I posted this picture in a different thread for
X delivered with HW4 where the service manual confirmed unused purple and black ports:
Purple: F-SVC & Spare (2x unused)
Black: L-SVC & R-SVC (2x unused)
White: R-FF-Rear & L-FF-Rear (repeaters)
Blue: Selfie & Wide (dummy in Far housing)
Black: Main & L-FF-Side & Backup & R-FF-Side (pillars)
It seems like FSD Beta will need to be supporting multiple vehicle sizes (like HW3 for X vs 3) with slightly different camera positions, multiple camera attributes (HW4 higher resolution and RGGB(?) sensors) as well as above's multiple exterior camera setups (8x with HW3, 7x with current HW4, potentially up to 12x for Semi and Cybertruck).
Potentially to address all this complexity, this might have been what
Ashok Elluswamy was hinting at during Tesla AI Day 2022 when he talked about a "weekend project" for Radiance Fields as Vision's Foundational Model. Maybe instead of training the neural networks to predict things from video coming from certain fixed camera positions, an internal representation could be formed from the numerous camera setups, so that Tesla doesn't need to "retrain from scratch" for say the Cybertruck's additional higher resolution cameras in different positions.
This would be quite the architectural change probably worthy of a FSD Beta 12 version bump. Tesla is probably doing something custom for Optimus with the much smaller form factor, but theoretically this unification could bring aligned neural network prediction improvements to vehicle robots, humanoid robots, and probably many other potential vision-based robots too. For example, learning to accurately predict shapes of random objects in a garage is probably useful for Optimus to pick it up or for a vehicle to avoid.