“Function of an Average is Not an Average of a Function”. Conversely, “#Average of a #F. . .

Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A6904864330257358848

Function of an Average is Not an Average of a Function. Conversely, #Average of a #Function is Not the #Function of the #Average. Our Princeton University #Quant #Trading & #Finance #FinTech-#Crypto presentations sponsored by firms such as Goldman Sachs & Citadel advance above #Computational and #Quantitative #Finance & #Trading perspectives: ModelRiskArbitrage.com:

And beyond to
#AI #ML #DL #Quant #Cyber #Crypto #Quantum #Risk #Computing:
SSRN: 30+ Papers and Presentations:
SSRN 84 Top-10 R&D Rankings,
SSRN Top 1% Author Ranking:
https://lnkd.in/gFn4Vm2
Building upon our R&D Impact Ranked-Recognized Among #AI #Quant #FinTech #NobelLaureates such as #HerbertSimon & #BlackScholes.

#QuantumRealities #CommonSense #SenseMaking
Latest Presentation: https://lnkd.in/eRuQKdsy

•  Know Math Underlying Your #Models #Algorithms #Data (#MAD)
•  More Importantly, Know the #Limitations of that #Math
•  Most Importantly, Apply #Intuition to Advance Beyond #Gaps

National Association of Insurance Commissioners (NAIC) Expert Paper: Advancing Cyber Risk Insurance Underwriting Model Risk Management beyond VaR to Pre-Empt and Prevent the Forthcoming Global Cyber Insurance Crisis: https://lnkd.in/ea27wsh :

– World’s First #Post-#Doctoral #ComputerScience #Network #Computer #Security #Engineering #Computational #Quantitative #Finance #Thesis Correcting Worldwide #Cyber #Risk #Modeling #Practices built upon Faulty Foundations of #VaR #ValueAtRisk.

A Report on the Future of Finance, Future of Risk, and Future of Quant: Risk, Uncertainty, and, Profit for the Cyber Era: Model Risk Management of Cyber Insurance Models using Quantitative Finance and Advanced Analytics: https://lnkd.in/gyQSx6n .

#QuantumUncertainty Needs #QuantumMinds

Advancing #GoldmanSachs#Model #RiskManagement practices, we take the world beyond #Static #Normal #Linear #Mathematical #Prediction #Control #Models to Real World #NonNormal #NonLinear #Dynamic #Uncertainty, #BlackHat #Adversarial #Uncertainty and #ModelRisk #Arbitrage.

#ControlDoctrine: #TheoryOfEverything: #HowTheWorldWorks

Our R&D has advanced worldwide practices beyond the #Fallacy of #Prediction & #Control for #Theoretical #Lab #Environments to #Reslience #Engineering for #Dynamic #Adversarial #Uncertainty: FutureOfFinance.org (Goldman Sachs).

Examples include #Enterprise #Computing and #FinTech Global Financial Crisis #HealthTech COVID19, #DefTech Beyond #UnrestrictedWarfare: https://lnkd.in/gFn4Vm2 .

We have advanced related R&D and practices focus to broader #Mathematical #Statistical #Probabilistic #Stochastic & #Non #Deterministic #Risk, #Uncertainty #Modeling #Domains & #Dynamic #Adversarial #Uncertainty-#Risk #Environments

For #ArtificialIntelligence #MachineLearning #DeepLearning #NLP #Robotics #RPA, #Cybersecurity #Cryptography #Cryptanalytics, #Quantum #Computing #QuantumCryptography.

AIMLExchange.com – BRINT.com – C4I-Cyber.com

"Function of an Average is Not an Average of a Function". Conversely, "#Average of a #Function is Not the #Function of the #Average." Our Princeton University #Quant #Trading & #Finance #FinTech-#Crypto presentations sponsored by firms such as Goldman Sachs & Citadel advance above #Computational and #Quantitative #Finance & #Trading perspectives: ModelRiskArbitrage.com: And beyond to #AI #ML #DL #Quant #Cyber #Crypto #Quantum #Risk #Computing: SSRN: 30+ Papers and Presentations: SSRN 84 Top-10 R&D Rankings, SSRN Top 1% Author Ranking: https://lnkd.in/gFn4Vm2 Building upon our R&D Impact Ranked-Recognized Among #AI #Quant #FinTech #NobelLaureates such as #HerbertSimon & #BlackScholes. #QuantumRealities #CommonSense #SenseMaking Latest Presentation: https://lnkd.in/eRuQKdsy •  Know Math Underlying Your #Models #Algorithms #Data (#MAD) •  More Importantly, Know the #Limitations of that #Math •  Most Importantly, Apply #Intuition to Advance Beyond #Gaps National Association of Insurance Commissioners (NAIC) Expert Paper: Advancing Cyber Risk Insurance Underwriting Model Risk Management beyond VaR to Pre-Empt and Prevent the Forthcoming Global Cyber Insurance Crisis: https://lnkd.in/ea27wsh : - World's First #Post-#Doctoral #ComputerScience #Network #Computer #Security #Engineering #Computational #Quantitative #Finance #Thesis Correcting Worldwide #Cyber #Risk #Modeling #Practices built upon Faulty Foundations of #VaR #ValueAtRisk. A Report on the Future of Finance, Future of Risk, and Future of Quant: Risk, Uncertainty, and, Profit for the Cyber Era: Model Risk Management of Cyber Insurance Models using Quantitative Finance and Advanced Analytics: https://lnkd.in/gyQSx6n . #QuantumUncertainty Needs #QuantumMinds Advancing #GoldmanSachs' #Model #RiskManagement practices, we take the world beyond #Static #Normal #Linear #Mathematical #Prediction #Control #Models to Real World #NonNormal #NonLinear #Dynamic #Uncertainty, #BlackHat #Adversarial #Uncertainty and #ModelRisk #Arbitrage. #ControlDoctrine: #TheoryOfEverything: #HowTheWorldWorks Our R&D has advanced worldwide practices beyond the #Fallacy of #Prediction & #Control for #Theoretical #Lab #Environments to #Reslience #Engineering for #Dynamic #Adversarial #Uncertainty: FutureOfFinance.org (Goldman Sachs). Examples include #Enterprise #Computing and #FinTech Global Financial Crisis #HealthTech COVID19, #DefTech Beyond #UnrestrictedWarfare: https://lnkd.in/gFn4Vm2 . We have advanced related R&D and practices focus to broader #Mathematical #Statistical #Probabilistic #Stochastic & #Non #Deterministic #Risk, #Uncertainty #Modeling #Domains & #Dynamic #Adversarial #Uncertainty-#Risk #Environments... For #ArtificialIntelligence #MachineLearning #DeepLearning #NLP #Robotics #RPA, #Cybersecurity #Cryptography #Cryptanalytics, #Quantum #Computing #QuantumCryptography. AIMLExchange.com - BRINT.com - C4I-Cyber.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.