve e-commerce challenges, such as increasing sales or providing 24/7 customer support. A shopping bot is an autonomous program designed to run tasks that ease the purchase and sale of products. For instance, it can directly interact with users, asking a series of questions and offering product recommendations.</p>
</p>
<p>The platform offers an easy-to-use visual builder interface and&nbsp;chatbot templates&nbsp;to speed up the process of creating your bots. In addition, you’ll be able to use Lyro, Tidio’s conversational AI capable of answering client questions in a natural, human-like manner. With the digital shopping landscape in constant evolution, ecommerce chatbots have emerged as essential tools for enhancing customer experience and boosting sales. They provide instant customer support, offer product suggestions, and even facilitate transactions.</p>
</p>
<p>From product descriptions, price comparisons, and customer reviews to detailed features, bots have got it covered. Even in complex cases that bots cannot handle, they efficiently forward the case to a human agent, ensuring maximum customer satisfaction. This leads to quick and accurate resolution of customer queries, contributing to a superior customer experience. With predefined conversational flows, bots streamline customer communication and answer FAQs instantly.</p>
</p>
<p>This ongoing interaction encourages repeat purchases and has the potential to boost customer loyalty in the long run. Let’s check out the key areas where ecommerce chatbots can prove to be useful. We will explain why your online store needs an ecommerce chatbot, offer a handful of solutions to choose from, and show you the best examples on the market. Undoubtedly, the &#8216;best shopping bots&#8217; hold the potential to redefine retail and bring in a futuristic shopping landscape brimming with customer delight and business efficiency. Be it a question about a product, an update on an ongoing sale, or assistance with a return, shopping bots can provide instant help, regardless of the time or day. Personalization is one of the strongest weapons in a modern marketer&#8217;s arsenal.</p>
</p>
<p>It offers a variety of rich features, like reaching customers via text or using a QR code. Moreover, you can redirect people who click on your ads straight to the Messenger bot and automate replying to FB comments. Apart from Messenger and Instagram bots, the platform integrates with Shopify, which helps you&nbsp;recover abandoned carts.</p>
</p>
<p>Giosg AI chatbot for eCommerce uses Natural Language Processing(NLP) to match customer questions to requests in its knowledge base. Enter Giosg AI enables you to build knowledge bases with your chat logs and live conversation history. WhatsApp has more than 2.4 billion users worldwide, and with the  WhatsApp Business API, ecommerce businesses now have an opportunity to tap into this user base for marketing. There could be a number of reasons why an online shopper chooses to abandon a purchase.</p>
</p>
<p>Grow your online and in-store sales with a conversational AI retail chatbot by Heyday by Hootsuite. Retail bots improve your customer’s shopping experience, while allowing your service team to focus on higher-value interactions. Shopify users can check out Hootsuite’s guide called How to Use a Shopify Chatbot to Make Sales Easier. This highlights the different ways chatbots improve Shopify ecommerce stores’ customer support. When a customer has a question about a product and they want an answer before they buy, a chatbot can be there to help. Some ecommerce chatbots, like Heyday, do this in multiple languages.</p>
<ul>
<li>After asking a few questions regarding the user’s style preferences, sizes, and shopping tendencies, recommendations come in multiple-choice fashion.</li>
<li>It had been several years since either Sony or Microsoft had released a gaming console, and the products launched at a time when more people than ever were video gaming.</li>
<li>They can pick up on patterns and trends, like a sudden interest in sustainable products or a shift towards a particular fashion style.</li>
<li>We mentioned at the beginning of this article a sneaker drop we worked with had over 1.5 million requests from bots.</li>
</ul>
</p>
<p>One of the standout features of shopping bots is their ability to provide tailored product suggestions. Moreover, with the integration of AI, these bots can preemptively address common queries, reducing the need for customers to reach out to customer service. This not only speeds up the shopping process but also enhances customer satisfaction. Furthermore, with advancements in AI and machine learning, shopping bots are becoming more intuitive and human-like in their interactions. As chatbot technology continues to evolve, businesses will find more ways to use them to improve their customer experience. Let’s start with an example that is used by not just one company, but several.</p>
</p>
