{"id":97244,"date":"2025-10-30T10:30:55","date_gmt":"2025-10-30T14:30:55","guid":{"rendered":"https:\/\/danielschristian.com\/learning-ecosystems\/?p=97244"},"modified":"2025-10-30T10:30:55","modified_gmt":"2025-10-30T14:30:55","slug":"a-new-operating-system-for-ld-in-the-age-of-ai-hardman-other-items-re-ai-in-our-learning-ecosystems","status":"publish","type":"post","link":"https:\/\/danielschristian.com\/learning-ecosystems\/2025\/10\/30\/a-new-operating-system-for-ld-in-the-age-of-ai-hardman-other-items-re-ai-in-our-learning-ecosystems\/","title":{"rendered":"&#8220;&#8230;a new operating system for L&#038;D in the age of AI?&#8221; [Hardman] + other items re: AI in our learning ecosystems"},"content":{"rendered":"<p><a href=\"https:\/\/community.nasscom.in\/communities\/ai\/custom-ai-development-evolving-static-ai-systems-dynamic-learning-agents-2025\" target=\"_blank\" rel=\"noopener\"><strong>Custom AI Development: Evolving from Static AI Systems to Dynamic Learning Agents in 2025<\/strong> <\/a>&#8212; community.nasscom.in<\/p>\n<p>This blog explores how\u00a0<strong data-end=\"1490\" data-start=\"1465\">custom AI development<\/strong>\u00a0accelerates the evolution from static AI to dynamic learning agents and why this transformation is critical for driving innovation, efficiency, and competitive advantage.<br \/>\n&#8230;<br \/>\n<strong>Dynamic Learning Agents: The Next Generation<br \/>\n<\/strong>Dynamic learning agents, sometimes referred to as adaptive or agentic AI, represent a leap forward. They combine\u00a0<strong>continuous learning<\/strong>,\u00a0<strong data-end=\"3576\" data-start=\"3555\">autonomous action<\/strong>, and\u00a0<strong>context-aware adaptability<\/strong>.<\/p>\n<p>Custom AI development plays a crucial role here: it ensures that these agents are\u00a0<strong>designed specifically for an enterprise\u2019s unique needs<\/strong>\u00a0rather than relying on generic, one-size-fits-all AI platforms. Tailored dynamic agents can:<\/p>\n<ul>\n<li>Continuously learn from incoming data streams<\/li>\n<li>Make autonomous, goal-directed decisions aligned with business objectives<\/li>\n<li>Adapt behavior in real time based on context and feedback<\/li>\n<li>Collaborate with other AI agents and human teams to solve complex challenges<\/li>\n<\/ul>\n<p>The result is an AI ecosystem that evolves with the business, providing sustained competitive advantage.<\/p>\n<p><span style=\"color: #800000;\"><em>Also from community.nasscom.in, see:<\/em><\/span><\/p>\n<p><a href=\"https:\/\/community.nasscom.in\/communities\/ai\/building-ai-agents-multimodal-models-perception-action\"><strong>Building AI Agents with Multimodal Models: From Perception to Action<\/strong><\/a><\/p>\n<p style=\"padding-left: 40px;\"><strong data-end=\"1645\" data-start=\"1593\">Perception: The Foundation of Intelligent Agents<br \/>\n<\/strong>Perception is the first step in building AI agents. It involves\u00a0<strong>capturing and interpreting data from multiple modalities<\/strong>, including text, images, audio, and structured inputs. A multimodal AI agent relies on this comprehensive understanding to make informed decisions.<\/p>\n<p style=\"padding-left: 40px;\">For example, in healthcare, an AI agent may process electronic health records (text), MRI scans (vision), and patient audio consultations (speech) to build a complete understanding of a patient\u2019s condition. Similarly, in retail, AI agents can analyze purchase histories (structured data), product images (vision), and customer reviews (text) to inform recommendations and marketing strategies.<\/p>\n<p style=\"padding-left: 40px;\">Effective perception ensures that AI agents have\u00a0<strong>contextual awareness<\/strong>, which is essential for accurate reasoning and appropriate action.<\/p>\n<hr \/>\n<p><a href=\"https:\/\/www.linkedin.com\/posts\/dr-philippa-hardman-057851120_from-70-20-10-to-90-10-a-new-operating-system-activity-7379425223873560576-_Put?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAHSQ2kBfElT_TLATvS_bcdFygMCtJ8a8Iw\" target=\"_blank\" rel=\"noopener\"><strong>From 70-20-10 to 90-10: a new operating system for L&amp;D in the age of AI?