Building Blocks of AI Interpretability | Two Minute Papers #234

ds fellows caelers dit is toen minuut peppers whipcar neushoorn ishare hold on to their papers back as there is een exclusieve look at toon euro network with a relation paper that game van de collaboration between google en de carnegie mellon university de peper is as fresh as it gets because this is the first time i have been given and exclusive like before the paper came out and this means that this video en de papers himself with the place at the same time this is really cool and it's quite a no thank you very much neuraal netwerk survival learning bij stoerste door superuse volg voor tests dat haar difficult 3th place but easy to demonstrate for instance it is hard to meet a magical idee van wat er traffic sign eerst wat wie heeft plenty of fotograaf software soort idee is simpel we label a bunch of fotograaf met en die channel deda dit 6 dit is de traffic sign and this one is een en free this to learning garrett hem as a result the role at work should be able to perform traffic sign detection en de superhuman level voor manier snel scientist' en google die het might have also shown as de deze piek van by een neuraal netwerk wit reinforcement learning we can get it to look after screen and play computer games on a very high level het is incredible to see problems that seems impossible for many decades crumble one by one in quick succession over the last few years however we hebben problem and that problem is interprata billet i dunno daalt de disney rollator star efficient however they cannot explain their decisions to was at least not i no way dat weekend in their part 2 libië this early works tried to visualize the network sonde level of meer hans particularly wat kans of inputs make this individuele joran's extreme lakeside het this paper izeboud combining previously known techniques to unlock more careful with to visualize the networks for instance week and combined de individuele you're on the go live action with glass attributions this offer their way of understanding how and your network decide whether a photo de pixel avatar of een tiger cat hier lucas see which part of the meer activate the van johan en wat dingen johannes looking for fila wizy de final decision and storage class dus in it should be long to de nek socialisatie en techni-show zwitsal of dit acteurs contributed to the final decision and how much they can't read and takes a clip and other way towards better interprata billen die is door de crisis die oh verwarming number of your hands' into smaller groups witmarsum en tik mening this process is referred to as factory section or you run group inc in de peper heeft me doen is we gaan het een geile descriptive labels dat week en daal we intuïtief mini's for instance hier we see that in order voor de network to classify de e-mail en ze labrador het nice to see a combination of flappie iers do the forehead de game af en een band chauffeur en week en of sokken straks inactivation met de show which part of the edge lakeside group seks ipad please note dat weer folies cars de service dit is beautiful peper en dit heeft ons of 's morgens al vele balk ik zei clean from this moment met plenty of interactief ik symposia come play with not only daad met de code is open source sorry hoor als ze labelt reproduce the specialisatie jas met little to no sorrow mix orde hebben loket in de video discription so much and for your generous support na see you next time [Muziek]