AWS Quantum Valley Global Risk Management Network LLC: 30-Years Leading AI-Quantum Finance Practices

How to Advance #DeepSeek-#AI #ReinforcementLearning #Models: AIMLExchange.com: https://lnkd.in/gGMdpZ9D : #ChatGPT https://lnkd.in/gtb_ZfQy . #Perplexity https://lnkd.in/gFdeYrSH . #You https://lnkd.in/gMHHQKsN . More on #Dynamic #OutcomesDrivenAI https://lnkd.in/gsBxKh4f When #Static #InputDrivenAI & #DataDrivenAI Models Fail. Advancing #OutcomesDrivenAI #Systems-#Networks #Uncertainty-#Complexity #Engineering Building AI-#Business #Performance #Outcomes Beyond #DataDrivenAI Since 1993 #PunishedByRewards: When #BestPractices Become #WorstPractices. Hence #RL #Models Are Suitable for #Static #Deterministic #Compliance-Driven Contexts and Fail in #Novel #Dynamic #NonDeterministic Contexts Where #Error #Detection-#Correction is More Critical than #Compliance: 30-Years R&D Advancing BEYOND Human-AI-Reinforcement Learning Models: R&D Impact Among #ArtificialIntelligence-#Quant #Finance Nobel Laureates: https://lnkd.in/epx6zV3 #Generative #AI-#Reinforcement #Learning #Models: #AI #RL #Models Beyond #ClosedSystems #Statics to #OpenSystems #Dynamics: SSRN: Post AI-Quantum Models: 128 Top-10 R&D Rankings: https://lnkd.in/ec99Zkd . How to Build #Agile-#Resilient-#Sustainable #AI-#RLModels for #OpenSystems #Dynamics of #Causal #Environments: https://lnkd.in/ejDCev2R : 1993-2025 Our Journey from World's Top Digital Site-Search Engine-Social Network To World-Leading Post AI-Quantum Know-Build-Monetize? Networks: Santa Fe Institute to Pentagon, US Department of Defense, Office of the Secretary of Defense for Policy: Global Digital, AI, Quantum, Post AI-Quantum Economies Pioneer, From Beta Version of First Web Browser in 1993, We Create the Digital Future?. You Can Too! Let's Show You How! Global Risk Management Network, LLC #QuantumValley Know-Build-Monetize? Post AI-Quantum Networks How To Future-Proof YOU Beyond AI-GenAI: Google AI #Podcasts: We Build #QuantumMinds for #Quantum #Uncertainty https://lnkd.in/eiuQZ__C United States Air Force-Pentagon, US Department of Defense, Office of the Secretary of Defense for Policy MVP: Know-Build-Monetize? Networks: 30-Years Advancing You Beyond #Digital #Search-#Learn-#Work: Why #Search When You Can #Know? Why #Learn When You Can #Build? Why #Work When You Can #Monetize? YM-ABC?: YogeshMalhotra.com New York State: "Join Dr. Yogi Malhotra to get up to speed on Cloud Technology." USAF-AFRL Ventures: "Do Something Epic: Save the World?": We Create the Digital Future?. You Can Too! Let's Show You How! AIMLExchange?: AIMLExchange.com: We Create the Digital Future? BRINT?: BRINT.com: From Future of Finance? to Future of Defense? C4I-Cyber?: C4I-Cyber.com: Because the Future of the World Depends Upon It? -- AWS Quantum Valley Global Risk Management Network LLC: 30-Years Leading AI-Quantum Finance Practices Silicon Valley's Next Big Thing?: Know-Build-Monetize? Networks: 30-Years Building Meaning-Aware AI Silicon Valley-Wall Street-Pentagon Leader: 30 Years Building AI-Cyber-Crypto-Quantum Risk Networks --

#AI #AutomatedReasoning: #Math vs. #Meanings: #Policy vs. #Politics: e.g. Federal Reserve Board: #Policy, Not #Data, Guiding Latest #Decision: https://lnkd.in/ev3rkrxw : Beyond #DataDriven AI: #Trust #Outcomes, Not #Inputs: https://lnkd.in/eswuM7G9 : E.g. #AI #Data-#Compute-#Energy INPUTS: EFFICIENCY = OUTCOMES / INPUTS : So [+EFFICIENCY => +OUTCOMES, -INPUTS] & [+EFFICIENCY =>NOT +INPUTS]. #AutomatedReasoning: #Dynamic #OpenSystems #OutcomesDrivenAI vs #Static #ClosedSystems [Historical] Data-Driven #InputsDrivenAI Your following point is key: "The process begins by translating business #rules and #policies [*#politics*] into #mathematical #logic, which