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Industrial AI needs a different recipe than Internet AI? Does It?””Andrew Ng, Congrat. . .

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Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A6864919371379204096

Industrial AI needs a different recipe than Internet AI? Does It?
Andrew Ng, Congratulations on your $57M Series A award for your #Data-centric #MLOps #platform for #computer #vision.
#MIT #ComputerScience & #AI #Lab: #AI #ML #DL #NLP #RPA Executive Guide: https://lnkd.in/eknKzm5 :
#Princeton #AI #Cyber #Crypto #Quantum #Risk #Computing Presentations: ModelRiskArbitrage.com:
Many in the #artificialintelligence #machinelearning #deeplearning Community of #Practitioners-#Policymakers-#Professors are proud of your contributions in advancing #global #elearning: https://lnkd.in/eUb6Z-ES .

I have followed your thinking on #Industrial #AI, such as in the context of #automotive industries where I cut teeth as #Japan-#India #transcontinental #tech #transfer #leader and #Production #Engineering & #Process #Engineering #Executive #Engineer with a #Japanese #global #automotive #firm [while overseeing #Process #Quality #Control & #Inspection – related to detecting ‘defects’ in car bodies such as you discuss]. The global automotive world-leader pioneered #Kaizen [ #Agile #Processes ], #JIT #JustInTime [visible in recent #Global #Supply #Chain #Shocks headlines] & #Robots [like those seen at #Tesla] long before we heard of the WWW or Tesla.

Your thought: Industrial AI needs a different recipe than Internet companies inspired my curiosity to know more about your thinking having pioneered #Digital #Transformation spanning #SiliconValley-#WallStreet-#Pentagon-#Global #firms, #governments and #institutions in my subsequent professional lives.

Putting on the hat from another prior professional life of #Supply #Chain #Management industry expert for the Institute for Supply Management while also #IT-#OperationsResearch-#SupplyChain #Professor [teaching about #digitization of #automotive among other global industries], here is what I see which may be different from what you see: https://lnkd.in/ewrS_BaB:

Observing the progression over last 20-30 years from pre-WWW #NC, #CNC, #Robotics and #Flexible #Automation #Systems and the trajectory of #digitization enabled by #interfirm, #international and #intercontinental #Supply #Chain #networking of major #industrial #internet leaders in #aviation and #industrial #automation increasingly reliant upon #IoT (e.g. GE) over the last 20-years, you may be surprised to see how alike the Industrial companies are becoming w.r.t. to today’s Internet companies.

In fact, many such global Industrial enterprises have been building their #production and #process #engineering as well as #after #sales and #service #models emulating the Internet companies such as Google that came to us as a pre-IPO client. Moreover, Industrial focus of other industries such as #Defense & #Space is moving in same direction of Internet companies as I share in recent #Pentagon #AI #Quantum presentations such as the The Joint Staff guidance on advancing beyond #ABMS #JADC2 to #C4I-#Cyber-#Crypto-#EMS #ABMS2: https://lnkd.in/esk8PEp .

Industrial AI needs a different recipe than Internet AI? | Dr. Yogesh Malhotra
Industrial AI needs a different recipe than Internet AI? | Dr. Yogesh Malhotra
Industrial AI needs a different recipe than Internet AI? Does It? Andrew Ng, Congratulations on your $57M Series A award for your #Data-centric #MLOps #platform for #computer #vision. #MIT #ComputerScience & #AI #Lab: #AI #ML #DL #NLP #RPA Executive Guide: https://lnkd.in/eknKzm5 : #Princeton #AI #Cyber #Crypto #Quantum #Risk #Computing Presentations: ModelRiskArbitrage.com: Many in the #artificialintelligence #machinelearning #deeplearning Community of #Practitioners-#Policymakers-#Professors are proud of your contributions in advancing #global #elearning: https://lnkd.in/eUb6Z-ES . I have followed your thinking on #Industrial #AI, such as in the context of #automotive industries where I cut teeth as #Japan-#India #transcontinental #tech #transfer #leader and #Production #Engineering & #Process #Engineering #Executive #Engineer with a #Japanese #global #automotive #firm [while overseeing #Process #Quality #Control & #Inspection - related to detecting 'defects' in car bodies such as you discuss]. The global automotive world-leader pioneered #Kaizen [ #Agile #Processes ], #JIT #JustInTime [visible in recent #Global #Supply #Chain #Shocks headlines] & #Robots [like those seen at #Tesla] long before we heard of the WWW or Tesla. Your thought: "Industrial AI needs a different recipe than Internet companies" inspired my curiosity to know more about your thinking having pioneered #Digital #Transformation spanning #SiliconValley-#WallStreet-#Pentagon-#Global #firms, #governments and #institutions in my subsequent professional lives. Putting on the hat from another prior professional life of #Supply #Chain #Management industry expert for the Institute for Supply Management while also #IT-#OperationsResearch-#SupplyChain #Professor [teaching about #digitization of #automotive among other global industries], here is "what I see" which may be different from "what you see": https://lnkd.in/ewrS_BaB: Observing the progression over last 20-30 years from pre-WWW #NC, #CNC, #Robotics and #Flexible #Automation #Systems and the trajectory of #digitization enabled by #interfirm, #international and #intercontinental #Supply #Chain #networking of major "#industrial #internet" leaders in #aviation and #industrial #automation increasingly reliant upon #IoT (e.g. GE) over the last 20-years, you may be surprised to see how alike the "Industrial" companies are becoming w.r.t. to today's "Internet" companies. In fact, many such global "Industrial" enterprises have been building their #production and #process #engineering as well as #after #sales and #service #models emulating the "Internet" companies such as Google that came to us as a pre-IPO client. Moreover, "Industrial" focus of other industries such as #Defense & #Space is moving in same direction of "Internet" companies as I share in recent #Pentagon #AI #Quantum presentations such as the The Joint Staff guidance on advancing beyond #ABMS #JADC2 to #C4I-#Cyber-#Crypto-#EMS #ABMS2: https://lnkd.in/esk8PEp .
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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.