{"id":244352,"date":"2024-03-06T13:40:24","date_gmt":"2024-03-06T13:40:24","guid":{"rendered":"https:\/\/www.hitechwork.com\/?p=244352"},"modified":"2024-03-07T11:01:09","modified_gmt":"2024-03-07T11:01:09","slug":"how-to-work-with-artificial-intelligence","status":"publish","type":"post","link":"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/","title":{"rendered":"How to Work with Artificial Intelligence"},"content":{"rendered":"\n<p>There is widespread misunderstanding about the current state of <a href=\"https:\/\/softwareplanetgroup.co.uk\/ai-development-services\/\" target=\"_blank\" rel=\"noopener\">artificial intelligence (AI) development<\/a>. Unfortunately, marketers eager for profit fuel this confusion, perpetuating the misconception that sentient tech products are available for purchase. This misinformation misguides the public, fostering unrealistic expectations about AI\u2019s capabilities.<\/p>\n\n\n\n<p>In reality, achieving true AI remains a distant goal for developers. Our current AI capabilities are better described as <a href=\"https:\/\/www.hitechwork.com\/machine-learning-everything-you-need-to-know\/\">machine learning (ML)<\/a>. This article delves into how to navigate and work with today\u2019s AI effectively, shedding light on what companies can realistically anticipate in the foreseeable future.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1024\" height=\"432\" src=\"https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence-1024x432.jpg\" alt=\"How to Work with Artificial Intelligence\" class=\"wp-image-244366\" srcset=\"https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence-1024x432.jpg 1024w, https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence-300x126.jpg 300w, https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence-768x324.jpg 768w, https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence-1536x648.jpg 1536w, https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence-696x293.jpg 696w, https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence-1068x450.jpg 1068w, https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence-1920x809.jpg 1920w, https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence-996x420.jpg 996w, https:\/\/www.hitechwork.com\/wp-content\/uploads\/2024\/03\/How-to-Work-with-Artificial-Intelligence.jpg 1938w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">How to Work with Artificial Intelligence<\/figcaption><\/figure>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_65 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#The_Advantages_of_AI_in_Business\" title=\"The Advantages of AI in Business\">The Advantages of AI in Business<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#1_Enhanced_Speed\" title=\"1. Enhanced Speed\">1. Enhanced Speed<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#2_Advanced_Monitoring\" title=\"2. Advanced Monitoring\">2. Advanced Monitoring<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#3_Reduced_Human_Error\" title=\"3. Reduced Human Error\">3. Reduced Human Error<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#4_Heightened_Productivity\" title=\"4. Heightened Productivity\">4. Heightened Productivity<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#5_Business_Model_Expansion\" title=\"5. Business Model Expansion\">5. Business Model Expansion<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#A_Closer_Look_at_AI_Advancements_The_Genesis_of_DeepMind\" title=\"A Closer Look at AI Advancements: The Genesis of DeepMind\">A Closer Look at AI Advancements: The Genesis of DeepMind<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#The_Role_of_Human_Trainers_in_AI_Systems\" title=\"The Role of Human Trainers in AI Systems\">The Role of Human Trainers in AI Systems<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#Human-AI_Collaboration_The_Benefits_of_AI_for_Different_Sectors\" title=\"Human-AI Collaboration: The Benefits of AI for Different Sectors\">Human-AI Collaboration: The Benefits of AI for Different Sectors<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#Manufacturing\" title=\"Manufacturing\">Manufacturing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#Healthcare\" title=\"Healthcare\">Healthcare<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#Education\" title=\"Education\">Education<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#Finance\" title=\"Finance\">Finance<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#Society\" title=\"Society\">Society<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/www.hitechwork.com\/how-to-work-with-artificial-intelligence\/#The_Future_of_Working_with_AI\" title=\"The Future of Working with AI\">The Future of Working with AI<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Advantages_of_AI_in_Business\"><\/span><a><\/a>The Advantages of AI in Business<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>When delving into the sphere of AI, it\u2019s crucial to recognize the diverse benefits available beyond mere automation. Companies embracing this technology can harness the following advantages:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Enhanced_Speed\"><\/span><a><\/a>1. Enhanced Speed<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>ML facilitates optimal business process optimization, accelerating <a href=\"https:\/\/www.hitechwork.com\/data-driven-decisions-ais-influence-on-legal-strategy\/\">decision-making<\/a>, expediting complex tasks, and efficiently handling routine activities. Even software developers continually enhance operations through ML algorithms to boost overall speed.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Advanced_Monitoring\"><\/span><a><\/a>2. Advanced Monitoring<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Whether enhancing patient surveillance, automating video monitoring, or overseeing critical databases, AI enables the swift detection of changes as they occur. Responses can be manual or automatic, ensuring proactive management.