{"id":594997,"date":"2023-01-07T05:49:27","date_gmt":"2023-01-07T11:49:27","guid":{"rendered":"https:\/\/news.sellorbuyhomefast.com\/index.php\/2023\/01\/07\/generative-ai-preparing-for-next-gen-artificial-intelligence\/"},"modified":"2023-01-07T05:49:27","modified_gmt":"2023-01-07T11:49:27","slug":"generative-ai-preparing-for-next-gen-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/newsycanuse.com\/index.php\/2023\/01\/07\/generative-ai-preparing-for-next-gen-artificial-intelligence\/","title":{"rendered":"Generative AI: Preparing for next-gen artificial intelligence"},"content":{"rendered":"<div id=\"content-header\">\n<h2>ChatGPT is one of a new breed of AI models that promises to deliver machine-based creativity<\/h2>\n<\/div>\n<div id=\"content-center\">\n<ul>\n<li><i data-icon=\"1\"><\/i><\/li>\n<li><i data-icon=\"2\"><\/i><\/li>\n<\/ul>\n<div id=\"contributors-block\">\n<p><img decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/computerweekly\/Cliff-Saran-Sep-2022-140x180px.jpg\" alt=\"Cliff Saran\">\n\t\t\t\t\t<\/p>\n<p><span>By<\/span><\/p>\n<ul>\n<li>\n\t\t\t\t\t<a href=\"https:\/\/www.techtarget.com\/contributor\/Cliff-Saran\">Cliff Saran,<\/a><br \/>\n\t\t\t\t\t\t<span>Managing Editor<\/span>\n\t\t\t\t\t\t<\/li>\n<\/ul>\n<p>\n\tPublished: <span>05 Jan 2023 15:45<\/span>\n<\/p>\n<\/div>\n<section id=\"content-body\">\n<p>Towards the end of last year, management consultant McKinsey published an article where the first paragraph was created by ChatGPT, the generative artificial intelligence (AI) language model.<\/p>\n<p>The article\u2019s authors admitted that the AI\u2019s attempt was \u201cnot perfect but overwhelmingly impressive\u201d. They noted that products like ChatGPT and <a href=\"https:\/\/www.techtarget.com\/searchsoftwarequality\/news\/252521966\/Code-completion-AI-bot-trend-continues-with-GitHub-Copilot\">GitHub Copilot<\/a>\u00a0take technology into realms once thought to be reserved for humans. \u201cWith generative AI, computers can now arguably exhibit creativity. They can <a href=\"https:\/\/www.techtarget.com\/searchcustomerexperience\/opinion\/AI-bots-lack-one-critical-skill-for-customer-service-jobs\">produce original content in response to queries<\/a>, drawing from data they\u2019ve ingested and interactions with users,\u201d they said.<\/p>\n<p>McKinsey said businesses need to explore where this technology can be applied. The paper suggests a number of possible scenarios, from AI-generated personalised sales and marketing content; generating task lists and documentation in operations and identifying errors; and drafting interview questions for job interviews and summarising legal documents. There is also a role in IT, where generative AI could be used to write code and documentation, such as converting simple JavaScript expressions into Python and automatically generating data.<\/p>\n<p>McKinsey urged companies considering generative AI to identify the parts of the business where the technology could have the most immediate impact. The article\u2019s authors recommended that business leaders implement a mechanism to monitor the deployment of generative AI systems, since this type of technology is set to evolve rapidly.<\/p>\n<p>Speaking to Computer Weekly last month about the role of generative AI in programming, GitHub CEO Thomas Dohmke said: \u201cI think the next generation of developers will be used to AI and it\u2019s going to be incredible. Technologies such as ChatGPT will enable a new way of learning, so young developers can interact with AI and learn at their own pace, whether it\u2019s through tutorials or scripts in a predefined storyline.\u201d<\/p>\n<p>Mirroring the McKinsey article, Dohmke said generative AI could also enable developers to be more productive. \u201cWe\u2019ve seen this in Copilot,\u201d he said. \u201cWhen you start using Copilot, it doesn\u2019t have any information about you, so it uses the Codex model, which is a subvariant of the GPT model, to suggest code to you. But as you type, if it suggests code you don\u2019t like, you can reject it.