Why Banking & Finance-Hedge Funds Quant Finance-Trading Asset Management Methods, Model. . .

Source: https://www.linkedin.com/feed/update/urn%3Ali%3AugcPost%3A6877547687042945024

Why Banking & Finance-Hedge Funds Quant Finance-Trading Asset Management Methods, Models & Measures Need Revision: From Global Investment Bank Forex Arbitrage Trading Algorithms Strategy to FinTech Metaverse Future: https://lnkd.in/eahsVSYU:

Latest #HedgeFunds-#PrivateEquity-#VentureCapital #CEO-#CxO #Keynote: Dec. 6, 2021: https://lnkd.in/drkwCYmg:
The Evolution of #RiskManagement in a World of #Uncertainty

Fortune Interview: Yogesh Malhotra says his vision is to fill the gaps between #business and #technology, #data and #knowledge, and, #theory and #practice.

Inc. Magazine Technology Interview: “Obsolete what you know before others obsolete it to #profit by creating challenges and opportunities others haven’t thought about.”

#CIO #Magazine #Interview: “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.”

#Past #Data #Future #Decisions
#Prediction to #Anticipation of #Surprise

PROBLEM 1: #DATA: All Data is About the Past, All Decisions Are About the Future

SOLUTION: Advance Beyond Prediction to Anticipation of Surprise: 

Pioneering #FutureOfFinance Since 1993: Goldman Sachs.

All #Models Wrong, All #Algorithms Use #Models
#Model #Risk #Management to #ModelRisk #Arbitrage

PROBLEM 2: #MODELS: All Models Are Wrong, Yet All Algorithms Use Models

SOLUTION: Use Model Risk Management and Model Risk Arbitrage: 

#Princeton Princeton University #QuantFinance & #Trading, #FinTech-#Crypto R&D Presentations, Sponsors: Goldman Sachs, Citadel

No #AI #MasterAlgorithm

PROBLEM 3: #ALGORITHMS: No Master Algorithm, Different Tribes: Different Masters

SOLUTION: Deploy Common Sense, Sense Making & Intuition as AI Doesn’t Have Any of Them

#MIT AI Faculty-SME: Beyond the #Master #Algorithm
#ArtificialIntelligence #MachineLearning #DeepLearning
#NaturalLanguageProcessing #NLP #RPA #Robotics

PROBLEM 4: #RISKS: Fragmented Risks Across Domain ‘Silos’ Result in Systemic Risks

SOLUTION: Manage Non-Normal, Non-Linear Risks & Uncertainty for Adversarial Uncertainty

#WallStreet #HedgeFunds #InvestmentBanks
J.P. Morgan Goldman Sachs Alumnus Firm

PROBLEM 5: #AI #SUPREMACY: AI Supremacy Is a Myth and So Is Quantum Supremacy

SOLUTION: Ensure Command-Control Supremacy for AI-Quantum Resilience-Sustainability.

The Joint Staff #USAF #USSF
#Quantum #Computing #C4I #Cyber #Crypto #EMS
#Metaverse #Time #Space #Uncertainty #Complexity

PROBLEM 6: #METAVERSE: Every Vendor Sells One’s Own Metaverse ‘Products’

SOLUTION: Build Your Metaverse to Manage Quantum Uncertainty & Time-Space Complexity.

Global Risk Management Network LLC: Silicon Valley-Wall Street-Pentagon-Global Digital CEOs Networks
AIMLExchange™: AIMLExchange.com:
We create the Digital Future™:
BRINT™: BRINT.com:
From Future of Finance to Future of FinTech™:
C4I-Cyber™: C4I-Cyber.com:
Because the Future of the World Depends Upon It™

Why Banking & Finance-Hedge Funds Quant Finance-Trading Asset Management Methods, Models & Measures Need Revision: From Global Investment Bank Forex Arbitrage Trading Algorithms Strategy to FinTech Metaverse Future: https://lnkd.in/eahsVSYU: Latest #HedgeFunds-#PrivateEquity-#VentureCapital #CEO-#CxO #Keynote: Dec. 6, 2021: https://lnkd.in/drkwCYmg: The Evolution of #RiskManagement in a World of #Uncertainty Fortune Interview: "Yogesh Malhotra says his vision is to fill the gaps between #business and #technology, #data and #knowledge, and, #theory and #practice." Inc. Magazine Technology Interview: “Obsolete what you know before others obsolete it to #profit by creating challenges and opportunities others haven't thought about.” #CIO #Magazine #Interview: “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.” #Past #Data #Future #Decisions #Prediction to #Anticipation of #Surprise PROBLEM 1: #DATA: All Data is About the Past, All Decisions Are About the Future SOLUTION: Advance Beyond Prediction to Anticipation of Surprise:  Pioneering #FutureOfFinance Since 1993: Goldman Sachs. All #Models Wrong, All #Algorithms Use #Models #Model #Risk #Management to #ModelRisk #Arbitrage PROBLEM 2: #MODELS: All Models Are Wrong, Yet All Algorithms Use Models SOLUTION: Use Model Risk Management and Model Risk Arbitrage:  #Princeton Princeton University #QuantFinance & #Trading, #FinTech-#Crypto R&D Presentations, Sponsors: Goldman Sachs, Citadel No #AI #MasterAlgorithm PROBLEM 3: #ALGORITHMS: No Master Algorithm, Different Tribes: Different Masters SOLUTION: Deploy Common Sense, Sense Making & Intuition as AI Doesn’t Have Any of Them #MIT AI Faculty-SME: Beyond the #Master #Algorithm #ArtificialIntelligence #MachineLearning #DeepLearning #NaturalLanguageProcessing #NLP #RPA #Robotics PROBLEM 4: #RISKS: Fragmented Risks Across Domain ‘Silos’ Result in Systemic Risks SOLUTION: Manage Non-Normal, Non-Linear Risks & Uncertainty for Adversarial Uncertainty #WallStreet #HedgeFunds #InvestmentBanks J.P. Morgan Goldman Sachs Alumnus Firm PROBLEM 5: #AI #SUPREMACY: AI Supremacy Is a Myth and So Is Quantum Supremacy SOLUTION: Ensure Command-Control Supremacy for AI-Quantum Resilience-Sustainability. The Joint Staff #USAF #USSF #Quantum #Computing #C4I #Cyber #Crypto #EMS #Metaverse #Time #Space #Uncertainty #Complexity PROBLEM 6: #METAVERSE: Every Vendor Sells One’s Own Metaverse ‘Products’ SOLUTION: Build Your Metaverse to Manage Quantum Uncertainty & Time-Space Complexity. Global Risk Management Network LLC: Silicon Valley-Wall Street-Pentagon-Global Digital CEOs Networks AIMLExchange™: AIMLExchange.com: We create the Digital Future™: BRINT™: BRINT.com: From Future of Finance to Future of FinTech™: C4I-Cyber™: C4I-Cyber.com: Because the Future of the World Depends Upon It™
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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.