Tesla Is Looking for ‘Exceptional Ability’ in AI Chips. Does That Make TSLA Stock a Buy Here?

Tesla Is Looking for ‘Exceptional Ability’ in AI Chips. Does That Make TSLA Stock a Buy Here?


Tesla (TSLA) CEO Elon Musk seems to have found renewed vigor following the approval of his bumper $1 trillion pay package by the company’s shareholders. So much so that in his latest tweet, the world’s richest man has made the bold claim that his company “expect[s] to build chips at higher volumes ultimately than all other AI chips combined.”

Elaborating further, Musk has set a target of designing a new chip and bringing it to volume production every year. This puts the EV leader in direct competition with its partner, Nvidia (NVDA). Yet, some nuances need to be considered.

A key component of Musk’s strategy to earn his historical payout is artificial intelligence. In fact, it can be said that it is the centrepiece of his strategy that will drive his ambitions around autonomous vehicles, humanoid robots, and energy.

Notably, the chips that have so far been designed by Tesla and are in operation primarily center around its cars, whereas the GPUs of Nvidia and Advanced Micro Devices (AMD) are more for general-purpose data center use.

The first among the Tesla chips was the HW3 chip introduced in 2019. Designed as a System-on-Chip (SoC), the chip runs onboard vehicle inference for Autopilot / Full Self-Driving (FSD). Board-level compute is typically reported around 72 TOPS (tera operations per second) per chip and 144 TOPS per board, and it is built to automotive quality standards and optimized for low cost and power in the car.

The more recent HW4 (also referred to as the AI4) chip was launched in 2023. It replaces HW3 in newer Model S/X and later Model 3/Y builds, and it comes with higher compute for running larger neural networks, upgraded radar, and a new camera suite. Moreover, built with Samsung’s 7-nanometer technology (compared to HW3’s 14-nm), the HW4 provides major gains in energy efficiency, transistor density, and thermal behaviour. All this leads to a 2x-4x better performance than the HW3, which is used across Tesla’s fleet of vehicles.

In its humanoid robots, Optimus, the same cadence for HW3 and HW4 chips are used. The chips assist Optimus in vision perception, motion planning, and control and actuation, giving the robots abilities of 3D understanding of space, object recognition, hand-eye coordination, and balance and foot placement.


finance.yahoo.com
#Tesla #Exceptional #Ability #Chips #TSLA #Stock #Buy

Share: X · Facebook · LinkedIn

Leave a Reply

Your email address will not be published. Required fields are marked *