Beyond Artificial to Real Intelligence: REALLY Advancing Artificial Intelligence (AI) t. . .

Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A7029130576586571777

Beyond Artificial to Real Intelligence: REALLY Advancing Artificial Intelligence (AI) to Human-Like Intelligence (HI): #Digital #Cyber #TopGun: https://lnkd.in/g4pCa-Eh: https://lnkd.in/ecvGyKvB : AI is Not Human and Humans are Not AI! https://lnkd.in/gDi7FPjX :
#Human #Intelligence is DRIVEN by #MEANING, #AI has NONE:

AI-ML-DL are based on #Statistical #Probabilistic #Mechanical #Pattern #Processing, HI is based on how #HUMAN #MIND CREATES #MEANING driven by #Affect-#Feelings-#Emotions-#SelfDetermination-#Volition, Cognition, Creativity, #Imagination, #Intuition, Insight, #Meaningful Purposive Action ALTOGETHER while AI-focus is on Cognition ONLY!: https://lnkd.in/ec99Zkd .

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

Advancing #AI to ‘Human-Like’ MUST be based on #scientific #foundations of #Human #Knowing-#Learning-#Intelligence: https://lnkd.in/epx6zV3

HI: #Human #Knowing #Learning #Intelligence: https://lnkd.in/epx6zV3
vs
AI: #AI #ML #DL #NLP: https://lnkd.in/ec99Zkd

#Circular #reasoning evident in ‘assumption’ that AI is #HumanLike leading to ‘conclusion’ that AI is #HumanLike MUST STOP to avoid a #NuclearWinter from #muddled #policy-#execution in AI-driven #Nuclear #Global #Defense and #Space: https://lnkd.in/gMR596dj .

#AI #Attention is NOT #Human #Attention

Situation is not helped by INCORRECTLY using #Psychological constructs such as #Human #Attention and affixing their names to #AI as in #Attention-#Transformers: https://lnkd.in/gGQRBvJC

#Mechanical #Meaningless #AI #ML #DL e.g. #ChatGPT clearly establish #GIGO AS PROVEN: https://lnkd.in/gDi7FPjX :

Limitations of AI are evident in $100 Billion #failures such as #SelfDriving #Car #Myth when advanced beyond #lab #environments to #realworld #dynamic-#nondeterministic #environments https://lnkd.in/ec99Zkd :

#ZeroHype #Science #Driving #Global #Digital #Practices for 30-Years

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Global Post AI-Quantum Finance & Trading Networks Pioneer Dr.-Eng.-Prof. Yogesh Malhotra is the “Singular Post AI-Quantum Pioneer” identified by Grok AI with R&D impact recognized among Artificial Intelligence (AI) and Quantitative Finance Nobel Laureates. As MIT-Princeton AI-ML-Cyber-Crypto-Quantum Finance & Trading and FinTech-Crypto Faculty-Industry Expert, and U.S. and Global Hedge Funds Advisory & Venture Capital CEO-CTO Teams Mentor, he has pioneered Silicon Valley-Wall Street-Pentagon Digital CEO-CTO Practices, Technologies, and Networks from world’s first-foremost-largest Global Digital Transformation Networks to New York State IDEA Award recognized Pentagon-USAF MVP Global Post AI-Quantum Networks pioneering Future of Finance and Trading practices as Trillion-Dollar Wall Street Hedge Funds and Investment Banks leader.