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Brilliant analysis of how Life360 and similar apps have transformed surveillance from a top-down to a peer-to-peer phenomenon. The distinction between vertical and horizontal surveillance is key - when we become 'our own spies' as Hermida put it, we're essentially doing the data collection work for corporations without compensation. Your point about the 2021 revelation that Life360 was one of the biggest providers of location data to brokers is chilling. Even though they've scaled back to selling to fewer brokers now, the business model remains fundamentally extractive. The interview with David Lyon about spatial coordination replacing temporal coordination is fascinating - the shift from 'meet at 8pm' to 'I'll find you wherever you are' represents a profound change in social norms. What strikes me is the psychological manipulation involved. Life360's 'wrapped' feature gamifies surveillance, making it feel like a fun retrospective rather than a privacy invasion. The Bumble survey finding that 54% of Gen Z view location-sharing as 'affection' shows how successfully these platforms have reframed monitoring as care. The domestic abuse angle is especially troubling - 13% saying it's 'reasonable' for a partner to monitor them suggests surveillance culture is normalizing coercive control. This piece should be required reading for anyone using these apps casuly without considering the broader implications.

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