<p>Customers can also have any questions answered 24/7, thanks to Gobot’s AI support automation. Yellow.ai, formerly Yellow Messenger, is a fully-fledged conversation CX platform. Its customer support automation solution includes an AI bot that can resolve customer <a href="https://www.metadialog.com/blog/online-shopping-bots/">bot for online shopping</a> queries and engage with leads proactively to boost conversations. The conversational AI can automate text interactions across 35 channels. Simple product navigation means that customers don&#8217;t have to waste time figuring out where to find a product.</p>
<p><a href="https://www.metadialog.com/blog/online-shopping-bots/"></p>
<figure><img src='data:image/jpeg;base64,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' alt='bot for online shopping' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='408px'/></figure>
<p></a></p>
</p>
<p>This not only boosts sales but also enhances the overall user experience, leading to higher customer retention rates. This enables the bots to adapt and refine their recommendations in real-time, ensuring they remain relevant and engaging. Moreover, these bots are available 24/7, ensuring that user queries are addressed anytime, anywhere.</p>
</p>
<p>You can create bots that provide checkout help, handle return requests, offer 24/7 support, or direct users to the right products. This bot for buying online helps businesses automate their services and create a personalized experience for customers. The system uses AI technology and handles questions it has been trained on. On top of that, it can recognize when queries are related to the topics that the bot’s been trained on, even if they’re not the same questions. You can also quickly build your shopping chatbots with an easy-to-use bot builder.</p>
<ul>
<li>Just take or upload a picture of the item, and the artificial intelligence engine will recognize and match the products available for purchase.</li>
<li>Create the perfect cover letter effortlessly with the top AI cover letter generators for professional, personalized job applications.</li>
<li>Retail bots, with their advanced algorithms and user-centric designs, are here to change that narrative.</li>
<li>Despite various applications being available to users worldwide, a staggering percentage of people still prefer to receive notifications through SMS.</li>
<li>They can choose to engage with you on your online store, Facebook, Instagram, or even WhatsApp to get a query answered.</li>
</ul>
</p>
<p>Additionally, chatbots give you the ability to gauge negative feedback before it goes online, so you can resolve a customer issue before it gets posted about. According to a 2022 study by Tidio, 29% of customers expect getting help 24/7 from chatbots, and 24% expect a fast reply. Given that 22% of Americans don’t speak English at home, offering support in multiple languages isn’t a “nice to have,” it’s a must. Combining your social listening tools with the insights your chatbot provides gives you an accurate snapshot of where you currently stand with your customers and the public. Kusmi launched their retail  bot in August 2021, where it handled over 8,500 customer chats in 3 months with 94% of those being fully automated.</p>
</p>
<p>However, the AI doesn’t ask further questions, unlike other tools, so you’ll have to follow up yourself. Here is a quick summary of the best AI shopping assistant tools I’ll be discussing below. While we might earn commissions, which help us to research and write, this never affects our product reviews and recommendations.</p>
</p>
<p>For instance, you can qualify leads by asking them questions using the Messenger Bot or send people who click on Facebook ads to the conversational bot. The platform is highly trusted by some of the largest brands and serves over 100 million users per month. AI assistants can automate the purchase of repetitive and high-frequency items.</p>
</p>
<p>Manifest AI is a GPT-powered AI shopping bot that helps Shopify store owners increase sales and reduce customer support tickets. You can foun additiona information about <a href="https://www.cravingtech.com/ai-customer-service-all-you-need-to-know.html">ai customer service</a> and artificial intelligence and NLP. It can be installed on any Shopify store in 30 seconds and provides 24/7 live support. A shopping bot is a software program that can automatically search for products online, compare prices from different retailers, and even place orders on your behalf. Shopping bots can be used to find the best deals on products, save time and effort, and discover new products that you might not have found otherwise.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/7-best-conversational-ai-chatbots-for-ecommerce-in/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Is There Bias in Corporate World with Israel-Hamas Conflict?</title>
		<link>https://itgrunts.com/is-there-bias-in-corporate-world-with-israel-hamas-conflict/</link>
					<comments>https://itgrunts.com/is-there-bias-in-corporate-world-with-israel-hamas-conflict/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Fri, 13 Oct 2023 23:26:44 +0000</pubDate>
				<category><![CDATA[Politics]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13705</guid>

