Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A7029173109932908544
Facing Uncertainty? Our Latest Journal Paper on Practices Adopted by #GoldmanSachs #NASA #BigBanks can give you a 25-year head start as #ISO #Risk #Standard advances to #Uncertainty:
Abstract: #ISO 31000 #Standard on #RiskManagement (RM) recently re-defined Risk as the effect of uncertainty on an organization’s ability to meet the objectives. Earlier, it defined #Risk as a combination of the probability and scope of the [‘predicted’] consequences. The ‘revised’ ISO Risk advances beyond a static world guided by #prediction and pre-determination based on historical data to a #dynamic world characterized by #uncertainty and #complexity focused on business outcomes over data inputs. Our #KnowledgeManagement (KM) R&D adopted by global organizations such as #NASA and #BigBanks is readily applicable to provide a 25-year head start to organizations in above ISO risk evolution. Over the last two decades, we have developed theoretical and applied frameworks for the dynamic world characterized by uncertainty and complexity, with business outcomes as drivers of real-time performance rather than data inputs. Our forward-looking ‘Anticipation of Surprise’ focus of #KM drives #future “#organizational #adaptation, #survival and #competence in face of discontinuous #environmental #change” at organizations such as #GoldmanSachs. Our KM focus manages change, uncertainty and complexity as primary [outcome] targets in contrast to ‘#data-driven’ [input] approaches. Its focus on dynamic uncertainty is complemented by #adversarial uncertainty from #cyber-#adversarial environments. #Quantum uncertainty – encapsulating the two uncertainty types – and time-space complexity from increasingly non-#deterministic and #statistically non-#normal and non-#linear environments are the focus of our KM R&D underpinning development of Quantum #minds. Our latest AI-Cybersecurity KM practices are advancing the future of #Pentagon’s #C4I-Cyber-#Command-#Control-Advanced Battle Management Systems and #AWS #Network-centric #Agile-#Resilient Cloud computing.
Keywords: #AI-#Agility & #Cyber-#Resilience #Engineering, #QuantumMinds and Self-#Adaptive #Complex #Systems, #QuantumUncertainty and #Time #Space #Complexity
Citation: Malhotra, Yogesh, Augmented AI-Knowledge Driven Intelligent Systems for Adversarial-Dynamic Uncertainty & Complexity: Designing Self Adaptive Complex Systems for Quantum Uncertainty and Time Space Complexity (February 8, 2023). The International Journal of Knowledge Engineering and Management (IJKEM), 2023. Pre-Print SSRN: https://lnkd.in/gJQwgkra :
Building Cloud Computing Self-Adaptive Complex Systems:
SSRN: https://lnkd.in/gDJZWxH7
Yahoo: https://lnkd.in/gsJX4s47
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