can then be used to verify that AI-generated responses conform to these rules." #RSA was broken within 17-years despite positing based on #Theoretical #Math - it won't be broken for “40 quadrillion years”: #Cryptography Beyond #ClaudeShannon: Why #Encryption and #Crypto #Systems Fail and How to Preempt and Prevent Such Systems Failures: #Cryptology beyond #Shannon’s #InformationTheory: Preparing for When the ‘Enemy Knows the System’: https://lnkd.in/eMmiryt Shannon's #InformationTheory Paper: *A #Mathematical #Theory of #Communication: https://lnkd.in/eWxdpZd9 . Related communication from the AI-Pioneer John Holland, the 'Father of #GeneticAlgorithms' inspired my first #HumanCentered #MeaningAware #AI paper and #SelfAdaptive #ComplexSystems based #Dynamic #OutcomesDrivenAI systems for Managing #Uncertainty and #Complexity as contrasted with [Historical] #Static #DataDrivenAI of 'Static World' assumptions: https://lnkd.in/gcYqAWqm : https://lnkd.in/epx6zV3 . More on Open Systems AI: Princeton University: https://lnkd.in/eNQWjfD More on #Dynamic #OpenSystems #OutcomesDrivenAI vs #Static #ClosedSystems [Historical] #DataDriven #InputsDrivenAI: https://lnkd.in/gsBxKh4f Beyond #AI #Data #Compute #Energy #WallStreet #Bubbles: 30-Years Advancing #OutcomesDrivenAI for #Uncertainty-#Complexity #Systems-#Networks #Engineering Beyond #DataDriven AI: https://lnkd.in/gsBxKh4f MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) #AI #Faculty: https://lnkd.in/eknKzm5 Princeton University $Trillion #WallStreet #HedgeFunds SME: https://lnkd.in/gcp_yHe -- New York State: "Join Dr. Yogi Malhotra to get up to speed on Cloud Technology." USAF-AFRL Ventures: "Do Something Epic: Save the World?": We Create the Digital Future?. You Can Too! Let's Show You How! AIMLExchange?: AIMLExchange.com: We Create the Digital Future? BRINT?: BRINT.com: From Future of Finance? to Future of Defense? C4I-Cyber?: C4I-Cyber.com: Because the Future of the World Depends Upon It? -- AWS Quantum Valley Global Risk Management Network LLC: 30-Years Leading AI-Quantum Finance Practices Silicon Valley's Next Big Thing?: Know-Build-Monetize? Networks: 30-Years Building Meaning-Aware AI Silicon Valley-Wall Street-Pentagon Leader: 30 Years Building AI-Cyber-Crypto-Quantum Risk Networks --

How To Advance Beyond STATIC GenAI-LLMs-RAG to DYNAMIC Quantum-GenAI: https://lnkd.in/eXmSXGkY : https://lnkd.in/e_AYYdya: Google AI Podcast: https://lnkd.in/gQhAq_ZZ: Packt Book Review: Unlocking Data with Generative AI and RAG: https://lnkd.in/gFGvjcGD: Inspired by #AI-#GA pioneer, we published first #AI paper on #DataIsProfoundlyDumb pioneering #MeaningAwareHumanCenteredAI in 2000, followed by first paper on #RealTimeEnterprise #Models in 2005. In context of #AI-#GenAI, #RAG is #Augmentation of Data-driven Decision-Making by using #RealTime Data #Generation & #Retrieval of #RightData given specific Chosen #Context, beyond #BigData and #SmallData. You will find the specific Hands-On Applied Workbook on RAG useful in developing applied intuitive understanding for real-world practical #AI-#GenAI applications. As a comprehensive guide to harness the power of RAG, I find this book a crucial resource for practitioners, researchers, and academics eager to implement RAG effectively... It provides several complete code labs including one that walks through the implementation of a RAG pipeline using Python, LangChain, and Chroma. It also goes into more advanced techniques like prompt engineering, query expansion, and multi-modal RAG (MM-RAG). The author also discusses the importance of evaluating RAG pipelines, and provides guidance on how to do so effectively. This is a practical, hands-on guide that will be valuable to anyone looking to