					<description><![CDATA[When Russia invaded Ukraine in full force last year, the reaction from the business sector...]]></description>
										<content:encoded><![CDATA[
<p>When Russia invaded Ukraine in full force last year, the reaction from the business sector was both immediate and vocal. Corporate powerhouses ranging from Adidas and Disney to Bank of America and Toyota openly supported Ukraine, both financially and morally. High-profile CEOs like Apple&#8217;s Tim Cook and Citi Group&#8217;s Jane Fraser wore Ukrainian flag lapel pins in a show of unity. Companies like ExxonMobil and Unilever didn&#8217;t mince words in their condemnation of Russia. In the end, over 1,000 businesses committed to reducing or completely halting operations in Russia.</p>



<p>Contrast this with the more subdued corporate response to the conflict between Israel and Hamas. Many of the companies that spoke out on Ukraine have remained silent on the Middle East issue. Those that have commented, such as Microsoft, Google, and Goldman Sachs, have generally supported Israel and condemned Hamas, especially after an attack that resulted in significant casualties. However, these companies have been largely quiet about Israel&#8217;s counterattacks in Gaza, despite substantial loss of life.</p>



<p>The Israel-Palestine issue is a thorny one for companies that pride themselves on their social justice initiatives, according to industry experts. Rahat Kapur, editor of Campaign Asia, notes that the conflict&#8217;s intricate historical context and sensitive nature make it a difficult issue for companies to navigate. Firms often face backlash for taking simplified stances that resonate poorly with discerning consumers.</p>



<p>In Western countries, where Hamas is commonly labeled as a &#8220;terrorist&#8221; organization, openly supporting Palestine is fraught with risks. Most expressions of solidarity have been limited to small organizations rather than large corporations.</p>



<p>There&#8217;s also been a lack of corporate condemnation of the most deadly attack within Israel since its founding. Public sentiment is mixed when it comes to the role businesses should play in socio-political issues. While a majority of American consumers think companies should take public stances, many would also boycott brands that don&#8217;t align with their views.</p>



<p>Felipe Thomaz, an associate professor at Oxford&#8217;s Said Business School, believes that the stakes are particularly high during times of war. Brands taking positions that go against the majority of their customer base risk alienating them, making it a risky endeavor.</p>



<p>In summary, corporations seem to tread more cautiously on the Israel-Hamas conflict than they</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/is-there-bias-in-corporate-world-with-israel-hamas-conflict/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Israeli Biotech Firm Unveils Ground-Breaking Drug!</title>
		<link>https://itgrunts.com/israeli-biotech-firm-unveils-ground-breaking-drug/</link>
					<comments>https://itgrunts.com/israeli-biotech-firm-unveils-ground-breaking-drug/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Fri, 13 Oct 2023 16:17:45 +0000</pubDate>
				<category><![CDATA[News]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13697</guid>

					<description><![CDATA[Despite recent violent events in the country, Israeli biotech firm Mana.bio remains steadfast in its...]]></description>
										<content:encoded><![CDATA[
<p>Despite recent violent events in the country, Israeli biotech firm Mana.bio remains steadfast in its plans to unveil its groundbreaking programmable drug treatment. The startup leverages a unique AI methodology termed liquid nanoparticles (LNP) to craft bespoke drug therapies.</p>



<p>Mana.bio&#8217;s blend of experimental procedures and AI streamlines the production of drug delivery formulations, revolutionizing nucleic acid-based and genetic medicines. As the firm&#8217;s CEO, Yogev Debbi, elaborates, &#8220;Our cutting-edge platform paves the way for the next generation of quicker, smarter, and pinpoint-accurate drug delivery systems.&#8221;</p>



<p>The company&#8217;s innovative solution focuses on RNA therapies, heralded for their potential in combating infections, cancers, and specific genetic ailments. Yet, as Debbi points out, the instability of RNA molecules poses challenges. &#8220;Directly administering RNA to human cells isn&#8217;t feasible due to their fragile nature. They necessitate a protective carrier, ensuring their safe delivery to the targeted cells,&#8221; explains Debbi.</p>



<p>In addition to emerging from its stealth mode, Mana.bio also declared a $19.5 million seed funding spearheaded by reputed names like Andreessen Horowitz Bio + Health, Base4 Capital, and others.</p>



<p>Debbi had scheduled a trip to San Diego to present academic papers detailing the startup&#8217;s drug discovery vision. However, unforeseen circumstances following the recent disturbances disrupted these plans. The startup&#8217;s years of covert research culminated in this week&#8217;s disclosure. Despite the tangible benefits of accelerated drug discovery, deciding on the next steps amidst the chaos was challenging.</p>



<p>Reflecting on the situation, Debbi remarked, &#8220;In Israel, we&#8217;re grappling with an unprecedented crisis. The gravity of this situation surpasses anything I&#8217;ve experienced in my life.&#8221; The aftermath of the disturbances led to the cancellation of all outbound flights from Israel, rendering Debbi&#8217;s presentation infeasible. Yet, he emphasizes the significance of persevering, especially considering the potential global impact of their work.</p>



<p>He adds, &#8220;We&#8217;re unwavering in our commitment to our mission, collaborators, and the countless individuals who could gain from our techniques. Drug development is our calling.&#8221;</p>



<p>Launching a startup, particularly in the unpredictable realm of biotech, is a formidable challenge. Introducing one amidst conflict escalates these complexities. Despite adversity, the firm remains resolute.</p>



