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AIMLExchange™ Global Digital CEOs-CxOs Network™ Leading Global CxO Digital Transformation & Risk Management Practices for 3-Decades: Sample of our corporate and organizational clients and patrons: Banking-Finance-IT: Goldman Sachs, Google, HP, IBM, Intel, Microsoft, Wells Fargo Consulting Firms: Accenture, Ernst & Young, McKinsey, PriceWaterhouse Coopers; Healthcare: WHO, US Health & Human Services, UK Dept. of Health, European HMA; World Governments: Australia, Brazil, Canada, China, European Union, UK, USA; U.S. Defense: AFRL, Air Force, Army, CCRP, Comptroller, DISA, DoD, NASA, Navy; World Defense: Australia (Air Force), Canada (Defence R&D), UK (Ministry of Defence); Universities: Harvard, INSEAD, MIT, Princeton, Stanford, UC Berkeley, Wharton; Associations: AACSB, ABA, ACM, AICPA, AOM, APICS, ASTD, ISACA, IEEE, INFORMS. Global Business & IT Editorial Reviews as Industry Benchmark: Wall Street Journal, New York Times, Fortune, Fast Company, Forbes, Business Week, CIO, CIO Insight, Computerworld, Information Week, etc. 'The new business model of the Information Age, however, is marked by fundamental, not incremental, change. Businesses can't plan long-term; instead, they must shift to a more flexible anticipation-of-surprise model.' – CIO Magazine Interview, Dr. Yogesh Malhotra. 'Obsolete what you know before others obsolete it and profit by creating the challenges and opportunities others haven't even thought about…' – Inc. Magazine Interview, Dr. Yogesh Malhotra. 'Yogesh Malhotra says his vision is to fill the gaps between business and technology, data and knowledge, and, theory and practice…' – Fortune Magazine Interview, Dr. Yogesh Malhotra. R&D Building, Leading & Growing Global Digital Practices, Technologies, Teams, and, Ventures For 3-Decades: Silicon Valley-Wall Street-Pentagon-Global Boards-CEOs-NYS-USAF-USSF-MIT-Princeton-AWS Partner-AI-Cyber-Crypto-Quantum-Networks-Risk Engineering SME: MIT Computer Science & AI Lab Faculty-SME CEOs-CTOs-CIOs AI-ML Executive Guide: AI-ML-DL-NLP-Robots: R&D Impact Among AI-Quant Finance Nobel Laureates: Princeton-CFA-PRMIA-Financial Markets-Exchanges-Hedge Funds Risk Engineering, AI-Cyber-Crypto-Quant Finance-Trading Wall Street Quant-Chief Scientist. C4I-Cyber™: C4I-Cyber.com: Because the Future of the World Depends Upon It™: Controlling Global 'Invisible Risk' Contagions Cascading Across 'Global Networks'. C4I-Cyber™ Global Command & Control Network™ Leading Global CxO Digital Transformation & Risk Management Practices for 30-Years. 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#AI #Researchers-#Scientists Probing #Trust #Foundations of #AI: Where Our #ArtificialI. . .

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Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A6993248265047597057

#AI #Researchers-#Scientists Probing #Trust #Foundations of #AI: Where Our #ArtificialIntelligence R&D ranked for impact among #AI-#Quant #NobelLaureates started ~ 30-Years ago: https://lnkd.in/gw473h62 :

#Quantum, #Trustable, #Explainable #AI: https://lnkd.in/gmT_uafc :
#Digital #Cyber #TopGun: https://lnkd.in/g4pCa-Eh: https://lnkd.in/ecvGyKvB :
#DanielKahneman #AI #Car #Challenge: https://lnkd.in/eBmn2pk:

Our First Paper on #Meaning-Driven & #HumanCenteredAI Focused on crucial construct of #MEANING central to ALL #Causality analyses beyond ALL Existing #BlackBox #AI #Correlations built on #Unscientific #DataMining:

Malhotra, Y., Expert Systems for Knowledge Management: Crossing the Chasm between Information Processing & Sense Making, Expert Systems with Applications, 20(1), 7-16, 2001:
https://lnkd.in/eetCEAz :

30-Year Lead on Current State of #AI R&D & #Practices:

“There has been an over-concentration on #Shannon’s definition of #information in terms of #uncertainty (a very good definition for the original purposes) with little attempt to understand how #MEANING directs a #message in a #network. This, combined with a concentration on end-points (#equilibria) rather than properties of the #trajectory (move sequence) in #games has lead to a very unsatisfactory treatment of the #dynamics of #organizations.” — John H. Holland, then at Santa Fe Institute (personal communication, June 21, 1995)

World-Leading #AI R&D: Global #Uncertainty-#Complexity #Practices Beyond #Shannon’s #InformationTheory:

2021 #Pentagon #JointChiefs The Joint Staff: Post-AI-Quantum Computing #Digital #Disruption #Architecture Beyond #AI #Quantum #Computing #Supremacy #Hype https://lnkd.in/eR2fJpW

2022 #Amazon #AWS Amazon Web Services (AWS): How To Implement #WellArchitected #ZeroTrust #Hybrid-#CloudComputing: #Cloud #Digital #Innovation at Scale with
#IaC #DevSecOps #MLOps: https://lnkd.in/gsJX4s47

#CommonSense #Intelligence & #SenseMaking Beyond #AI:
https://lnkd.in/gR9ST8Pn :
Massachusetts Institute of Technology
MIT Sloan School of Management
#MIT MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) #Faculty-#SME: #AI-#ML-#DL-#NLP-#Robotics: R&D Impact Among AI-Quant Nobel Laureates: https://lnkd.in/eknKzm5:

Princeton University
Operations Research & Financial Engineering Department, Princeton University
Princeton Bendheim Center for Finance
#Princeton AI-ML-Quant-Cyber-Crypto-Quantum-Risk-Computing: ModelRiskArbitrage.com: https://lnkd.in/gcp_yHe
Sponsors: #GoldmanSachs, #Citadel

Why #AI-#Computer #Science Doesn’t ‘Get’ #Intelligence?
R&D #Impact Among #AI-#Quant #NobelLaureates:
https://lnkd.in/et2wpKe:

How #AI-#ComputerScience Must Evolve to Really ‘Get’ #Intelligence:
SSRN 99 Top-10 R&D Rankings, Top 1% Authors:
https://lnkd.in/ec99Zkd

Silicon Valley’s Next Big Thing™: CEO-CTO-CFO Know-Build-Monetize™ Networks: Join The CxO Metaverse™

Global Risk Management Network LLC: Silicon Valley-Wall Street-Pentagon Digital CEO-CTO-CFO Networks

Scientists Increasingly Can?t Explain How AI Works
Scientists Increasingly Can?t Explain How AI Works
http://www.vice.com
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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.