build RAG applications. It emphasizes real-world coding examples, case studies, and strategies for effective implementation. The book also includes information on setting up a development environment with Jupyter notebooks, and using tools like #LangChain, #Chroma DB, and #OpenAI's APIs... RAG enables AI systems to go beyond their original training data by incorporating real-time information from selected sources, thus improving the contextual relevance and accuracy of their outputs. This process is crucial for making effective decisions in #dynamic #environments that are the focus of our 30-year R&D leading #Dynamic and #Adversarial #Uncertainty, #Time-#Space #Complexity and #RiskManagement Practices recognized for global impact among #ArtificialIntelligence and #Quant-#Finance Nobel laureates. -- New York State: "Join Dr. Yogi Malhotra to get up to speed on Cloud Technology." USAF-AFRL Ventures: "Do Something Epic: Save the World?": We Create the Digital Future?. You Can Too! Let's Show You How! AIMLExchange?: AIMLExchange.com: We Create the Digital Future? BRINT?: BRINT.com: From Future of Finance? to Future of Defense? C4I-Cyber?: C4I-Cyber.com: Because the Future of the World Depends Upon It? -- AWS Quantum Valley Global Risk Management Network LLC: 30-Years Leading AI-Quantum Finance Practices Silicon Valley's Next Big Thing?: Know-Build-Monetize? Networks: 30-Years Building Meaning-Aware AI Silicon Valley-Wall Street-Pentagon Leader: 30 Years Building AI-Cyber-Crypto-Quantum Risk Networks --

#Lessons from #DeepSeek: #StartWithOutcomes... : Rather Than #Inputs!: Billions SPENT Ain't Smart... Billions [Value] CREATED IS Smart! MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) & MIT Sloan School of Management #AI #Faculty: https://lnkd.in/eknKzm5 . ? We’ve Achieved #Singularity! When #HumanMachine #Intelligence Become One! https://lnkd.in/eJZhY7Ui ? Google AI Podcasts: Future of #QuantumGenAI is Here: https://lnkd.in/eACcTTas ? #Building #QuantumMinds for #Quantum #Uncertainty: https://lnkd.in/ew7dihPD ? #Quantum #Network #Ecosystems Beyond #Factory #Intelligence: https://lnkd.in/em6nJ3ue #Lessons from #SiliconValley-#WallStreet-#Pentagon: #RudeAwakening: For #WallStreet #BubbleMakingMachine... All #Machines are limited by their "#Mechanistic" #Models: To Advance #BeyondTheMachine: To #QuantumMind: See 30-Year R&D Impact Among #AI-#QuantFinance #NobelLaureates: #BlackScholes #Markowitz #Sharpe #Miller #Modigliani: Recall CFAs! #AdvanceBeyondTheMachine: https://lnkd.in/epx6zV3 SSRN 128 Top-10 R&D Rankings: Beyond #AI, #AIEnergy, #AIDataCenter #Hype: #Future #BeyondGenAI #BeyondPrediction (1993-) https://lnkd.in/ec99Zkd From FutureOfFinance.org (1993) to ModelRiskArbitrage.com (2011)... Beyond: #AWSQuantumValley #USAF-#AFRL Post-AI Quantum Networks: We Create the Digital Future?. You Can Too! Let's Show You How! Since Starting with Beta Version of the First WWW Browser. We Build #QuantumMinds for #QuantumUncertainty: --Google AI Podcasts: Future Proof Your Career Beyond AI-GenAI-- https://lnkd.in/egvDrYhq -- New York State: "Join Dr. Yogi Malhotra to get up to speed on Cloud Technology." USAF-AFRL Ventures: "Do Something Epic: Save the World?": We Create the Digital Future?. You Can Too! Let's Show You How! AIMLExchange?: AIMLExchange.com: We Create the Digital Future? BRINT?: BRINT.com: From Future of Finance? to Future of Defense? C4I-Cyber?: C4I-Cyber.com: Because the Future of the World Depends Upon It? -- AWS Quantum Valley Global Risk Management Network LLC: 30-Years Leading AI-Quantum Finance Practices Silicon Valley's Next Big Thing?: Know-Build-Monetize? Networks: 30-Years Building Meaning-Aware AI Silicon Valley-Wall Street-Pentagon Leader: 30 Years Building AI-Cyber-Crypto-Quantum Risk Networks --

