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Predictive surveillance uses audience segmentation and behavioural data to model future behaviour based on historical patterns.

PrivacyData AnalyticsSep 10, 2026score 0.172 posts · 0 replies across 1 instances
The thread discusses how predictive surveillance works by leveraging audience segmentation and behavioural data to model future behaviour, drawing parallels to advertising practices.

Claims

Predictive surveillance uses audience segmentation and behavioural data to model future behaviour based on historical patterns.
Parent: SurveillanceEntity: Predictive SurveillanceImpact: negativeDate: Sep 10, 2026Target: The use of audience segmentation and behavioural data for predictive surveillance
Audience segmentation systems already contain the data necessary for predictive behavioural modelling.
Parent: Data AnalyticsEntity: Audience SegmentationImpact: positiveDate: Sep 10, 2026Target: The sufficiency of existing audience segmentation data for predictive behavioural modelling

Source posts

@[email protected]
Hmm, I need to write an 'how predictive surveillance works' article don't I? Should how existing audience segmentation is already most of the way there...
0 boosts · 0 favs · 0 replies · Sep 10, 2026
@[email protected]
Hmm, I really need to write an article explaining how predictive surveillance likely works (behavioural prediction). Audience analytics → behavioural segmentation → propensity modelling → trajectory prediction → persistent identity → predictive surveillance Audience segmentation systems (like my toy one https://lnkd.in/e995AzE4) *already* have the data for this. It's establishing groups (segmentation), then you can use characterisations of behaviours (centroids) and how those tend to move (acceleration / direction vectors) *for similar members in the group*. By observing enough signals over enough time for enough people, yes, these can become predictive of future behaviour - not prescient, just statistically modelling how the behaviour moves across time. It's basically how advertising works out what ad to show / how Facebook or Twitter build groups (hate, subject topic, purchase behaviour etc) to 'nudge' behaviours to something they want you to do. Terribly unethical, terribly complex, so nobody really understands *they already
0 boosts · 0 favs · 0 replies · Sep 10, 2026