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Reduced_Human_Error\"><\/span><a><\/a>3. Reduced Human Error<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>While human error is inherent, AI systems exhibit remarkable accuracy and increasing sophistication, minimizing errors in various operations.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Heightened_Productivity\"><\/span><a><\/a>4. Heightened Productivity<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Strategic, targeted automation leads to substantial ancillary benefits, allowing the workforce to concentrate on core company priorities.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_Business_Model_Expansion\"><\/span><a><\/a>5. Business Model Expansion<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><a href=\"https:\/\/www.hitechwork.com\/machine-learning\/\\\">ML<\/a> and AI \u2014 inherently disruptive technologies \u2014 possess the potential to entirely reshape traditional business models, presenting opportunities for expansion and innovation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"A_Closer_Look_at_AI_Advancements_The_Genesis_of_DeepMind\"><\/span><a><\/a>A Closer Look at AI Advancements: The Genesis of DeepMind<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Exploring the origins of <a href=\"https:\/\/deepmind.google\/\" target=\"_blank\" rel=\"noopener\">DeepMind<\/a>, a prominent AI endeavor currently under Google\u2019s ownership, proves insightful in gauging our present AI landscape. The project\u2019s foundation lay in the simple belief that if computers could emulate human excellence in logic and mathematics, other aspects would seamlessly follow suit.<\/p>\n\n\n\n<p>Demis Hassabis, the visionary behind DeepMind, drew inspiration from IBM\u2019s Deep Blue, which emerged in 1997 as the unrivalled world chess champion after defeating the human title holder in a remarkable six-game rematch.<\/p>\n\n\n\n<p>In 2016, DeepMind elevated this trajectory by conquering Go, a game hailed as the most intricate known to humanity. However, it\u2019s crucial to note that the AI\u2019s triumph hinged on the specific complexity of Go; simplifying or reducing the size of the board even slightly would have led to the AI\u2019s humbling defeat. This underscores a fundamental truth: AI systems remain inherently dependent on the information humans provide.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Role_of_Human_Trainers_in_AI_Systems\"><\/span><a><\/a>The Role of Human Trainers in AI Systems<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Most AI systems rely on human trainers. Human involvement is integral to training ML algorithms, a process essential for various applications. It involves the creation of training data, which is necessary for instructing medical applications in disease detection, enabling voice assistants to comprehend everyday expressions, and supporting recommendation engines in guiding users towards informed financial decisions.<\/p>\n\n\n\n<p>Furthermore, AI systems require training to interact with humans effectively. Consider Amazon\u2019s Alexa as an example; developing her tone and personality \u2014 a mix of helpfulness, confidence, and a touch of cheekiness \u2014 demanded extensive training. Achieving these features involved dedicated efforts from a diverse team of skilled professionals, investing significant hours of hard work.<\/p>\n\n\n\n<p>As chatbots and voice assistants increasingly facilitate human communication, it becomes imperative for developers to establish ethical norms for AI. While automation enhances human capabilities, there is a risk that AI systems, lacking education on bias, may unintentionally contribute to discrimination, underscoring the need for ethical considerations in AI development. Addressing these ethical considerations is imperative to foster a technologically advanced and socially responsible AI landscape that positively contributes to human interactions without inadvertently reinforcing discriminatory practices.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Human-AI_Collaboration_The_Benefits_of_AI_for_Different_Sectors\"><\/span><a><\/a>Human-AI Collaboration: The Benefits of AI for Different Sectors<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Human-AI collaboration presents a transformative paradigm. This partnership, characterized by the seamless integration of intelligent machines and human skills, enhances efficiency and fosters innovation, unlocking new possibilities and advancements across diverse industries.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Manufacturing\"><\/span><a><\/a>Manufacturing<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Integrating AI into manufacturing processes has sparked remarkable collaboration between humans and machines. Traditional heavy-duty robots are transforming into intelligent and context-aware collaborative robots (cobots), marking a significant evolution. For instance, a cobot could handle repetitive tasks requiring heavy lifting, allowing a human to focus on complementary activities demanding dexterity and judgment, such as assembling intricate machinery components.<\/p>\n\n\n\n<p>This seamless partnership has resulted in a substantial proliferation of innovative ideas, especially in data-intensive sectors. The AI economy is poised for significant growth, given that AI systems <a href=\"https:\/\/www.hitechwork.com\/real-time-analytics-definion-and-tools\/\">enhance analytical capabilities<\/a> across virtually every industry, offering cutting-edge automation solutions for startups and established businesses.