Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A6977211227173261312
Artificial Intelligence (AI) & Machine Learning (ML) are Different from Human Intelligence (HI): AI is Not Human and Humans are Not AI! While AI-ML-DL are based on Statistical Probabilistic Mechanical Pattern Processing, HI is based on how HUMAN MIND CREATES MEANING as in Socio-Psychological Personal and Social Construction of Meanings based upon Affect-Feelings-Emotions, Self-Determination and Volition driven Cognition, Creativity, Imagination, Intuition, Insight and Meaningful Purposive Action: ALL considered TOGETHER, NOT separately as many tend to focus on Cognition alone!
Massachusetts Institute of Technology
MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
MIT Sloan School of Management
#MIT #AI #ML #DL #Executive #Guide: https://lnkd.in/eknKzm5 :
Princeton University
Princeton Bendheim Center for Finance
Operations Research & Financial Engineering Department, Princeton University
#Princeton #AI #Quantum #Presentations: https://lnkd.in/gcp_yHe :
#Machines are NOT #Human: #Statistics is NOT #Psychology:
#ComputerScience #SystemsScience #NetworkScience #Data:
#Psychology: https://lnkd.in/epx6zV3
#Statistics: https://lnkd.in/ec99Zkd
#AI is NOT #HumanLike
Calling #AI or #ML is Human-Like MUST be based on #scientific #foundations of KNOWING what #Human #Knowing, #Learning, #Intelligence mean as well as CLEAR CONTRASTS between AI and HI.
HI: #Human #Knowing #Learning #Intelligence: https://lnkd.in/epx6zV3
vs
AI: #AI #ML #DL #NLP: https://lnkd.in/ec99Zkd
#Circular #reasoning is evident in the ‘assumption’ that AI is #HumanLike and then arriving at the ‘conclusion’ that AI is #HumanLike. This MUST STOP to not only avoid AI-Nuclear Winter [worse than any prior #AIWinter] and to avoid #confusion that can lead to #muddled #policy-#execution from fundamentally #flawed #assumptions, that can have #existential #implications as in AI-driven #Nuclear #Global #Defense and #Space: https://lnkd.in/gMR596dj
#AI #Attention is NOT #Human #Attention
Situation is not helped by using #Psychological constructs such as #Human #Attention [as used by #HerbertSimon] and #nonchalantly affixing their names to #AI as in #Attention-#Transformers: https://lnkd.in/gGQRBvJC
#Human #Intelligence is DRIVEN by #MEANING, #AI has NONE.
#Mechanical #Meaningless #AI #ML #DL, such as #NLP used for #query would be even more confused when two totally different Attention constructs are used in same #search along with other terms that MEAN totally different things: e.g. the classic #SearchEngine problem of #recognizing-#distinguishing between #Penguins #birds from a US #hockey team of the same name https://lnkd.in/eCKAYpK
#ReinforcementLearning #RL: #AI #RL is NOT #Human #RL
Limitations of RL can lead to large-scale #failures of #systems when advanced beyond #lab #environments to #realworld #dynamic-#nondeterministic #environments https://lnkd.in/ec99Zkd .
Global Risk Management Network, LLC: Future of AI-Computer Science-Data Science-Finance Are All Here