{"id":2888,"date":"2025-07-13T12:46:15","date_gmt":"2025-07-13T04:46:15","guid":{"rendered":"https:\/\/infosec.usm.my\/v1\/?p=2888"},"modified":"2025-12-02T13:32:34","modified_gmt":"2025-12-02T05:32:34","slug":"understanding-artificial-intelligence-ai-history-types-of-ai","status":"publish","type":"post","link":"https:\/\/infosec.usm.my\/v1\/understanding-artificial-intelligence-ai-history-types-of-ai\/","title":{"rendered":"Understanding Artificial Intelligence (AI): History &#038; Types of AI"},"content":{"rendered":"<p>Artificial Intelligence (AI) has become one of the most transformative technologies of the 21st century. From automating daily tasks to powering advanced research, AI has reshaped how humans interact with machines. But how did AI begin, and what types of AI exist today?<\/p>\n<h3 data-start=\"505\" data-end=\"537\"><strong data-start=\"508\" data-end=\"537\">\ud83d\udd70\ufe0f A Brief History of AI<\/strong><\/h3>\n<h3 data-start=\"539\" data-end=\"577\"><strong data-start=\"543\" data-end=\"575\">1950s \u2014 The Birth of an Idea<\/strong><\/h3>\n<p data-start=\"578\" data-end=\"725\">AI began as a theoretical concept. In 1950, <strong data-start=\"622\" data-end=\"637\">Alan Turing<\/strong> introduced the <strong data-start=\"653\" data-end=\"668\">Turing Test<\/strong>, questioning whether machines could &#8220;think&#8221; like humans.<\/p>\n<h3 data-start=\"727\" data-end=\"764\"><strong data-start=\"731\" data-end=\"762\">1956 \u2014 Official Birth of AI<\/strong><\/h3>\n<p data-start=\"765\" data-end=\"892\">At the <em data-start=\"772\" data-end=\"794\">Dartmouth Conference<\/em>, John McCarthy coined the term <strong data-start=\"826\" data-end=\"853\">Artificial Intelligence<\/strong>, marking AI as a new scientific field.<\/p>\n<h3 data-start=\"894\" data-end=\"953\"><strong data-start=\"898\" data-end=\"951\">1960s\u20131980s \u2014 Rule-Based Systems &amp; Expert Systems<\/strong><\/h3>\n<p data-start=\"954\" data-end=\"1069\">AI mainly relied on logic and predefined rules. Expert systems like MYCIN tried to replicate human decision-making.<\/p>\n<h3 data-start=\"1071\" data-end=\"1129\"><strong data-start=\"1075\" data-end=\"1127\">1997 \u2014 Machines Surpass Humans in Specific Tasks<\/strong><\/h3>\n<p data-start=\"1130\" data-end=\"1243\">IBM\u2019s <strong data-start=\"1136\" data-end=\"1149\">Deep Blue<\/strong> defeated world chess champion Garry Kasparov, showing AI\u2019s potential in complex computations.<\/p>\n<h3 data-start=\"1245\" data-end=\"1287\"><strong data-start=\"1249\" data-end=\"1285\">2010s \u2014 Deep Learning Revolution<\/strong><\/h3>\n<p data-start=\"1288\" data-end=\"1452\">With powerful GPUs and large datasets, neural networks evolved. Models like Google\u2019s AlphaGo and OpenAI&#8217;s GPT series demonstrated human-like learning and reasoning.<\/p>\n<h3 data-start=\"1454\" data-end=\"1485\"><strong data-start=\"1458\" data-end=\"1483\">Today \u2014 AI Everywhere<\/strong><\/h3>\n<p data-start=\"1486\" data-end=\"1686\">AI is now embedded in smartphones, cars, hospitals, cybersecurity tools, and even coding assistants. Modern AI can generate images, understand languages, and automate decision-making at massive scale.<\/p>\n<hr data-start=\"1688\" data-end=\"1691\" \/>\n<h2 data-start=\"1693\" data-end=\"1734\"><strong data-start=\"1695\" data-end=\"1734\">\ud83e\udd16 Types of Artificial Intelligence<\/strong><\/h2>\n<p data-start=\"1736\" data-end=\"1798\">AI can be categorized by <strong data-start=\"1761\" data-end=\"1775\">capability<\/strong> and <strong data-start=\"1780\" data-end=\"1797\">functionality.<\/strong><\/p>\n<hr data-start=\"1800\" data-end=\"1803\" \/>\n<h2 data-start=\"1805\" data-end=\"1837\"><strong data-start=\"1808\" data-end=\"1837\">\ud83d\udd35 1. Based on Capability<\/strong><\/h2>\n<h3 data-start=\"1839\" data-end=\"1871\"><strong data-start=\"1843\" data-end=\"1869\">1. Narrow AI (Weak AI)<\/strong><\/h3>\n<ul data-start=\"1872\" data-end=\"2020\">\n<li data-start=\"1872\" data-end=\"1902\">\n<p data-start=\"1874\" data-end=\"1902\">The most common type today<\/p>\n<\/li>\n<li data-start=\"1903\" data-end=\"1974\">\n<p data-start=\"1905\" data-end=\"1974\">Designed for a specific task (e.g. Siri, ChatGPT, face recognition)<\/p>\n<\/li>\n<li data-start=\"1975\" data-end=\"2020\">\n<p data-start=\"1977\" data-end=\"2020\">Cannot perform tasks outside its training<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"2022\" data-end=\"2057\"><strong data-start=\"2026\" data-end=\"2055\">2. General AI (Strong AI)<\/strong><\/h3>\n<ul data-start=\"2058\" data-end=\"2205\">\n<li data-start=\"2058\" data-end=\"2124\">\n<p data-start=\"2060\" data-end=\"2124\">Hypothetical AI capable of thinking and reasoning like a human<\/p>\n<\/li>\n<li data-start=\"2125\" data-end=\"2160\">\n<p