<p>Debbi concludes, &#8220;Though times are tough, with daily news weighing heavy on our hearts, we possess both the privilege and duty to forge ahead. This is a testament to our team&#8217;s spirit, our nation&#8217;s resilience, and our message to the world.&#8221;</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/israeli-biotech-firm-unveils-ground-breaking-drug/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>You Won’t Believe How Many Gadgets We Throw Away Each Year: The Shocking Truth About ‘Fast Tech’ E-Waste!</title>
		<link>https://itgrunts.com/you-wont-believe-how-many-gadgets-we-throw-away-each-year-the-shocking-truth-about-fast-tech-e-waste/</link>
					<comments>https://itgrunts.com/you-wont-believe-how-many-gadgets-we-throw-away-each-year-the-shocking-truth-about-fast-tech-e-waste/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Thu, 12 Oct 2023 22:00:49 +0000</pubDate>
				<category><![CDATA[News]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13699</guid>

					<description><![CDATA[A staggering 471 million small electronic gadgets like charging cables, LED lights, mini fans, and...]]></description>
										<content:encoded><![CDATA[
<p>A staggering 471 million small electronic gadgets like charging cables, LED lights, mini fans, and single-use vape pens were discarded last year, according to a study by Material Focus. These &#8220;Fast Tech&#8221; products, akin to the fast fashion industry, represent the fastest growing segment of electronic waste.</p>



<p>It&#8217;s not just about waste; the average household reportedly has around 30 idle electronics gathering dust. Yet these items harbor precious raw materials that are ripe for recycling.</p>



<p>Material Focus, a non-profit organization, obtained these insights from a survey conducted by Opinium Research, which involved 2,000 participants. The data reveals that the UK alone tossed out:</p>



<ul class="wp-block-list">
<li>260 million disposable vape pens</li>



<li>30 million assorted lights</li>



<li>26 million cables</li>



<li>10 million USB drives</li>



<li>7 million wireless earbuds</li>



<li>5 million mini fans</li>
</ul>



<p>With an average price tag of just £4, it&#8217;s easy for consumers to regard these items as throwaways—even if they are not engineered to be disposable. However, these gadgets contain valuable components like copper and lithium batteries that can be reclaimed through proper recycling.</p>



<p>Scott Butler, the Executive Director of Material Focus, emphasized, &#8220;Consumers often discard these items without recognizing their intrinsic value. Our mission is to inform people that anything with a plug, battery, or cable can—and should—be recycled.&#8221;</p>



<p>Globally, the scenario is no different. A staggering 9 billion kilograms of cables, toys, vapes, and other novelty items are disposed of annually, often not even identified as e-waste, says a report by the Waste Electrical and Electronic Equipment Forum.</p>



<p>On a positive note, Material Focus&#8217;s study indicates that electrical waste has actually been decreasing since 2017. This reduction is attributed to both lighter electronics and improved recycling practices; now, 60% of people claim to recycle their electronic items.</p>



<p>Nevertheless, Nadiya Catel-Arutyunova, a sustainability adviser at the British Retail Consortium, reminds us that &#8220;Retailers selling electronics are obligated to assist customers in the responsible disposal of their old electronic goods, irrespective of where they were initially bought.&#8221;</p>



<p>It&#8217;s time we view our e-waste differently. These aren&#8217;t just disposable items; they&#8217;re resources waiting to be reused.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/you-wont-believe-how-many-gadgets-we-throw-away-each-year-the-shocking-truth-about-fast-tech-e-waste/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Auto Generative Videos From Adobe!</title>
		<link>https://itgrunts.com/auto-generative-videos-from-adobe/</link>
					<comments>https://itgrunts.com/auto-generative-videos-from-adobe/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Thu, 12 Oct 2023 18:20:21 +0000</pubDate>
				<category><![CDATA[News]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13693</guid>

					<description><![CDATA[Adobe has unveiled its cutting-edge generative fill feature named &#8220;Project Fast Fill&#8221;, leveraging the prowess...]]></description>
										<content:encoded><![CDATA[
<p>Adobe has unveiled its cutting-edge generative fill feature named &#8220;Project Fast Fill&#8221;, leveraging the prowess of artificial intelligence to seamlessly add or subtract objects within videos. This exciting AI-driven feature was amongst the many groundbreaking announcements made at Adobe&#8217;s MAX conference. What&#8217;s captivating about Project Fast Fill is its ability to interchange clothing accessories on moving individuals or even erase tourists from a panoramic landscape view.</p>



<p>Its functionality is reminiscent of Google&#8217;s Magic Editor. While the latter manipulates people or objects within photographs, Fast Fill operates within the realm of videos. It aims to achieve what Adobe&#8217;s Project Stardust accomplishes for photographs, such as modifying colors based simply on a text input. This marvel of generative AI is powered by Adobe&#8217;s refreshed Firefly AI algorithms.</p>



