#AI “We Are Doing It All Wrong!”: Solve #PDE’s Faster Using #Fourier #Space instead of. . .

Source: https://www.linkedin.com/feed/update/urn%3Ali%3Ashare%3A6850436114981937152

#AI “We Are Doing It All Wrong!”: Solve #PDE’s Faster Using #Fourier #Space instead of #Euclidean #Space: https://lnkd.in/eA78Ece:
PDF #Research #Paper: https://lnkd.in/ef-R9ze:

However, beware when assuming #math #model(s) represent(s) the #real #world, particularly in #SocioTechnical #Computing contexts such as #Cybersecurity #Finance #Healthcare #Homeland #Defense #Warfare:
AIMLExchange.com: BRINT.com: C4I-Cyber.com:
“We create the Digital Future™”: https://lnkd.in/esk8PEp

MIT Technology Review: Why #ArtificialIntelligence is NOT #RealIntelligence: https://lnkd.in/eF9UwEi:
#AI isn’t very #smart, it doesn’t even have #commonsense… The #computer that wins at #Go is analyzing #data for #patterns. It has no #idea it’s playing #Go as opposed to #golf, or what would happen if more than half of a Go board was pushed beyond the edge of a table…” #Yann #LeCun, Facebook’s director of #AI, said at a #Future of #Work conference at #MIT that #machines are far from having “the essence of intelligence.”: https://lnkd.in/eifE8x7Y :

MIT Technology Review: “We have not yet solved AI by far: These Systems Are Pretty Dumb”: https://lnkd.in/eWhkPEti: https://lnkd.in/ek-A5-uc:
“No one knows how to make a #broader #general #intelligence, #like what #humans have, and you can’t do it by ‘gluing together’ existing programs that #play #games or #categorize #images. A self-driving #Go player would bring us no closer to a ‘general’ #AI, or one that can #think for itself and #solve #many #kinds of #novel #problems

… As #AI #Scientists have yet to examine #foundations of #Human #Intelligence & #Learning they are trying to emulate: https://lnkd.in/epx6zV3: https://lnkd.in/euQwpgw:

…To recognize that #Human #Intelligence must take into consideration #Affect #Emotion #Feelings, #Cognition, #Purposive #Action integrated together to #know how #Human #Learning really works…

As we examined in early-1990s and published in top-ranked #AI #ExpertSystems #Journal #Paper: https://lnkd.in/eetCEAz: https://lnkd.in/epx6zV3: https://lnkd.in/euQwpgw:

WIRED: #AI: #NeuralNetworks: “We Are Doing It All Wrong!”
– AI Pioneer Google’s #Geoff #Hinton:
“I think the way we’re doing computer vision is just wrong… It works better than anything else at present but that doesn’t mean it’s right.” https://lnkd.in/eKHVqJG: Our #Journal of #Financial #Transformation Article: How to remediate the #dumb #AI #problem: https://lnkd.in/e27iPby :

MIT Computer Science and Artificial Intelligence Laboratory (CSAIL)
#MIT #AI, #ML, #DL, #NLP, #RPA, #Robotics Executive Guide: #Strategy #Road #Maps to #Implementations: https://lnkd.in/eknKzm5:

“All #models are wrong but some #models are useful.”:
Beyond #Statistically #Normal #Linear #World to the #RealWorld:
: https://lnkd.in/euQwpgw

#Princeton: #Solving #QuantumUncertainty for the #RealWorld:
Princeton University Conferences, Sponsors: Goldman Sachs, Citadel:
#ModelRiskManagement & #ModelRiskArbitrage Pioneer:
ModelRiskArbitrage.com:

Partial differential equations can describe everything from planetary motion to plate tectonics, but they?re notoriously hard to solve.
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