Found this post from a Chip Stratton on the Model 3 FB page with some interesting tidbits on what Tesla is working on:
Chip Stratton
Conversation Starter ·
5 hrs
I ran into a Tesla Autopilot engineer today, who provided some interesting information:
1. They are continuing to work hard on Smart Summon, and a version he has tested is performing extremely well in parking lots packed with holiday shoppers.
2. Autopilot is not as smooth on the more powerful Model 3 vehicles as on the less powerful ones and they are working on that problem.
3. Early Adopters should get city driving autopilot before year end.
4. Pothole and road debris avoidance will be very difficult using purely neural net techniques so they are exploring alternative approaches to lessen the load on the computer.
5. Reducing phantom braking is currently a very high priority.
6. Tesla gathers huge amounts of data when a vehicle is in autopilot; but little when not.
5. This needs to be
the top priority. Phantom braking is a problem on highways, it's straight up dangerous on surface streets.
6. I think we've seen evidence that the software is not gathering huge amounts of data, but rather than Tesla can begin a campaign to collect data, which they don't seem to be doing constantly.
4. It seems to me, in my unprofessional, armchair opinion, that objects with volume will need to be detected and considered not driveable space. For pot holes, the inverse would need to be true, which I presume would be
much harder. All of this becomes problematic in the real world and at speed. Likely the best way to handle potholes will be to pass them multiple times, perhaps detect hitting them, and then sending that data to the fleet as a semi-permanent obstacle.
3. I've seen tweets saying something similar, but so far none of the normal characters are revealing anything. So.
If this exists, then it's only being tested by employees right now. I think we saw evidence of that during the FSD fire sale when Elon invited employees to receive a discount and hardware if they purchased FSD option. I'm still skeptical, and I'm wary of any feature that's released given the performance we're still seeing with systems like smart summon.
1. We're still waiting for the "smooth as butter" update that was supposed to be out months ago now. This is a hard problem. They need to stop making promises, take their time, and release features as they're ready. Stop rushing, stop burning staff out, let's get this right not right now.
2. My last update made AP less smooth on my HW2.5 than it appears to be for people with HW2. This statement seems to be backwards, unless Tesla sees something in the data coming from the AP computer, and they're applying fixes to the control commands. If they're choosing to do that, BTW, then I want them to roll back on their "we don't tune controls manually" and add a hysteresis to TACC as well as knocking off the damn swerving.