It's likely possible to extract model weights from the chip's design, but you'd need tooling at the level of an Intel R&D lab, not something any hobbyist could afford.

I doubt anyone would have the skills, wallet, and tools to RE one of these and extract model weights to run them on other hardware. Maybe state actors like the Chinese government or similar could pull that off.