data-start=\"2127\" data-end=\"2160\">Can learn any intellectual task<\/p>\n<\/li>\n<li data-start=\"2161\" data-end=\"2205\">\n<p data-start=\"2163\" data-end=\"2205\">Still in research and does not exist yet<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"2207\" data-end=\"2239\"><strong data-start=\"2211\" data-end=\"2237\">3. Superintelligent AI<\/strong><\/h3>\n<ul data-start=\"2240\" data-end=\"2372\">\n<li data-start=\"2240\" data-end=\"2291\">\n<p data-start=\"2242\" data-end=\"2291\">AI surpassing human intelligence in all aspects<\/p>\n<\/li>\n<li data-start=\"2292\" data-end=\"2333\">\n<p data-start=\"2294\" data-end=\"2333\">Highly theoretical and widely debated<\/p>\n<\/li>\n<li data-start=\"2334\" data-end=\"2372\">\n<p data-start=\"2336\" data-end=\"2372\">Raises ethical and safety concerns<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"2374\" data-end=\"2377\" \/>\n<h2 data-start=\"2379\" data-end=\"2414\"><strong data-start=\"2382\" data-end=\"2414\">\ud83d\udfe3 2. Based on Functionality<\/strong><\/h2>\n<h3 data-start=\"2416\" data-end=\"2446\"><strong data-start=\"2420\" data-end=\"2444\">1. Reactive Machines<\/strong><\/h3>\n<ul data-start=\"2447\" data-end=\"2517\">\n<li data-start=\"2447\" data-end=\"2490\">\n<p data-start=\"2449\" data-end=\"2490\">No memory, only reacts to current input<\/p>\n<\/li>\n<li data-start=\"2491\" data-end=\"2517\">\n<p data-start=\"2493\" data-end=\"2517\">Example: IBM Deep Blue<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"2519\" data-end=\"2549\"><strong data-start=\"2523\" data-end=\"2547\">2. Limited Memory AI<\/strong><\/h3>\n<ul data-start=\"2550\" data-end=\"2660\">\n<li data-start=\"2550\" data-end=\"2580\">\n<p data-start=\"2552\" data-end=\"2580\">Today\u2019s most dominant form<\/p>\n<\/li>\n<li data-start=\"2581\" data-end=\"2606\">\n<p data-start=\"2583\" data-end=\"2606\">Learns from past data<\/p>\n<\/li>\n<li data-start=\"2607\" data-end=\"2660\">\n<p data-start=\"2609\" data-end=\"2660\">Used in self-driving cars, recommendation systems<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"2662\" data-end=\"2703\"><strong data-start=\"2666\" data-end=\"2690\">3. Theory of Mind AI<\/strong> <em data-start=\"2691\" data-end=\"2701\">(future)<\/em><\/h3>\n<ul data-start=\"2704\" data-end=\"2782\">\n<li data-start=\"2704\" data-end=\"2761\">\n<p data-start=\"2706\" data-end=\"2761\">AI that understands emotions, beliefs, and intentions<\/p>\n<\/li>\n<li data-start=\"2762\" data-end=\"2782\">\n<p data-start=\"2764\" data-end=\"2782\">Not yet achieved<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"2784\" data-end=\"2825\"><strong data-start=\"2788\" data-end=\"2808\">4. Self-Aware AI<\/strong> <em data-start=\"2809\" data-end=\"2823\">(far future)<\/em><\/h3>\n<ul data-start=\"2826\" data-end=\"2895\">\n<li data-start=\"2826\" data-end=\"2851\">\n<p data-start=\"2828\" data-end=\"2851\">AI with consciousness<\/p>\n<\/li>\n<li data-start=\"2852\" data-end=\"2895\">\n<p data-start=\"2854\" data-end=\"2895\">Currently theoretical and controversial<\/p>\n<\/li>\n<\/ul>\n<hr data-start=\"2897\" data-end=\"2900\" \/>\n<h2 data-start=\"2902\" data-end=\"2921\"><strong data-start=\"2904\" data-end=\"2921\">\ud83c\udf1f Conclusion<\/strong><\/h2>\n<p data-start=\"2923\" data-end=\"3192\">Artificial Intelligence has evolved from simple logic-based systems to powerful deep learning models capable of performing human-like tasks. As AI continues to grow, understanding its history and types helps us appreciate its impact and prepare for future advancements.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence (AI) has become one of the most transformative technologies of the 21st century. From automating daily tasks to powering advanced research, AI has reshaped<span class=\"excerpt-hellip\"> [\u2026]<\/span><\/p>\n","protected":false},"author":4,"featured_media":2897,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-2888","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology"],"_links":{"self":[{"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/posts\/2888","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/comments?post=2888"}],"version-history":[{"count":6,"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/posts\/2888\/revisions"}],"predecessor-version":[{"id":2896,"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/posts\/2888\/revisions\/2896"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/media\/2897"}],"wp:attachment":[{"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/media?parent=2888"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/categories?post=2888"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infosec.usm.my\/v1\/wp-json\/wp\/v2\/tags?post=2888"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}