<\/strong><\/a>\u00a0&#8212; from linkedin.com by Dr. Philippa Hardman<\/p>\n<p><iframe loading=\"lazy\" title=\"Embedded post\" src=\"https:\/\/www.linkedin.com\/embed\/feed\/update\/urn:li:share:7379425221159591936\" width=\"504\" height=\"1656\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p><span style=\"color: #800000;\"><em>Also from Philippa, see:<\/em><\/span><\/p>\n<ul>\n<li><a href=\"https:\/\/drphilippahardman.substack.com\/p\/defining-and-navigating-the-jagged\" target=\"_blank\" rel=\"noopener\"><strong>Defining &amp; Navigating the Jagged Frontier in Instructional Design (October, 2025)<\/strong><\/a><br \/>\n<em>What we know about where AI helps (and where it hinders) Instructional Design, and how to manage it<\/em><\/li>\n<\/ul>\n<hr \/>\n<p><iframe loading=\"lazy\" title=\"Embedded post\" src=\"https:\/\/www.linkedin.com\/embed\/feed\/update\/urn:li:share:7387871288092135424\" width=\"504\" height=\"1317\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<hr \/>\n<p><a href=\"https:\/\/wondertools.substack.com\/p\/your-new-chatgpt-guide\" target=\"_blank\" rel=\"noopener\"><strong>Your New ChatGPT Guide<\/strong> <\/a>&#8212; from wondertools.substack.com by Jeremy Caplan and The PyCoach<br \/>\n<span style=\"color: #800000;\"><strong><em>25 AI Tips &amp; Tricks from a guest expert<\/em><\/strong><\/span><\/p>\n<ul>\n<li>ChatGPT can make you more productive or dumber. An MIT\u00a0<a href=\"https:\/\/time.com\/7295195\/ai-chatgpt-google-learning-school\/\" rel=\"\">study<\/a>\u00a0found that while AI can significantly boost productivity, it may also weaken your critical thinking.\u00a0<strong>Use it as an assistant, not a substitute<\/strong>\u00a0for your brain.<\/li>\n<li>If you\u2019re a student, use\u00a0<a href=\"http:\/\/wondertools.substack.com\/p\/turn-ai-into-your-personal-tutor\" rel=\"\">study mode<\/a>\u00a0in ChatGPT, Gemini, or Claude. When this feature is enabled, the chatbots will guide you through problems rather than just giving full answers, so you\u2019ll be doing the critical thinking.<\/li>\n<li>ChatGPT and other chatbots can confidently make stuff up (aka AI hallucinations). If you suspect something isn\u2019t right, double-check its answers.<\/li>\n<li><a href=\"https:\/\/wondertools.substack.com\/p\/notebooklm-2024-update\" rel=\"\">NotebookLM<\/a>\u00a0hallucinates less than most AI tools, but it requires you to upload sources (PDFs, audio, video) and won\u2019t answer questions beyond those materials. That said, it\u2019s great for students and anyone with materials to upload.<\/li>\n<li>Probably the most underrated AI feature is\u00a0<a href=\"https:\/\/wondertools.substack.com\/p\/deepresearch\" rel=\"\">deep research<\/a>. It automates web searching for you and returns a fully cited report with minimal hallucinations in five to 30 minutes. It\u2019s available in ChatGPT, Perplexity, and Gemini, so give it a try.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<hr \/>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Custom AI Development: Evolving from Static AI Systems to Dynamic Learning Agents in 2025 &#8212; community.nasscom.in This blog explores how\u00a0custom AI development\u00a0accelerates the evolution from static AI to dynamic learning agents and why this transformation is critical for driving innovation, efficiency, and competitive advantage. &#8230; Dynamic Learning Agents: The Next Generation Dynamic learning agents, sometimes [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[113,329,374,356,817,387,260,200,286,32,210,533,3,391,458,180,119,482,124,46,102,17,7,838,510,559,79,118],"tags":[],"class_list":["post-97244","post","type-post","status-publish","format-standard","hentry","category-21st-century","category-24x7x365-access","category-adult-learning","category-artificial-intelligence-agents-llms-and-related","category-bots","category-business","category-content-development-aggregation-repositories","category-corporate-universities","category-digital-learning","category-education-technology","category-emerging-technologies","category-experimentation","category-higher-education","category-human-computer-interaction-hci","category-india","category-innovation","category-instructional-design","category-intelligent-systems","category-intelligent-tutoring","category-k-12-related","category-learning","category-learning-agents","category-learning-ecosystem","category-learning-experience-design","category-learning-from-the-living-class-room","category-learning-hubs","category-liberal-arts","category-training-corporate-universities"],"_links":{"self":[{"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts\/97244","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/comments?post=97244"}],"version-history":[{"count":13,"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts\/97244\/revisions"}],"predecessor-version":[{"id":97276,"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts\/97244\/revisions\/97276"}],"wp:attachment":[{"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/media?parent=97244"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/categories?post=97244"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/tags?post=97244"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}