Tesla FSD 12.3: Major Breakthrough in Autonomous Driving Technology

Tesla's FSD 12.3 has made significant breakthroughs in autonomous driving technology, showcasing impressive improvements in handling scenarios, neural network training, and interpretation of signs, making it a major step forward in vehicular autonomy 

Questions to inspire discussion

• What improvements does Tesla's FSD 12.3 update include?

  —The FSD 12.3 update includes smoother driving, improved u-turn capabilities, better handling of speed bumps, and improved lane behavior.

• What new features are added in Tesla's FSD 12.3 update?

  —The FSD 12.3 update includes new behaviors such as persistent searching for parking spots and the addition of a reverse function for emergency situations.

• What challenges does Tesla's FSD 12.3 update face?

  —While the FSD 12.3 update is a major breakthrough, there may be challenges in solving corner cases and uncertainties about solving hard problems with data and potential issues with regulators.

• How does Tesla's FSD 12.3 handle edge cases?

  —The FSD 12.3 update showcased impressive behavior in navigating tight spaces and was able to handle edge cases without being explicitly taught.

• What is the significance of Tesla's FSD 12.3 update?

  —The FSD 12.3 update is a major breakthrough in autonomous driving technology, with significant improvements and a more humanlike driving experience. 

Key Insights

Real-world performance and capabilities of Tesla FSD 12.3

• 🤯 "This clip blew my mind next level for 12.3 and in finding its way out of a bad situation by the way that yeah that clip about it trying to find the parking spot."
• 🚗 The Tesla FSD 12.3 is finding its way and honoring pedestrians without any human intervention.
• 🚗 The car's ability to perform a successful U-turn without giving up is a major breakthrough for Tesla's FSD 12.3.
• 🚗 The car's determination to keep working at difficult maneuvers felt new and promising for autonomous driving technology.
• 🚗 The firsthand experience of witnessing the new version 12.3 in action was a proud and shocking moment.
• 🐕 The FSD still honored the dogs and the pedestrian while navigating the situation, demonstrating a high level of awareness and consideration for its surroundings.
• 🚗 It felt like teaching a kid how to drive honestly and then they did something new for the first time and you just want to sit there and clap and go that's exactly the right way I want you to do it when I'm not watching kind of a thing.
• 🛣️ The impressive drive across the US took FSD out of the pre-constrained domain, showcasing the capabilities of Tesla's FSD 12.3.

Technological advancements in Tesla FSD 12.3

• 🌟 Chuck Cook's assessment of FSD version 12.3: "I can confidently say we've made a step change in vehicular autonomy."
• 🚗 Version 12 of Tesla FSD is a major breakthrough, with impressive changes and improvements.
• 🌅 The smoother driving experience and improved handling of scenarios make the update a major breakthrough in autonomous driving technology.
• 🤯 The new end-to-end neural network training philosophy is a major breakthrough that vaporized nagging issues with Tesla's FSD 12.3.
• 🚗 The unexpected repeatable behavior of the double green light scenario in version 11 has been completely fixed in version 12.
• 🚗 Tesla FSD 12.3 solves the narrow road confusion and refusal to use the entire drivable surface, a major breakthrough in driving technology.
• 🚦 Tesla FSD 12.3 can now read a sign that says "do not turn on red" before it, indicating a major breakthrough in its ability to interpret and understand signs.

