How Does Tesla FSD 12 ACTUALLY WORK? End-to-End Networks, Heuristics, Training, and Navigation

Video Description

With so much talk about Tesla's new FSD version 12 out, there is a lot of confusion about what exactly Full Self Driving is, why FSD 12 is different, and how autonomy works overall. In this higher-level overview we get into the three main parts of autonomous driving--perception, decision, and control--and how FSD 12 is different for each of these parts. We also discuss why navigation information (ie Google maps data) is so very difficult for FSD to handle compared to the other parts of the network! **If you are looking to purchase a new Tesla CAR, Solar roof, Solar tiles or PowerWall, just click this link to get up to $500 off! https://www.tesla.com/referral/john11286. Thank you! Join this channel to get access to perks: https://www.youtube.com/channel/UCyqpZ8HY9FY5jH-RoVcwlnw/join **To become part of our Patreon team, help support the channel, and get awesome perks, check out our Patreon site here: https://www.patreon.com/DrKnowItAllKnows. Thanks for your support! Go to https://drinkag1.com/drknowitall to get started on your first purchase and receive a FREE 1-year supply of Vitamin D3+K2 and 5 travel packs. Get The Elon Musk Mission (I've got two chapters in it) here: Paperback: https://amzn.to/3TQXV9g Kindle: https://amzn.to/3U7f7Hr! **Want some awesome Dr. Know-it-all merch, including the AI STUDENT DRIVER Bumper Sticker? Check out our awesome Merch store: https://drknowitall.itemorder.com/sale For a limited time, use the code "Knows2021" to get 20% off your entire order! **Check out Artimatic: https://www.artimatic.io **Want to get in on WeBull's awesome Crypto and stock fun? Check out this link, and get started trading stock and Crypto! https://a.webull.com/i/DrKnow-it-allKnowsitall **You can help support this channel with one click! We have an Amazon Affiliate link in several countries. If you click the link for your country, anything you buy from Amazon in the next several hours gives us a small commission, and costs you nothing. Thank you! * USA: https://amzn.to/39n5mPH * Germany: https://amzn.to/2XbdxJi * United Kingdom: https://amzn.to/3hGlzTR * France: https://amzn.to/2KRAwXh * Spain: https://amzn.to/3hJYYFV **What do we use to shoot our videos? -Sony alpha a7 III: https://amzn.to/3czV2XJ --and lens: https://amzn.to/3aujOqE -Feelworld portable field monitor: https://amzn.to/38yf2ah -Neewer compact desk tripod: https://amzn.to/3l8yrUk -Glidegear teleprompter: https://amzn.to/3rJeFkP -Neewer dimmable LED lights: https://amzn.to/3qAg3oF -Rode Wireless Go II Lavalier microphones: https://amzn.to/3eC9jUZ -Rode NT USB+ Studio Microphone: https://amzn.to/3U65Q3w -Focusrite Scarlette 2i2 audio interface: https://amzn.to/3l8vqDu -Studio soundproofing tiles: https://amzn.to/3rFUtQU -Sony MDR-7506 Professional Headphones: https://amzn.to/2OoDdBd -Apple M1 Max Studio: https://amzn.to/3GfxPYY -Apple M1 MacBook Pro: https://amzn.to/3wPYV1D -Docking Station for MacBook: https://amzn.to/3yIhc1S -Philips Brilliance 4K Docking Monitor: https://amzn.to/3xwSKAb -Sabrent 8TB SSD drive: https://amzn.to/3rhSxQM -DJI Mavic Mini Drone: https://amzn.to/2OnHCEw -GoPro Hero 9 Black action camera: https://amzn.to/3vgVMrH -GoPro Max 360 camera: https://amzn.to/3nORGYk -Tesla phone mount: https://amzn.to/3U92fl9 -Suction car mount for camera: https://amzn.to/3tcUfRK -Extender Rod for car mount camera: https://amzn.to/3wHQXsw **Here are a few products we've found really fun and/or useful: -NeoCharge Dryer/EV charger splitter: https://amzn.to/39UcKWx -Lift pucks for your Tesla: https://amzn.to/3vJF3iB -Emergency tire fill and repair kit: https://amzn.to/3vMkL8d -CO2 Monitor: https://amzn.to/3PsQRh2 -Camping mattress for your Tesla model S/3/X/Y: https://amzn.to/3m7ffef **Music by Zenlee. Check out his amazing music on instagram —@zenlee_music or Youtube — https://www.youtube.com/channel/UCM4r7zhQrvc0o8MrNe8fxmg Tesla Stock: TSLA **EVANNEX Check out the Evannex web site: https://evannex.com/ If you use my discount code, KnowsEVs, you get $10 off any order over $100! **For business inquiries, please email me here: [email protected] Twitter: https://twitter.com/DrKnowItAll16 Also on Twitter: @Tesla_UnPR: https://twitter.com/tesla_un Instagram: @drknowitallknows **Want some outdoorsy videos? Check out Whole Nuts and Donuts: https://www.youtube.com/channel/UCRbAL4HwfQTx7Xt5iZBqgDQ Other videos in this series: https://youtu.be/SgjbVFki_o4 https://youtu.be/uVqxrFZY6zo https://youtu.be/Q1oijrXtaAE https://youtu.be/krEqqvWjQsg