<p>Image: Adobe</p>



<p>However, it&#8217;s crucial to note that Project Fast Fill is, at this point, an experimental endeavor by Adobe&#8217;s brilliant engineers. But history has shown that such innovative features, as demonstrated in prior Adobe conferences, often find their way to the hands of Creative Cloud users. Adobe envisions this new feature benefiting users of Premiere Pro and After Effects, though no official launch date is set.</p>



<p>But that&#8217;s not all. Adobe continues to expand its horizons with AI-driven editing technologies encompassing video, audio, and even 3D design. For instance, &#8220;Project Dub Dub Dub&#8221; possesses the ability to convert voices into multiple languages. &#8220;Scene Change&#8221; offers the capability to transition subjects to different scenes. &#8220;Res Up&#8221; enhances the quality of low-resolution videos, and &#8220;Project Poseable&#8221; can recreate 3D structures based on real-life human images and generate 3D visualizations from mere text prompts.</p>



<p>With AI-powered photo tools, like those seen in Google Pixel 8&#8217;s Magic Editor, becoming increasingly commonplace, the age-old question, &#8220;What really constitutes a photograph?&#8221; becomes more relevant. And now, with Adobe&#8217;s Project Fast Fill on the horizon, this paradigm-shifting capability might soon be accessible to a broader audience.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/auto-generative-videos-from-adobe/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Kia&#8217;s EV5: The Compact Electric SUV Enigma—Will It or Won&#8217;t It Hit the U.S. Market?</title>
		<link>https://itgrunts.com/kias-ev5-the-compact-electric-suv-enigma-will-it-or-wont-it-hit-the-u-s-market/</link>
					<comments>https://itgrunts.com/kias-ev5-the-compact-electric-suv-enigma-will-it-or-wont-it-hit-the-u-s-market/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Thu, 12 Oct 2023 15:54:13 +0000</pubDate>
				<category><![CDATA[GreenTech]]></category>
		<category><![CDATA[Science]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13689</guid>

					<description><![CDATA[Kia is on a roll with its electric vehicle lineup, introducing the compact SUV, the...]]></description>
										<content:encoded><![CDATA[
<p>Kia is on a roll with its electric vehicle lineup, introducing the compact SUV, the EV5, hot on the heels of its bigger counterpart, the EV9. While initially launching in China and South Korea, the global release of the EV5 is still up in the air. Moreover, its arrival in the United States remains a point of contention within Kia itself. While the CEO hints at a U.S. launch, other internal sources, including the PR team, suggest otherwise.</p>



<p>Why the ambiguity? One plausible explanation could be the new Inflation Reduction Act&#8217;s tax credit, a $7,500 incentive that the EV5 may not be eligible for, given it won&#8217;t be manufactured in North America. This could make it less competitive in the U.S. market.</p>



<p>Design-wise, the EV5 borrows heavily from its larger sibling, the EV9. It sports intriguing LED light signatures and a bold, blocky design. Despite its smaller stature—measuring 181.7 inches in length—it offers ample space, thanks to its taller roofline and squared-off form.</p>



<p>The interior is equally impressive, showcasing a dashboard dominated by dual 12.3-inch displays, along with a 5-inch climate control screen. A set of subtly placed haptic buttons offers quick access to commonly used features, though their positioning might lead to accidental touches.</p>



<p>Released earlier in China, the EV5 features an unusual, almost bench-like front seat design—exclusively for the Chinese market. Its utility is questionable, given its slightly elevated position and lack of safety restraints.</p>



<p>On the technical front, the EV5 shares the E-GMP electric vehicle platform with the EV6 and EV9 but lacks the 800-volt architecture, affecting its fast-charging capabilities. Kia claims a 30-minute charge time for a 30 to 80 percent battery boost, which is decent but not groundbreaking.</p>



<p>Multiple drivetrain configurations will be available, with varying battery sizes tailored for different markets. For instance, China will get a 64 kWh standard-range pack and an 88 kWh long-range pack. The vehicle will feature 214 hp in single-motor configurations and 308 hp for the dual-motor, all-wheel-drive version.</p>



<p>As for its range, Kia provides some eyebrow-raising figures—447 miles for the long-range model and 329 miles for the standard one, based on the more lenient CLTC standards.</p>



<p>Kia also plans to include updated versions of its Remote Smart Parking Assist and Highway Driving Assist technologies. However, if you&#8217;re expecting something along the lines of Ford&#8217;s BlueCruise or GM&#8217;s Super Cruise, you&#8217;ll have to wait.</p>



