Tesla AI day 2022 - LET'S TALK! скачать в хорошем качестве

Tesla AI day 2022 - LET'S TALK!

Hey everyone! Here sharing my notes from the event. More detailed videos to come! Hope you enjoy it :) Timeline: 0:00 Intro 0:21 Speed of innovation 2:08 Vision is solved 7:22 Planning 10:26 Financial implications for investors 13:05 Company culture 18:30 Elon & little details 20:03 Optimus 20:39 Closing thoughts Speed of innovation what we’ve been doing over the past few months what we wanna do in the next couple of weeks 2 weeks to simulate is PAINFULLY slow 2 weeks to regenerate SF Vision is solved Vision is solved, focus on complex planning Network can predict 4 derivatives with crazy good accuracy This magic is possible due to auto labeling - this is the self-supervised flywheel (alpha go) The machine that builds the machine applied to labels Lanes - reached out to language models (transformers) Reframed problem as language - add in self-supervised - Dalle meets alpha go 2.5 x autolabeling with 1 Dojo cabinet - they want to build 7 - 17x in autolabeling throughput The machine that builds the machine applied to labels Planning From physics to network - 10-50 faster Tried physics. Worked but slow. Pivoted. Instead of “what would a human do?” - “would a human do this?” Likelihood of an object existing for planning with obstructions Financial How insanely hard this is to understand for normal finance people - inability to see the future, rely on proof - at that point it’s too late Already using raw photons - completely new dataset, like it's nothing. Other companies struggle to get data. Tesla regenerates datasets all the time. Company culture Story of scale generalisation speed automation Innovation keeps accelerating. The bot is a side effect of their capabilities. New mission: making the future awesome! All of this crazy level of tech because Elon said they would solve self driving. Elon standing with an army of geeks behind. Dojo - started with vendor and realised they needed to bring it in-house, and so they did Crazy optimisation down to the file format - company culture Elon Elon is inspired "It won’t be boring" talking about the future Little details Updated visualisations of cars Troll Andrej - software 2.0 NeRF - breakthrough - very excited about that Ashok has a weekend project Optimus Optimus as glue to connect machines