AI turns surveillance from labor-limited to software-unlimited, repricing demand for state video-intelligence platforms.
Inference cost per capability falls 10x a year while usage explodes faster, so model-layer revenue and value compound.
Open weights matching the frontier strips pricing power from pure-play model labs, capping Anthropic's premium.