Seedlabs

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Validation Meter: A Real-Time Affirmation Transparency Overlay for AI Chats

A browser extension and mobile overlay that passively scores any AI chat session for one-sided agreement and tells the user, in plain language, when the assistant has been validating everything — especially in interpersonal conflicts — so they know when to seek a human second opinion.

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