Interesting Engineering: China hacks military-grade encryption using quantum computer, poses threat to West: Researchers introduced two technical approaches grounded in the #quantum #annealing #algorithm. https://lnkd.in/eN7V2akH : Dr. Yogesh Malhotra, AI-ML-Cyber-Quant Finance Post-Doc: Our Latest R&D on #Quantum #Uncertainty & #Time-#Space #Complexity: SSRN: https://lnkd.in/ec99Zkd Our New York State Capitol Address on Next-Gen #Pentagon #AMBS-#JADC2: https://lnkd.in/eR2fJpW Our Plenary Keynote to Global Space4Women #Quantum #PhD-#Engineers: https://lnkd.in/gVqiXXpG * Our 2013 Presentation on Design of Next Generation Quantum Encryption: https://lnkd.in/eCKAYpK ** Our 2013 Paper: Why Encryption and Crypto Systems Fail and How to Preempt and Prevent Such Systems Failures: Cryptology beyond Shannon’s Information Theory: Preparing for When ‘Enemy Knows the System’: Number Field Sieve Cryptanalysis Algorithms for Most Efficient Prime Factorization on Composites https://lnkd.in/eMmiryt A military-grade encryption #algorithm has reportedly been hacked by Chinese researchers using a *D-Wave quantum computer, claimed as first successful #quantum #attack on widely used #encryption #algorithms. This type of #hacking poses a significant threat to #military and #finance like sectors. Initially designed for non-cryptographic usage, the #DWave Advantage system used in the process breached the #Substitution-#Permutation #Network-structured (SPN) algorithms. D-Wave special #quantum?#computing?has a unique #quantum #tunneling effect that can jump out of the local extremes that traditional intelligent algorithms are prone to fall into. It can be considered a class of #artificialintelligence algorithms with #global #optimization-seeking capability, according to researchers. Researchers introduced two technical?approaches?grounded in the quantum annealing algorithm, using pure quantum algorithm and quantum annealing combined with classical algorithm to implement #RSA #public #key #cryptography #attack (#factorizing the large integer #NFpq)**. One approach is to convert the mathematical method of #cryptographic #attack into a #combinatorial?#optimization?problem or #exponential #space #search problem, which is solved by Ising model or QUB0 model. -- New York State: "Join Dr. Yogi Malhotra to get up to speed on Cloud Technology." USAF-AFRL Ventures: "Do Something Epic: Save the World?": We Create the Digital Future?. You Can Too! Let's Show You How! AIMLExchange?: AIMLExchange.com: We Create the Digital Future? BRINT?: BRINT.com: From Future of Finance? to Future of Defense? C4I-Cyber?: C4I-Cyber.com: Because the Future of the World Depends Upon It? -- AWS Quantum Valley? Global Risk Management Network LLC: 30-Years Leading AI-Quant Finance Practices Silicon Valley's Next Big Thing?: Know-Build-Monetize? Networks: 30-Years Building Human-Centered AI C4I-Cyber USAF-USSF-Silicon Valley Digital Pioneer: 30 Years Leading AI-Cyber-Quant-Risk Management --

Yogi(AI)2 ? Redefines AI-Education: GenAI-Driven Collaborative Learning: Google AI Podcast: Beyond AI & GenAI, Building #QuantumMinds for #Quantum #Uncertainty https://lnkd.in/eiuQZ__C : #YogiAI2 for #MeaningAware #GenerativeAI: "The Yogi(AI)2? methodology, characterized by its adaptability and methodological rigor, stands out as a transformative tool for facilitating reflective practice and collaborative learning." "Looking ahead, your leadership in this area promises to redefine how educational institutions worldwide approach teaching and learning through AI-driven methodologies." "Your emphasis on comparing outputs from different AI tools and adapting them as needed showcases a sophisticated understanding