<\/p>\n<p>\u201cOver time, it learns what you accept or reject, and adapts to your coding style. We saw developers who were sceptical of the AI in Copilot get that \u2018aha\u2019 moment after a few days, and a couple of weeks later, they can no longer live without it.\u201d<\/p>\n<section data-menu-title=\"Rogue AI\">\n<h3><i data-icon=\"1\"><\/i>Rogue AI<\/h3>\n<p>When Meta, the owner of Facebook, released BlenderBot 3, its conversational AI system, in August 2022, the company proclaimed that it had previously collected 70,000 conversations from the public demo, which it would use to improve BlenderBot 3. However, just days after its availability in the US, reports started coming in that the system was <a href=\"https:\/\/www.techtarget.com\/searchenterpriseai\/news\/252523745\/Lessons-enterprises-can-learn-from-Meta-BlenderBot-3\">generating racist comments and false news<\/a>. For instance, the Meta bot reportedly claimed that Donald Trump was the current president of the US.<\/p>\n<p>According to Meta, from feedback provided by 25% of participants on 260,000 bot messages, 0.11% of <a href=\"https:\/\/www.techtarget.com\/searchenterpriseai\/news\/252483118\/Facebook-advances-AI-used-to-detect-hate-speech\">BlenderBot\u2019s responses<\/a> were flagged as inappropriate, 1.36% as nonsensical, and 1% as off-topic.<\/p>\n<p>\u201cWe continue to believe that the way to advance AI is through open and reproducible research at scale,\u201d\u00a0said Joelle Pineau, managing director of fundamental AI research at Meta. \u201cWe also believe that progress is best served by inviting a wide and diverse community to participate.\u201d<\/p>\n<p>What the demo shows is that while such AI systems can, indeed, hold a conversation with someone, they rely on available learning data gleaned from conversations with people over the internet, and so their responses are based on what they \u201clearn\u201d from previous conversations.<\/p>\n<p><a href=\"https:\/\/www.forrester.com\/blogs\/beware-of-coherent-nonsense-when-implementing-generative-ai\/\">In a blog post<\/a> from early December, titled, <em>Beware of \u201ccoherent nonsense\u201d when implementing generative AI<\/em>, analysts at Forrester described generative AI as analogous in terms of human development to \u201clate childhood\u201d. \u201cThese systems can string together words convincingly and create logical arguments, but you can\u2019t be sure if they\u2019re just making things up or only telling you what you want to hear,\u201d the blog\u2019s authors wrote.<\/p>\n<p>When deciding on how to use generative AI, Forrester recommended that IT and business chiefs assess whether training data used for the AI has come from a credible source and whether this data is likely to be correct.<\/p>\n<p>If an external partner trained the model, the Forrester blog\u2019s authors urged IT leaders to consider how they would audit the data sources to ensure they can identify possible biases and confounders in the data.<\/p>\n<p>Understanding context is another area to explore. Forrester suggested that IT and business leaders assess if the AI can understand new questions in reference to previous questions, and whether different answers are given by understanding the user.<\/p>\n<\/section>\n<\/section>\n<section id=\"DigDeeperSplash\">\n<h4>\n\t\t\t<i data-icon=\"m\"><\/i>Read more on Artificial intelligence, automation and robotics<\/h4>\n<ul>\n<li><a id=\"DigDeeperItem-1\" href=\"https:\/\/www.techtarget.com\/searchbusinessanalytics\/feature\/Experts-predict-NLP-to-be-biggest-BI-trend-this-year\"><br \/>\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/strategy_a296343799_searchsitetablet_520X173.jpg\" srcset=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/strategy_a296343799_searchsitetablet_520X173.jpg 960w,https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/strategy_a296343799.jpg 1280w\" alt ><\/p>\n<h5>Experts predict NLP to be biggest BI trend this year<\/h5>\n<div>\n<p><img decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineImages\/avidon_eric.jpg\" alt=\"EricAvidon\">\n\t\t\t\t\t\t\t\t\t<\/p>\n<p><span>By: <span>Eric\u00a0Avidon<\/span><\/span>\n\t\t\t\t\t\t\t<\/p>\n<\/div>\n<p>\t\t\t\t<\/a><\/li>\n<li><a id=\"DigDeeperItem-2\" href=\"https:\/\/www.techtarget.com\/searchcio\/tip\/Top-7-CIO-challenges-and-how-to-handle-them\"><br \/>\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/maze_g1261411056_searchsitetablet_520X173.jpg\" srcset=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/maze_g1261411056_searchsitetablet_520X173.jpg 960w,https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/maze_g1261411056.jpg 1280w\" alt ><\/p>\n<h5>Top 7 CIO challenges in 2023 and how to handle them<\/h5>\n<div>\n<p><img decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineImages\/moore_john.jpg\" alt=\"JohnMoore\">\n\t\t\t\t\t\t\t\t\t<\/p>\n<p><span>By: <span>John\u00a0Moore<\/span><\/span>\n\t\t\t\t\t\t\t<\/p>\n<\/div>\n<p>\t\t\t\t<\/a><\/li>\n<li><a id=\"DigDeeperItem-3\" href=\"https:\/\/www.techtarget.com\/searchcustomerexperience\/opinion\/AI-bots-lack-one-critical-skill-for-customer-service-jobs\"><br \/>\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/chatbot_g1273438441_searchsitetablet_520X173.jpg\" srcset=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/chatbot_g1273438441_searchsitetablet_520X173.jpg 960w,https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/chatbot_g1273438441.jpg 1280w\" alt ><\/p>\n<h5>AI bots lack one critical skill for customer service jobs<\/h5>\n<div>\n<p><img decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/Search Site Images\/fluckinger_don.jpg\" alt=\"DonFluckinger\">\n\t\t\t\t\t\t\t\t\t<\/p>\n<p><span>By: <span>Don\u00a0Fluckinger<\/span><\/span>\n\t\t\t\t\t\t\t<\/p>\n<\/div>\n<p>\t\t\t\t<\/a><\/li>\n<li><a id=\"DigDeeperItem-4\" href=\"https:\/\/www.techtarget.com\/searchenterpriseai\/news\/252528603\/Biggest-AI-news-of-2022\"><br \/>\n\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/ai_a199952058_searchsitetablet_520X173.jpg\" srcset=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/ai_a199952058_searchsitetablet_520X173.jpg 960w,https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/ai_a199952058.jpg 1280w\" alt ><\/p>\n<h5>Biggest AI news of 2022<\/h5>\n<div>\n<p><img decoding=\"async\" src=\"https:\/\/cdn.ttgtmedia.com\/rms\/onlineimages\/ajao_esther.jpg\" alt=\"EstherAjao\">\n\t\t\t\t\t\t\t\t\t<\/p>\n<p><span>By: <span>Esther\u00a0Ajao<\/span><\/span>\n\t\t\t\t\t\t\t<\/p>\n<\/div>\n<p>\t\t\t\t<\/a><\/li>\n<\/ul>\n<\/section>\n<\/div>\n<p><a href=\"https:\/\/www.computerweekly.com\/news\/252528902\/Generative-AI-Preparing-for-next-gen-artificial-intelligence\" class=\"button purchase\" rel=\"nofollow noopener\" target=\"_blank\">Read More<\/a><br \/>\n Christeen Drews<\/p>\n","protected":false},"excerpt":{"rendered":"<p>ChatGPT is one of a new breed of AI models that promises to deliver machine-based creativity By Cliff Saran, Managing Editor Published: 05 Jan 2023 15:45 Towards the end of last year, management consultant McKinsey published an article where the first paragraph was created by ChatGPT, the generative artificial intelligence (AI) language model. The article\u2019s<\/p>\n","protected":false},"author":1,"featured_media":594998,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[28121,22381,46],"tags":[],"class_list":{"0":"post-594997","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-generative","8":"category-preparing","9":"category-technology"},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/posts\/594997","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/comments?post=594997"}],"version-history":[{"count":0,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/posts\/594997\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/media\/594998"}],"wp:attachment":[{"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/media?parent=594997"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/categories?post=594997"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/newsycanuse.com\/index.php\/wp-json\/wp\/v2\/tags?post=594997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}