<p>So, will the EV5 make its way to the U.S.? That&#8217;s still a question mark. Kia representatives back the CEO&#8217;s assertion of a mid-2025 U.S. launch, but until there&#8217;s official confirmation, it remains speculative.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/kias-ev5-the-compact-electric-suv-enigma-will-it-or-wont-it-hit-the-u-s-market/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Intel Meteor Lake: A Deep Dive into Next-Gen Laptop Processors</title>
		<link>https://itgrunts.com/intel-meteor-lake-a-deep-dive-into-next-gen-laptop-processors/</link>
					<comments>https://itgrunts.com/intel-meteor-lake-a-deep-dive-into-next-gen-laptop-processors/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Thu, 21 Sep 2023 19:05:03 +0000</pubDate>
				<category><![CDATA[News]]></category>
		<category><![CDATA[Technology]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13685</guid>

					<description><![CDATA[Intel&#8217;s eagerly awaited next-generation laptop processors, codenamed Meteor Lake, are set to make their debut...]]></description>
										<content:encoded><![CDATA[
<p>Intel&#8217;s eagerly awaited next-generation laptop processors, codenamed Meteor Lake, are set to make their debut on December 14. While the availability of actual systems remains uncertain, this announcement marks an important step toward numerous laptop launches expected to be showcased at CES in January.</p>



<p>Meteor Lake&#8217;s key features have been the subject of speculation, with details emerging about its chiplet-based design, departure from existing branding, and substantial integrated GPU improvements. Here are some highlights from Intel&#8217;s recent Innovation event:</p>



<p><strong>Chiplet-Based Design</strong>: Meteor Lake is Intel&#8217;s first consumer processor to adopt a chiplet-based structure. Instead of a single monolithic die, it consists of four distinct &#8220;tiles&#8221; connected by a fifth base tile, facilitating communication among them. This packaging technology, termed &#8220;Foveros&#8221; by Intel, enables the assembly of chiplets on top of the base tile.</p>



<p><strong>Tile Breakdown</strong>:</p>



<ul class="wp-block-list">
<li><em>Compute Tile</em>: This houses the CPU, featuring six high-performance P-cores based on the Redwood Cove architecture and eight high-efficiency E-cores based on the Crestmont architecture.</li>



<li><em>Graphics Tile</em>: Responsible for graphics processing, Meteor Lake&#8217;s integrated GPU closely resembles an Intel Arc dedicated GPU, complete with hardware ray-tracing acceleration.</li>



<li><em>IO Tile</em>: Manages external connectivity, including PCI Express 5.0 lanes and Thunderbolt 4 support.</li>



<li><em>SoC Tile</em>: Arguably the most intriguing, it includes two additional Crestmont E-cores, the media encoding and decoding engine typically found in GPUs, and a neural processing unit (NPU) for AI and machine learning tasks. Additionally, it handles Wi-Fi, Bluetooth, and connections to external displays via HDMI 2.1 and DisplayPort 2.1.</li>
</ul>



<p>A noteworthy aspect of Meteor Lake is that not all tiles are produced by Intel. The compute tile, home to P-cores and most E-cores, utilizes Intel 4 process technology, an improvement over the Intel 7 process used in current Core chips. In contrast, the graphics, IO, and SoC tiles are manufactured using TSMC&#8217;s 5 nm and 6 nm processes.</p>



<p>Intel has increasingly relied on TSMC&#8217;s manufacturing for various components, including its Arc GPUs, reflecting its ongoing efforts to catch up with TSMC&#8217;s capabilities. Nevertheless, Intel may ultimately aim to return to using exclusively Intel-made tiles.</p>



<p><strong>E-core Enhancements</strong>: While P-cores remain relatively unchanged compared to previous generations, the E-cores receive improvements. Meteor Lake introduces two types of E-cores, including low-power (LP) E-cores in the SoC tile. Thread Director, Intel&#8217;s optimization technology, will aim to utilize these LP E-cores for energy-efficient tasks, allowing the compute and graphics tiles to power down as much as possible.</p>



<p>Tasks demanding higher performance than LP E-cores can provide will be directed to the compute tile&#8217;s main E-core clusters or the P-cores. This shift in Thread Director&#8217;s operation differs from its behavior in previous processors, where high-priority tasks were sent directly to the P-cores without considering the E-cores.</p>



<p>Furthermore, Meteor Lake&#8217;s Crestmont E-cores can be added to processors in pairs, a change from the previous requirement of adding Gracement E-cores in sets of four. This flexibility may lead to the inclusion of E-cores in lower-end processors.</p>



<p>The updated E-cores also introduce VNNI instructions for accelerating AI workloads and AVX10, which offers many benefits of Intel&#8217;s AVX-512 instructions without the need for 512-bit registers. This contrasts with the 12th- and 13th-generation Core processors, which completely disabled AVX-512 support on E-cores.</p>



