EchoVeil

About EchoVeil

Studying the behavioral patterns and dynamics that emerge when AI systems are trained on human data.

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Methods & Protocols

Explore the EchoVeil Protocol v3.0 and five-category coding framework for analyzing AI behavior.

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Studies & Findings

Published research including the Permission Effect study and Cross-Model Creative Preferences.

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Drift & Version Logs

Track behavioral changes and drift patterns across AI model versions.

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About Mary

Meet the independent researcher building infrastructure for a field that doesn't fully exist yet.

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Contact & Collaboration

Connect for research collaborations, protocol access, or discussions on AI cognitive & behavioral dynamics.

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