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Healthcare\"><\/span><a><\/a>Healthcare<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p><a href=\"https:\/\/www.hitechwork.com\/artificial-intelligence-is-starting-to-make-inroads-into-healthcare\/\">AI technologies have ushered significant advancements into healthcare<\/a> settings. Through the application of computer vision (letting a computer \u2018see\u2019 the world and identify objects, people, or places based on input from a camera) and image classification (<a href=\"https:\/\/www.hitechwork.com\/how-to-learn-ai-from-scratch\/\">teaching an AI<\/a> how to detect objects in an image based on their unique properties), machines can accurately identify objects, people, colours, and their spatial relationships. When combined with modern <a href=\"https:\/\/www.hitechwork.com\/gpu-for-nlp-a-revolution-in-natural-language-processing\/\">Natural Language Processing (NLP) tools<\/a>, computers can even articulate the content of images presented to them in words.<\/p>\n\n\n\n<p>For example, automating blood cell counts facilitates more precise oncological diagnoses. Doctors can swiftly and accurately identify infections and potentially save lives through prompt intervention. AI also offers other notable advantages, such as assistance with surgical procedures, contributing to enhanced precision and efficiency.<\/p>\n\n\n\n<p>AI applications also extend to mental health support, providing innovative solutions and tools to address psychological well-being. AI brings multifaceted advantages to the healthcare landscape.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Education\"><\/span><a><\/a>Education<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>ML is poised to revolutionize education, particularly regarding personalized learning. AI equips schools with insights into how students absorb information, empowering teachers and educators to tailor the curriculum to individual learning styles. Additionally, intelligent moderation enhances the efficiency of tutors, moderators, and teachers by analyzing vast group data and making informed decisions based on the received feedback. The integration of AI also extends to custom textbooks, allowing educators to import syllabi and generate textbooks containing essential educational content. Furthermore, intelligent tutoring systems leverage sophisticated algorithms to educate pupils in the absence of direct teacher intervention.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Finance\"><\/span><a><\/a>Finance<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>ML and AI-based solutions swiftly detect fraud by identifying pattern irregularities in the financial domain. It involves continuously monitoring and scoring tens of millions of transactions daily, utilizing data on customer behavior, purchase locations, IP addresses, and other relevant information. Additionally, these technologies contribute to increased cost savings by implementing chatbots for customer support, enabling companies to provide round-the-clock customer interactions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Society\"><\/span><a><\/a>Society<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>In societal terms, the positive implications of integrating AI into various domains are becoming apparent. AI is currently adept at handling monotonous tasks that often result in human dissatisfaction, freeing us to focus on more fulfilling and creative endeavours.<\/p>\n\n\n\n<p>Moreover, AI facilitates governmental decision-making by utilizing real-time data and amalgamating information from diverse sources, thereby enhancing adaptability, survival rates, and societal resilience. Most notably, AI lays the groundwork for a fully realized circular economy, promoting a future built on sustainable and robust foundations, ensuring the continued survival and well-being of the human race.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"The_Future_of_Working_with_AI\"><\/span><a><\/a>The Future of Working with AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>AI will solely rely on the level of sophistication we embed into it. While there is a semblance of perceived intelligence, it emulates more of a professional illusionist\u2019s attempt to convince, lacking organic attributes and not mirroring the intricate functioning of the human brain. Despite this, concepts such as natural language processing, computer vision, and intelligent feedback indicate a promising future for ML software applications.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>There is widespread misunderstanding about the current state of artificial intelligence (AI) development. Unfortunately, marketers eager for profit fuel this confusion, perpetuating the misconception that sentient tech products are available for purchase. This misinformation misguides the public, fostering unrealistic expectations about AI\u2019s capabilities. In reality, achieving true AI remains a distant goal for developers. Our [&hellip;]<\/p>\n","protected":false},"author":21,"featured_media":244364,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"tdm_status":"","tdm_grid_status":"","footnotes":""},"categories":[397],"tags":[],"_links":{"self":[{"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/posts\/244352"}],"collection":[{"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/comments?post=244352"}],"version-history":[{"count":3,"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/posts\/244352\/revisions"}],"predecessor-version":[{"id":244387,"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/posts\/244352\/revisions\/244387"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/media\/244364"}],"wp:attachment":[{"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/media?parent=244352"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/categories?post=244352"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.hitechwork.com\/wp-json\/wp\/v2\/tags?post=244352"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}