.After a stats grad diploma from Cambridge damtp, i first met AI0 in the form of US plato whose team was visiting us at the UK National Development Project of Computer Assisted Learning in 1974. By this time ai meant trying to program expertise of some profession eg doctors in the hope that the computer might one day prove useful in patient triage -early q&A greeting a new patient
we can now see that ai0 continued mainly in this expert model form for the rest of the 20th century even though anyone reading von neumann's last notes computer and brain (1956) can see he (and einstein and turing) intended a different 20th C part 2 trajectory both for improving human brains and designing maths brains with neural network algorithms, as well as other things like distributing energy engineers as everywhere's friends - see neumann.ning.com
CODING GOES BEYOND BINARY 0,1
anyway we can say with one practical exception by yan lecunn , ai 1.0 began when steve jobs and jensen huang started coding pixels in 2003 (for steve jobs this was part of his commitment to fazle ebd to redesign university cooperation around the world; for jensen huang as well as celebrating taiwan his birthspalce gift of worlds greatest chips foundry .this was approximately year 10 of his revolution in deep learning computer design which had so far proved itself for pappern game designers) 1.0 soon attracted not just artistic renderers but raidiology si
thats why in 2009 jensen huang family helped start ai 2.0 deep learning ai lab at stanfird - jensen had heard of what both fei-0fei li and hassabis wanted machines to learn and had decided to be nvidia on designing the computer brainpower to celebrate both of these 2 neuroscience wizards visions (both fei-fei and hassabis had done doctorates during the 2000s where psychologists with out tech models largely dismissed their idea to connect machine and human brains)
3.0 (also known as end of ai winter) can be thoiuht of as when fei fei li imagenet annual competition was won by alexnet - this proved as chip power scaled - yes indeed machines could converse in all 5 human senses
4.0 began between 2015-2018 ; nvidia released first 80 million transistorr chip brain 2015 with mushk first client ; hiang and melinda gates sponsored fei-fei li to start explaining ai for good to uh and us congress - it would be a shame if first applications og ai with perception and chat were not aligned with millennials most urgent solution searches - it has taken ai *perception*chat*reasoning to bring us to agentic ai 5.0 which has also been confirjmed with hassabis ooen sourcing 250 million proteins with his pattern maths ai (first proof of ai as billion times more efficoient mathematician than individual human brain)
fir all trhat agentic ai can offer to your brain or humanoids can do to make supercities clean and safe and twin dasta rich franchises between any smart city or global village, we still need physical ai so that we can trust autonomous self driving cars or humanoids to help us on every street - and all the while ai space needs to unite trust of 8 billion brains and start replacing war with peace everywhere
lots of jobs to do!!
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