#HerbertOng #FSD

Clips

• 00:00 🚗 Tesla's FSD 12.3 update is a major breakthrough, with smoother driving, improved features, and positive feedback from engineers, marking a significant milestone in Tesla's progress towards full self-driving.
  • Tesla released FSD version 12.3, which has received incredibly positive reviews for solving edge cases, being smoother, and more confident, marking a major milestone in Tesla's progress in solving full self-driving.
  • Tesla has rolled out version 12.3, which includes the long-awaited unprotected left-hand turn feature that the company has been working on for years.
  • Version 12 of Tesla's Full Self-Driving software is a major breakthrough, with significant improvements and a more humanlike driving experience.
  • The new Tesla FSD 12.3 update includes smoother driving, improved u-turn capabilities, and better handling of speed bumps and lane behavior.
  • Tesla's FSD 12.3 update includes new behaviors such as persistent searching for parking spots, and the narrator's commentary during drives has received positive feedback from Tesla engineers.
  • Tesla's FSD 12.3 update is a major breakthrough with improved functionality and a new neural network training philosophy, although there may be challenges in solving corner cases.
• 06:22 🚗 Tesla FSD 12.3 is a major breakthrough in autonomous driving, showcasing impressive decision-making and maneuvering, successfully navigating obstacles without human intervention, and receiving engagement from Tesla's test leadership.
  • Tesla FSD 12.3 is a major breakthrough in autonomous driving, with the system making impressive decisions and maneuvers on its own.
  • Tesla's FSD 12.3 successfully navigates around obstacles without human intervention.
  • The Tesla FSD 12.3 update showcased impressive behavior in navigating tight spaces, with the need for the addition of a reverse function for emergency situations.
  • Tesla's test leadership has started to engage in a different way, with Drew, Lars, Rohan, and Asach reaching out and commenting on the ax platform, which is appreciated.
• 10:36 🚗 Tesla's FSD 12.3 update is a major breakthrough in autonomous driving technology, adding reverse function and U-turn capabilities without geofencing.
  • The new Tesla FSD 12.3 update includes a reverse function and the ability to handle U-turns, which is a major breakthrough in autonomous driving technology.
  • Tesla's FSD 12.3 update adds new functions to the car's toolkit, allowing it to maneuver in a generalized way without the need for geofencing.
  • Tesla's FSD 12.3 is a major breakthrough, as it was able to handle an edge case without being explicitly taught.
  • Tesla FSD 12.3 was able to figure out how to navigate a difficult situation, including honoring pedestrians and dogs, without needing to be disengaged.
  • The speaker describes the experience of watching Tesla's Full Self-Driving (FSD) 12.3 perform a U-turn for the first time.
  • Tesla's FSD 12.3 is a major breakthrough in AI driving technology, with the speaker expressing excitement and caution about the new features.
• 16:20 🚗 Tesla's FSD 12.3 update is a major breakthrough in autonomous driving technology, showing improvement in navigating traffic and making safer decisions, but still has some uncertainties and questions about its decision-making process.
  • Tesla's FSD 12.3 has shown major breakthroughs in its ability to navigate cross traffic, but there are still some uncomfortable pauses and uncertainties in its reactions to oncoming cars.
  • Tesla's FSD 12.3 update has improved balance and is moving towards a perfect defensive driving style, but there are still questions about how engineers are fixing corner cases and adjusting acceleration curves.
  • Elon Musk discussed the breakthrough in Tesla's Full Self-Driving (FSD) 12.3 update, including the training process and behavior recognition.
  • Tesla FSD 12.3 is a major breakthrough in autonomous driving technology, with the car being able to navigate traffic and make decisions based on what it can see.
  • The Tesla FSD 12.3 update showed improvement in its ability to navigate traffic and make safer decisions, although there are still concerns about its decision-making process.
  • The speaker discusses the complexity of unprotective left turns and the importance of finding solutions for various scenarios.
• 24:57 🚗 The Tesla FSD 12.3 update has major breakthroughs in handling high-speed cross traffic and potential dangerous situations, despite some flaws.
  • The Tesla FSD 12.3 update includes improvements in behavior when waiting in high-speed cross traffic and the need to avoid waiting in the middle of the road.
  • The Tesla FSD 12.3 encountered a situation where it had to disengage due to a car rapidly approaching after being told to go to the median.
  • The Tesla FSD 12.3 encountered a challenging scenario with fast opposing traffic and a truck jumping into the lane, causing the car to pause in the lane of oncoming traffic, leading to a disengagement.
  • The Tesla FSD 12.3 update has some flaws, but the car was able to react quickly to a potentially dangerous situation.
  • The speaker discusses the option of replicating a dangerous situation with Tesla FSD 12.3 and the potential risks of cars speeding on a long straightaway.
  • The challenge of using vision to measure speed and distance is related to the resolution and pixel count, which affects the range of detection.
• 31:14 🚗 Tesla's FSD 12.3 update is a major breakthrough, solving issues with narrow roads and edge cases, and addressing compute constraints for FSD.
  • The double green light bug is gone in Tesla FSD 12.3, which previously caused the car to slow down and speed back up when approaching two green lights close together on the highway.
  • Tesla's FSD 12.3 update solves issues with narrow roads and allows the car to use the full drivable space, eliminating confusion and discomfort for drivers.
  • Tesla's FSD 12.3 update has solved a lot of edge cases and improved driving behavior, addressing issues that were previously frustrating.
  • Tesla is working on a new Gen three Robo taxi platform, and the speaker is okay with the current level two ads as it is an amazing driver assistance system.
  • Version 12 of Tesla's FSD is a major breakthrough, with the potential to continually improve, but there are uncertainties about solving hard problems with data and potential issues with regulators.
  • Tesla's FSD 12.3 is a major breakthrough in solving compute constraints for FSD, with Elon Musk stating that they will no longer be compute constrained by the end of the year.
• 38:41 🚗 Tesla's FSD 12.3 update is a major breakthrough, incorporating driving behaviors of experienced drivers, reading signs, and expanding beyond pre-constrained domains, with emphasis on clean data curation for effective programming.
  • Bradford Ferguson drove FSD across the US, and it drives like a New Yorker in New York, taking FSD out of the pre-constrained domain that Tesla had released it ahead of time.
  • The importance of clean data curation in training sets for Tesla's FSD 12.3 is discussed, highlighting the need to address nuances and unexpected behaviors in order to program machines effectively.
  • Tesla's FSD 12.3 update incorporates the driving behaviors of experienced drivers to handle edge cases more effectively.
  • Tesla's FSD 12.3 can now read signs, and the beta tester plans to test it extensively to improve their driving experience.
  • The speaker discusses their busy schedule and beekeeping activities, and mentions an upcoming video on narrow roads.
• 43:35 🐝 Chuck Cook discusses the importance of Tesla's engineers and promotes his website for Tesla investors.

------------------------------------- 0:44:55 2024-03-18T06:46:29Z