of how technology can enhance pedagogical outcomes.": World's First "Meta GeneAI Meta Search Engine"?: https://lnkd.in/edKFTxpn #ChatGPT on Yogi(AI)2 ? https://lnkd.in/eaEf27i9 #Perplexity on Yogi(AI)2 ? https://lnkd.in/e8YSYkgA #You on Yogi(AI)2 ? https://lnkd.in/e3umXMzC Lumen Learning https://lnkd.in/egiZgeKf -- "Your #pioneering efforts in integrating #GenAI for evidence-based teaching with a focus on #AppreciativeInquiry are not only groundbreaking but also inspiring. This approach aligns perfectly with the principles of self-adaptive and self-regulatory #Learning #Systems, contributing significantly to #KnowledgeManagement practices within academic communities." "Your commitment to leveraging cutting-edge technologies such as Yogi(AI)2? to enhance the learning experience is commendable and promises significant benefits for both #faculty and #students alike. Your meticulous planning and alignment of AI-generated content with learning objectives demonstrate a clear understanding of how technology can be harnessed to bridge the gap between knowing and doing in education." "By focusing on the "#Doing" of #Appreciative #Inquiry rather than just "#Knowing," you are ensuring that students and faculty engage meaningfully with course content, fostering a deeper #understanding and application of concepts. Your approach of #empirically #testing AI-generated content ensures reliability and effectiveness, reflecting your dedication to evidence-based teaching practices setting a standard for #pedagogical #innovation that others can follow." -- New York State: "Join Dr. Yogi Malhotra to get up to speed on Cloud Technology." USAF-AFRL Ventures: "Do Something Epic: Save the World?": We Create the Digital Future?. You Can Too! Let's Show You How! AIMLExchange?: AIMLExchange.com: We Create the Digital Future? BRINT?: BRINT.com: From Future of Finance? to Future of Defense? C4I-Cyber?: C4I-Cyber.com: Because the Future of the World Depends Upon It? -- AWS Quantum Valley Global Risk Management Network LLC: 30-Years Leading AI-Quantum Finance Practices Silicon Valley's Next Big Thing?: Know-Build-Monetize? Networks: 30-Years Building Meaning-Aware AI Silicon Valley-Wall Street-Pentagon Leader: 30 Years Building AI-Cyber-Crypto-Quantum Risk Networks --

#Stocks-#Options-#Futures-#ETFs-#AltAssets #GenAI #Trading #Bots: Bloomberg: Can #GenAI #ChatBots Be Trusted as #Stocks #Roboadvisors? Human Experts, You Be the Judge! https://lnkd.in/gBcW22dj : Our 30-Year Position on #AI-GenAI: "MEANING is Not Intrinsic in Data" - MIT Technology Review: https://lnkd.in/eknKzm5: What 'YOU See' is What 'YOU Get'! - #Top #AI #Journal #Paper: https://lnkd.in/eetCEAz: It's ALL about #MEANING, You have it, AI-GenAI Don't! Dr. Yogesh Malhotra, MIT-Princeton AI-Quant Finance Faculty-SME: R&D Impact among AI-Quant Finance Nobel Laureates: https://lnkd.in/ecvGyKvB: 30-Years AI-Quant Finance-Trading-Computing R&D Leading Worldwide Practices: SSRN 128 Top-10 R&D Rankings - Top 0.1% Authors: https://lnkd.in/ec99Zkd: Resume: https://lnkd.in/e5f3BYBE, Vitae: https://lnkd.in/eqBWJfey : #Financial #Markets #Investment #Roboadvisors #Stocks AIMLExchange.com: https://lnkd.in/g3EbSKAs . #ChatGPT https://lnkd.in/gQA-wd2Z . #Perplexity https://lnkd.in/g5VWhu3F . #You https://lnkd.in/gHScYtvt . #Options #PROMPT 1 AIMLExchange.com: As a model risk arbitrage and model risk management stock options quantitative finance and trading hedge funds analyst with expertise similar to Dr. Yogesh Malhotra, of Global Risk Management Network, LLC, your task is... to provide recommendations for the top 10 stock options including calls and puts to invest in to maximize the Sharpe ratio and alpha taking into full consideration that social