NVIDIA GTC: This Is The Future Of Everything!

nvidia's huge yearly GTC keynote just happened and there was a lot of talk about Ai and look at that they filled this entire Arena this looked like a rock concert yet it was a keynote on artificial intelligence so why all the hype what was announced well here are some of the highlights from now on you will be able to talk to a building a warehouse in particular they also made a video game version of planet Earth AIS are starting to discover new drugs to defeat terrible diseases and robots are training in Virtual Worlds or you can check out and even design beautiful new products in Virtual Worlds and humanoid robots as well and other kinds of super cute robots too I'll show them to you at the end of the video Dear fellow this is two minute papers with Dr car now first note that here we mainly talk about research papers this is not a paper so it is harder to find the limitations and potential issues and some things might look a little better than they really are please keep that in mind for this video so first they showcased gear and then some more gear and then of course even even more gear here they showed how one can go from just one chip to building an entire data center okay but what do these chips really do well for instance my favorite they run simulations if you look here yes all of these are computer simulations many of which you can run at home and in real time and now with the new black oil chips that are 2 and A2 to five times faster than their predecessors according to the marketing materials of course you are all wise fellow scholar here so you know to always look up the benchmarks that are tailored to your particular task however wherever we look the speed up on AI related tasks is absolutely breathtaking over the last 10 years from both software and Hardware improvements we got a speed up of 10,000x yes things got 10,000 times faster in 10 years we went from giving the computer an image of a cat and it being able to recognize that it is indeed a cat two now 10 years later we can turn this problem around which is mindblowing we now write the text and it does the image synthesis and video synthesis that is so much harder and it gets better today we can perform everything to everything sound 3D models whatever you wish and the 10,000 time speed up also means that these simulations can get even more sophisticated so much more that an entire Factory can be designed digitally and many different imagined layouts can be tested before the factory is built increasing worker efficiency by around 50% okay all this happens on paper but does this really work in practice can you really know if these factories are built correctly and the answer is yes as it is being built we can check it against the simulation and verify if it was really built correctly that is absolutely incredible so what else can we do with all this insane computational power well here's a crazy idea how about creating a digital video game version of the whole planet here AI assisted physics simulations can now forecast storms and typhoons but it gets better you can immediately get not just one prediction but you get the best case worst case and the most likely case at the same time so you can prepare earlier these are research works that will save lives and they may already have that is absolutely amazing their current version is optimized for Taiwan and will be available everywhere but in the meantime scientists at Google Deep Mind already have a paper that can also do similar things really well and it can even run in your pocket computational drug design is also getting better and better this means that an AI would propose new kinds of medicines and do a virtual screening for them and this is a really complex area which I thought would take many decades to come to fruition but just yesterday I heard an interview from Demi hassabis CEO of Google Deep Mind and he said the first fully AI designed medicines might appear in the next 2 years wow once again the papers saving human lives what a time to be alive now we can also put robots in these warehouses and not only that but we can even simulate not just the warehouse but now with workers and robots interacting in there this is really cool because we can simulate potential problems and teach them to adapt to new situations if something unexpected happens for instance to find a different route and remember all of this is a simulation and we talk a great deal about speed UPS so today that is not even the limit of what this technology can do it can also help visualizing and simulating huge engineering projects and by this I mean really huge now hold on to your papers fellow Scholars because this simulation contains the interaction between 7 million Parts stunning work wow you can also use this to dream up and design new products and I have to stop here for a moment because this is incredible I am a light transport researcher by trade array tracing if you will and simulating the appearance of these used to take weeks on super computers now many of these Run in real time on your own machine and the material models here are absolutely gorgeous and don't forget you can mix it together with generative AI text to image or text to 3D model and these can also be streamed to Apple's new shiny Vision Pro glasses and finally they also announced the next Frontier a model for planning the actions of humanoid and all kinds of other robots these can be trained in the simulated video game worlds too or they can also learn from Human demonstrations and now through the power of the cad GPT like large language models they now also understand us when we talk to them come on you guys let's wrap up let's go five things where you going I sit right here Don't Be Afraid come here green hurry up and then these tiny super cute robots suddenly appeared on the stage and these learned to walk within a computer simulation too good job Little Robot so this is hardware and software working together and through the power of research papers all of this is now possible loving it once again this was not a research paper but a summary of the many things that come out of AI research this is the papers coming alive if you will if you're looking for inexpensive Cloud gpus for AI Lambda now offers the best prices in the world for GPU Cloud compute no commitments or negotiation required just sign up and launch an instance and hold on to your papers because with the Lambda GPU Cloud you can now get on demand h100 instances and they are one of the first Cloud providers to offer publicly available on demand h100 XS did I mention they also offer persist distant storage so join researchers at organizations like apple MIT and ctech in using Lambda Cloud instances workstations or servers make sure to go to lamb.com slapers to sign up for one of their amazing GPU instances today

Channel: Two Minute Papers

Views: 135,586

Keywords: ai, nvidia

Id: Y9cwnHor8es

Length: 9min 19sec (559 seconds)

Published: Sun Mar 24 2024