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Question

What did the Google "Incognito mode" case reveal about user expectations versus tracking reality?

Answer

Google was found to collect data from users even in the supposedly private Incognito mode, and a court deemed Google's explanations misleading.

This landmark case exposed the gap between what users believe and what actually happens. Many people assume "private/incognito" browsing means they aren't tracked at all — but incognito mode only stops the local browser from saving history, cookies, and form data. It does not stop websites, advertisers, or the network from observing you.

What incognito mode does NOT hide:

  • Your IP address (visible to every site and your ISP)
  • Server-side logs and analytics
  • Tracking via fingerprinting (which needs no stored state)
  • Your employer's or school's network monitoring

Tip: Incognito is about local privacy from other people using your device, not anonymity from the websites you visit. The court's ruling hinged on this discrepancy being misrepresented.

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Question

What is the difference between deterministic ("eindeutiges") and probabilistic ("wahrscheinliches") tracking?

Answer

Deterministic tracking identifies a user explicitly (via login/account), while probabilistic tracking infers identity from signals like IP, browser data, and behaviour using probability models.

Deterministic Probabilistic
Identification Explicit (login, account ID) Inferred via probability models
Login needed? Yes No
Signals Account IDs linked across devices IP, browser data, surfing behaviour
Accuracy Exact High, improved by machine learning

Deterministic is rock-solid because the user authenticated — e.g. logging into the same account on your phone and laptop lets a company link both devices to one person ("personalized offers through account IDs").

Probabilistic never needs a login: it correlates fingerprints, IP ranges, and behaviour patterns, then uses ML to decide "these two sessions are probably the same person." It's the backbone of cookieless tracking.

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