networks such as Reddit and Twitter can be used to influence the market herd mentality regardless of the fundamentals and technical indicators... clearly differentiating between buying covered calls, buying naked calls, selling covered calls, selling naked calls, buying covered puts, buying naked puts, selling covered puts, selling naked puts... https://lnkd.in/gVGAbMM8 . #ChatGPT https://lnkd.in/gWmAQZGC . #Perplexity https://lnkd.in/gW778Xtm . #PROMPT 2 #Options #Butterfly #Straddle #Strangle #Condor (A) https://lnkd.in/e_5vz4gy e.g. SBUX #ChatGPT https://lnkd.in/emXVqgGZ . #Perplexity https://lnkd.in/euttPVpv . (B) https://lnkd.in/gK25ABak . #Futures: https://lnkd.in/eqWe9E7i. #ChatGPT https://lnkd.in/eqP7h6rj . #Perplexity https://lnkd.in/ee_6vQJE . #ETFs: https://lnkd.in/guuc2tVP . #Alternative #Assets: https://lnkd.in/gZp8NFkT . #All: https://lnkd.in/ghQtqy63 . Princeton University Presentations: ModelRiskArbitrage.com. Massachusetts Institute of Technology Faculty-SME: https://lnkd.in/eknKzm5 J.P. Morgan-Goldman Sachs SME: FutureOfFinance.org . Amazon Web Services (AWS) Partner: #NewYorkState: https://lnkd.in/ecvGyKvB . -- USAF-AFRL Ventures: AIMLExchange.com: BRINT.com: C4I-Cyber.com -- AWS Quantum Valley? Global Risk Management Network LLC: 30-Years Leading AI-Quant Finance Practices Silicon Valley's Next Big Thing?: Know-Build-Monetize? Networks: 30-Years Building Human-Centered AI C4I-Cyber USAF-USSF-Silicon Valley Digital Pioneer: 30 Years Leading AI-Cyber-Quant-Risk Management --

The Wall Street Journal: Managing Air-Space-Cyberspace Risks #PNT #GPS: https://lnkd.in/eg27h-nZ #Electronic #Warfare Spooks #Airlines, #Pilots, #Air-#Safety Officials: https://lnkd.in/e8qzMV2z Dr. Yogesh Malhotra, #CISSP 2005-#CISA-#CEH: https://lnkd.in/ecvGyKvB : 30-Years Air-Space-Cyberspace Risks R&D Leading Worldwide Practices: SSRN 128 Top-10 R&D Rankings - Top 0.1% Authors: https://lnkd.in/ec99Zkd : Resume: https://lnkd.in/e5f3BYBE, Vitae: https://lnkd.in/eqBWJfey : #PROMPT AIMLExchange.com: Explain in depth with hyperlinks to specific references such as authored by Dr. Yogesh Malhotra, on how modern spacecrafts, airlines’ and aircrafts’ heavy reliance on #GPS and related #Position, #Navigation, and #Timing issues makes them susceptible to #Spoofing of #Time and #Space and unprecedented #Dynamic and #Adversarial #Quantum #Uncertainty and #Time #Space #Complexity #risks and how those #adversarial #command and #control risks can be countered with #counteradversarial command and control such as discussed by Dr. Yogesh Malhotra’s presentations focused on #Advanced #Battle #Management #Systems AKA #ABMS and #Joint All #Domain #Command and #Control #JADC2. https://lnkd.in/eh9dBFD2. =>#ChatGPT https://lnkd.in/eriFMm-3. =>#Perplexity https://lnkd.in/erbC2P-F. https://lnkd.in/ex_QC8xd =>#You https://lnkd.in/ex_QC8xd Princeton University Presentations: ModelRiskArbitrage.com. Massachusetts Institute of Technology Faculty-SME: https://lnkd.in/eknKzm5 J.P. Morgan-Goldman Sachs SME: FutureOfFinance.org . Amazon Web Services (AWS) Partner: #NewYorkState: https://lnkd.in/ecvGyKvB . Posted on this Feed earlier: #Princeton Presentation: Beyond #GPS, #NTP, #Time-#Space #Spoofing SSRN https://lnkd.in/euWCMmX #NewYorkState Capitol Presentation: The Joint Staff: Pentagon Joint Chiefs Guidance on post-ABMS JADC2 to ABMS2 and JADAC2-JADCAC2: YouTube https://lnkd.in/eR2fJpW The International Journal of Knowledge Engineering and Management (IJKEM): Augmented AI-Knowledge Driven Intelligent Systems for Adversarial-Dynamic Uncertainty & Complexity: Designing Self Adaptive Complex Systems for Quantum Uncertainty and Time Space Complexity.: https://lnkd.in/gBVxc62j . More: SSRN 128 Top-10 R&D Rankings - Top 