On-device AI offers new routes to browser-data organization

A hands-on workflow used a local LLM to convert two weeks of Chrome history into a reviewed, importable bookmark catalog, illustrating a privacy-conscious alternative to manual cleanup. Opera separately announced opt-in access to Apple’s foundation model on-device, which could enable browser classification or tab workflows. Both developments need follow-up on practical reliability, user review, and privacy details; the Opera capabilities are vendor-announced rather than independently tested.