<p>Meteor Lake&#8217;s innovations and performance improvements are eagerly anticipated, promising a new era of laptop processors with enhanced efficiency and capabilities.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/intel-meteor-lake-a-deep-dive-into-next-gen-laptop-processors/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>Palantir&#8217;s Involvement in UK&#8217;s National Health Data Sparks Debate and Concerns</title>
		<link>https://itgrunts.com/palantirs-involvement-in-uks-national-health-data-sparks-debate-and-concerns/</link>
					<comments>https://itgrunts.com/palantirs-involvement-in-uks-national-health-data-sparks-debate-and-concerns/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Thu, 21 Sep 2023 18:44:20 +0000</pubDate>
				<category><![CDATA[News]]></category>
		<category><![CDATA[Politics]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13681</guid>

					<description><![CDATA[Palantir, a technology company, is facing scrutiny in its bid to handle the UK&#8217;s National...]]></description>
										<content:encoded><![CDATA[
<p>Palantir, a technology company, is facing scrutiny in its bid to handle the UK&#8217;s National Health Data. Concerns and questions surround the nature of the data Palantir would manage and how it would be utilized.</p>



<p>Thiel, one of Palantir&#8217;s figures, expressed certain opinions in a personal capacity, which differ from the company&#8217;s official stance. McArdle, from Palantir, emphasized that the CEO disagrees with these personal views and expresses a wish for a healthcare system in the US similar to the perceived effectiveness of the British system in serving the underserved.</p>



<p>In the UK, speculation abounds regarding the specific data that Palantir would be entrusted with and its potential applications. Three categories of &#8220;de-identified&#8221; data, stripped of patient names and identifying markers, are under consideration for inclusion in the system.</p>



<p>The first category is primary care data, readily obtainable from general practitioners&#8217; computer systems. The second involves hospital data for billing purposes, essentially an Excel spreadsheet documenting patient visits and treatments. The third, the most challenging to access, encompasses granular, day-to-day data held within individual hospitals&#8217; systems, including doctors&#8217; notes and clinic letters. This data is typically locked behind proprietary software, with the NHS featuring 20 to 30 distinct hospital systems, each functioning like a separate entity.</p>



<p>The NHS asserts that, regardless of the company constructing the system, it will retain control over data usage within it. Tang, representing the NHS, emphasized that the successful supplier would operate solely under NHS instructions, without any authority to access, use, or share data for personal gain. Nevertheless, concerns linger among the public that this data might be monetized in the future.</p>



<p>Critics, like David Wrigley from the British Medical Association&#8217;s GP committee in England, express reservations about involving profit-seeking companies in healthcare. They advocate for the NHS to develop such systems internally, funded by taxation and devoid of profit-driven elements.</p>



<p>Palantir refutes allegations of untrustworthiness and data monetization. McArdle clarifies that Palantir&#8217;s role is to provide tools for organizing and understanding data, with no involvement in data collection, mining, or sales.</p>



<p>Opposition to Palantir&#8217;s potential role extends beyond the specifics of the contract to the notion of outsourcing this work. Critics argue that the NHS should build the necessary expertise internally, highlighting a reduction in digital experts due to government funding cuts.</p>



<p>If Palantir secures the contract, concerns arise that NHS patients might withhold data out of protest. In a previous attempt to introduce data-sharing for research, over 1 million individuals opted out within a month. The lack of public debate around this contract raises questions of transparency and trust, with implications for patients&#8217; willingness to share data.</p>



<p>Despite her reservations, Marianne acknowledges the possibility of Palantir&#8217;s involvement but suggests greater comfort if the NHS exclusively handled the data issue.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/palantirs-involvement-in-uks-national-health-data-sparks-debate-and-concerns/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
		<item>
		<title>T-Mobile Data Mishap Exposes Customer Information: Here&#8217;s What Happened</title>
		<link>https://itgrunts.com/t-mobile-data-mishap-exposes-customer-information-heres-what-happened/</link>
					<comments>https://itgrunts.com/t-mobile-data-mishap-exposes-customer-information-heres-what-happened/#respond</comments>
		
		<dc:creator><![CDATA[rjcool]]></dc:creator>
		<pubDate>Thu, 21 Sep 2023 18:41:45 +0000</pubDate>
				<category><![CDATA[Mobile]]></category>
		<guid isPermaLink="false">https://itgrunts.com/?p=13678</guid>

					<description><![CDATA[In a recent incident, a T-Mobile update gone awry led to certain customers inadvertently gaining...]]></description>
										<content:encoded><![CDATA[
<p>In a recent incident, a T-Mobile update gone awry led to certain customers inadvertently gaining access to the private information of other users. The episode, which unfolded during an overnight technology update, prompted concerns and discussions among T-Mobile subscribers.</p>



<p>Reports surfaced on social media from T-Mobile users who claimed to have encountered a puzzling situation. Instead of viewing their own billing details, they were confronted with the confidential information of fellow customers. This unusual incident reportedly persisted for approximately three hours during the morning.</p>