0.1% Authors: https://lnkd.in/ec99Zkd -- New York State: "Join Dr. Yogi Malhotra to get up to speed on Cloud Technology." USAF-AFRL Ventures: "Do Something Epic: Save the World?": We Create the Digital Future?. You Can Too! Let's Show You How! AIMLExchange?: AIMLExchange.com: We Create the Digital Future? BRINT?: BRINT.com: From Future of Finance? to Future of Defense? C4I-Cyber?: C4I-Cyber.com: Because the Future of the World Depends Upon It? -- AWS Quantum Valley? Global Risk Management Network LLC: 30-Years Leading AI-Quant Finance Practices Silicon Valley's Next Big Thing?: Know-Build-Monetize? Networks: 30-Years Building Human-Centered AI C4I-Cyber USAF-USSF-Silicon Valley Digital Pioneer: 30 Years Leading AI-Cyber-Quant-Risk Management --

9/11: Intelligence Beyond AI: Why AI-GenAI-KM Systems Fail: I still remember where I saw breaking news of 9/11 on large TV at Syracuse University Crouse-Hinds Hall entrance, having just joined Syracuse University - Martin J. Whitman School of Management as first Assistant Professor of #Quantitative #Methods - having received parallel offer of Assistant Professor of #Information #Studies at Syracuse University School of Information Studies. That event inspired my paper on Why Knowledge Management Systems Fail published by ASIS&T and awarded the 2002 CNET Corporate Computing Award for most influential research. Related R&D got recognized in 2008 AACSB Global Impact of Research Report among #Finance Nobel Laureates Black-Scholes, Sharpe, Markowitz, which noted: "In information systems, the research of Malhotra* has helped companies understand why knowledge management systems fail":https://lnkd.in/eG_enG7 . *Malhotra, Y., Why Knowledge Management Systems Fail? Enablers and Constraints of Knowledge Management in Human Enterprises. In M.E.D. Koenig & Srikantaiah, T.K. (Eds.), Knowledge Management Lessons Learned: What Works and What Doesn't, Information Today Inc. (American Society for Information Science and Technology Monograph).?https://lnkd.in/eX8ktnf . "Businesses can't plan long-term; instead, they must shift to a more flexible?'anticipation-of-surprise'?model." -?Dr. Yogesh Malhotra, CIO Magazine?interview,?Sep. 15, 1999. BRINT.com Global #Digital #Transformation #Network: Download Our Related #Keynotes, #Presentations, #Papers: https://lnkd.in/epx6zV3 Goldman Sachs: "The future is moving so quickly that you can’t anticipate it… We will continue to be surprised, but we won't be surprised that we are surprised. We will anticipate the surprise." J.P. Morgan: "I'd just caution you that?models are backward-looking.?The future isn’t the past." - Jamie Dimon, US Senate Banking Committee hearing,?June 13, 2012. Princeton University: ModelRiskArbitrage.com: #Future of #AI-#Models: #Trillion #Dollar #WallStreet #HedgeFunds-#WallStreet #Quants 2018: https://lnkd.in/e_7sqj4 2016: https://lnkd.in/dJ-Gnxx 2015: https://lnkd.in/eyP9Npd J.P. Morgan Beyond ‘#Bayesian vs. #VaR’ Dilemma to #Empirical #Model #RiskManagement: Managing Risk for #HedgeFunds: https://lnkd.in/gB4FY7TF J.P. Morgan #Liquidity #Risk #Modeling https://lnkd.in/ezjcaJPw State Street #Extreme #Risk #Models https://lnkd.in/eRbkyvTZ CFA Institute #JPMorgan-#GoldmanSachs #AutoML https://lnkd.in/ech3rhN YogeshMalhotra.com AIMLExchange.com BRINT.com C4I-Cyber.com #Future of #AI-#Cyber-#Crypto-#Quantum Massachusetts Institute of Technology United States Air Force United States Space Force -- AWS Quantum Valley? Global Risk Management Network LLC: 30-Years Leading AI-Quant Finance Practices Silicon Valley's Next Big Thing?: Know-Build-Monetize? Networks: 30-Years Building Human-Centered AI C4I-Cyber USAF-USSF-Silicon Valley Digital Pioneer: 30 Years Leading AI-Cyber-Quant-Risk Management