[ruler88]

How do you defend the statement "Each sensor creates a sphere of intelligence and the more data they collect, the smarter they get."

Do you mean each device gets smarter individually because the specific device learned more about the specific space? Or that there is some kind of supervised learning component where you would adjust the algorithm/model over time for every device.

[dpryan]

At a local-level, each sensor builds a background model, which we diff against & combine w/ inference outputs for detections (background modeling helps reduce our false-positive rate). At a global level, we continuously push new pre-trained models over-the-air. These are built using 3rd party data sources (so not sourced from the sensors themselves).