700-Slides Slide Deck: Why LLM AI Agents Can’t KNOW, While Human Agents Can..: SSRN . . .

700-Slides Slide Deck: Why LLM AI Agents Can't KNOW, While Human Agents Can..: SSRN Download PDF https://lnkd.in/e9-2fPdF YouTube Video: https://lnkd.in/eVZmjeHk : "You can know the #name of a bird in all the languages of the world, but when you're finished, you'll #know absolutely #nothing whatever about the bird... So let's look at the bird and see what it's #doing -- that's what #counts." -- "What is #Science?" The #Physics Teacher, Richard P. Feynman So, 'seeing' a trillion 'pictures of a cat' doesn't make [human or AI agent] any more knowledgeable about a cat... try pulling the tail of a cat [better, try "catching tiger by its tail"] and you'll KNOW! Nor does showing a trillion 'pictures of a cat' [to human or AI agent] make one really KNOW "what a cat is" or make one an expert in "herding cats" as many "cat herders" know... Now having read what you just read, unless you know about the '#interpretive #flexibility' of the #text-based #MEANINGS of the quoted TEXT "catching tiger by its tail", "herding cats" and "cat herders", you [as well as AI-agent] will not be even aware of how this phrase of text-based-words applies to #diverse #contexts that have NOTHING TO DO WITH 'cat #pictures' AND 'cats' [or 'tigers']. So that is the DIFFERENCE between #KNOWING #text-based #WORDS vs their REAL #MEANING in #diverse #contexts! See, e.g.: The Joint Staff The #JointStaff: Existential Survival: Far From Madding Crowd Echo Chambers: https://lnkd.in/g_rPnJpg #AWS #Partner #Interview: "Walking the Walk" vs. "Talking the Talk": https://lnkd.in/exMTBcyP "In the eyes of the wise, #Knowledge & #Action are one!" Above observation from a Systems Theorist (inspiration for my PhD R&D on #AI-#ML, #IT-#KM, #RiskManagement, #Controls, #StructuralEquation #Models) sparked interesting dialog at late-1990s #OrganizationScience Winter Conference in Keystone, CO, where I was a final year PhD fellow with top senior #scholars, #practitioners and #policymakers well known in the worlds of higher #academia, #policy, & #practice of the discipline just born then known as #KnowledgeManagement (KM). A key question posed by a most cited Management scholar at that time was: 'Even though I am publishing studies of practitioners, do I have real Knowledge...' Coming from global #IT-#Management practices as the youngest top-ranked KM scholar-practitioner and a proponent of #STRONG #EMPIRICISM, I think of #KNOWLEDGE as ALWAYS rooted in #ACTIONS-and-#BEHAVIORS. It is ONLY in #DOING and #LIVING, that we #KNOW! 1993-Current: R&D: #Meaning-Aware #Human-Centered AI inspired by #AI-#GA pioneer John Holland https://lnkd.in/gcYqAWqm. AWS-Quantum Valley Building the Future of AI-Quantum Networks: Global Risk Management Network LLC-NY Silicon Valley's Next Big Thing™: CEO-CTO-CFO Know-Build-Monetize™ Networks: Join The CxO Metaverse™ C4I-Cyber Quantum Valley-SiliconValley Digital Pioneer USAF-USSF Ventures Engineering Sustainability