<p>When approached for comment, T-Mobile acknowledged the issue and attributed it to a flawed update. The company&#8217;s spokesperson emphasized that there had been no cyberattack or security breach. Instead, it was deemed a temporary system glitch linked to a scheduled overnight technology update. Importantly, this glitch pertained to limited account information and affected fewer than 100 customers. The problem was promptly resolved by T-Mobile&#8217;s technical teams.</p>



<p>As reported by The Verge, some T-Mobile customers expressed concerns about the extent of the data exposure. They noted instances where they could access other users&#8217; account information, including details such as current credit balances, purchase histories, credit card information, and home addresses when signing into their own T-Mobile accounts.</p>



<p>A dedicated subreddit for T-Mobile discussions set up a megathread to facilitate conversations on the matter. Users shared their experiences, with one individual revealing, &#8220;I got not one but two people&#8217;s info when accessing my account through the app last night. Seemingly back to normal when I checked this morning.&#8221;</p>



<p>Fierce Wireless also interviewed a T-Mobile user who encountered this privacy breach. This user reportedly saw other individuals&#8217; names, lines, billing histories, addresses, call logs, and saved payment methods upon logging into their T-Mobile account.</p>



<p>While the recent data leak may appear minor in comparison to T-Mobile&#8217;s previous data breach incidents, it adds to concerns regarding the company&#8217;s ability to safeguard customer information. T-Mobile has faced data breaches earlier this year, and in 2021, the company admitted to a security breach that impacted nearly 49 million accounts.</p>



<p>The incident has stirred discussions among users, especially in the context of T-Mobile&#8217;s evolving policies. Some expressed unease about their data and highlighted T-Mobile&#8217;s shift toward requiring debit cards or linked bank accounts for automatic payments and its AutoPay discount. This change followed the company&#8217;s decision to cease accepting credit cards for automatic payments a few months ago.</p>



<p>While this recent glitch may not have resulted in widespread harm, it underscores the importance of robust data protection measures in an increasingly digital world.</p>



<p>In a recent incident, a T-Mobile update gone awry led to certain customers inadvertently gaining access to the private information of other users. The episode, which unfolded during an overnight technology update, prompted concerns and discussions among T-Mobile subscribers.</p>



<p>Reports surfaced on social media from T-Mobile users who claimed to have encountered a puzzling situation. Instead of viewing their own billing details, they were confronted with the confidential information of fellow customers. This unusual incident reportedly persisted for approximately three hours during the morning.</p>



<p>When approached for comment, T-Mobile acknowledged the issue and attributed it to a flawed update. The company&#8217;s spokesperson emphasized that there had been no cyberattack or security breach. Instead, it was deemed a temporary system glitch linked to a scheduled overnight technology update. Importantly, this glitch pertained to limited account information and affected fewer than 100 customers. The problem was promptly resolved by T-Mobile&#8217;s technical teams.</p>



<p>As reported by The Verge, some T-Mobile customers expressed concerns about the extent of the data exposure. They noted instances where they could access other users&#8217; account information, including details such as current credit balances, purchase histories, credit card information, and home addresses when signing into their own T-Mobile accounts.</p>



<p>A dedicated subreddit for T-Mobile discussions set up a megathread to facilitate conversations on the matter. Users shared their experiences, with one individual revealing, &#8220;I got not one but two people&#8217;s info when accessing my account through the app last night. Seemingly back to normal when I checked this morning.&#8221;</p>



<p>Fierce Wireless also interviewed a T-Mobile user who encountered this privacy breach. This user reportedly saw other individuals&#8217; names, lines, billing histories, addresses, call logs, and saved payment methods upon logging into their T-Mobile account.</p>



<p>While the recent data leak may appear minor in comparison to T-Mobile&#8217;s previous data breach incidents, it adds to concerns regarding the company&#8217;s ability to safeguard customer information. T-Mobile has faced data breaches earlier this year, and in 2021, the company admitted to a security breach that impacted nearly 49 million accounts.</p>



<p>The incident has stirred discussions among users, especially in the context of T-Mobile&#8217;s evolving policies. Some expressed unease about their data and highlighted T-Mobile&#8217;s shift toward requiring debit cards or linked bank accounts for automatic payments and its AutoPay discount. This change followed the company&#8217;s decision to cease accepting credit cards for automatic payments a few months ago.</p>



<p>While this recent glitch may not have resulted in widespread harm, it underscores the importance of robust data protection measures in an increasingly digital world.</p>
]]></content:encoded>
					
					<wfw:commentRss>https://itgrunts.com/t-mobile-data-mishap-exposes-customer-information-heres-what-happened/feed/</wfw:commentRss>
			<slash:comments>0</slash:comments>
		
		
			</item>
	</channel>
</rss>
