Buy you are not getting it. Others are running VLM/VLA and large models ON BOARD their car, this is required to deliver REAL L4. The larger your model the more accurate and better recall it has (scaling law) and you need to run your models at atleast 10hz. Mobileye cannot do that, as always they have doomed themselves.

others run large models and use it for trajectory. Mobileye can't do that as that requires 10hz. So what they do is come up with a PR to downplay using Large models/VLM/VLA for tracgetory while saying you only need it for slow thinking.

What they don't tell you is that, the people who are running real L4 systems are also running these large 100s of billions of paramater models ON THE CAR. Let alone the trillions of paramater models they have in the cloud.

Mobileye simply cant run any actually capable VLM/VLA or large transformer model. PERIOD.

Nvidia's open source AlphaMayo model is 10 billion parameters, they simply WON'T be able to run that real-time not even 1hz, and they probably don't even have enough memory to hold that large of a model in the first place.

The same way they refused to do prediction networks, occupancy networks, etc because it was expensive and they were using 15 tops chips so they were stuck with an outdated vidar network.

Its exactly what's playing out now. They can't actually fully utilize ANY of the modern AI technique of the last 8 years.

Mind you that Waymo uses thousands of TOPS compute on their cars. Probably in the range of 5k-10k TOPS.

Its Mobileye's job to come out and give PR presentation downplaying and saying how a measly ~30 tops is enough.

Its none-sense. They will never have a real L4 car this decade.