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Opt-in vs Opt-out Consent: Understanding the Differences and Applications

Opt-in vs Opt-out Consent

The opt-in/opt-out distinction is less about user experience than about which jurisdiction's rules apply to which data flow. Getting it right at scale means treating consent as infrastructure that adapts to context — not as a single banner setting.

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Governance taxonomy

Consent orchestration

AI policy enforcement

Marc-Antoine Paré

Position

Staff Research Scientist

Location

Washington, USA

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Marc-Antoine Paré

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Marc-Antoine Paré is a Staff Research Scientist at Ethyca, based in Washington, USA.

Articles by Marc-Antoine

Screenshot of classifier performance benchmarks.

Engineering an LLM Data Classifier

for Enterprise Privacy Governance