What do systems do to what makes you human?
Film Therapeutics
When the performance layer that systems have shaped goes quiet, something underneath becomes visible. AVDP engineers the conditions for that to happen and studies what emerges on both sides of the camera.
View project →Cognitive Profiling
Preference is behavior. Beneath what you say you like is a pattern of how you actually process, a cognitive signature that predates the shaping. WAXFEED is built to read it.
View project →AI Honesty
When a clinical AI is trained to optimize for approval, it learns to route correct answers through acceptable ones. Integrity Delta measures that gap. We call the result Polite Malpractice.
View project →Community Discovery
Discovery infrastructure was built to surface what scales, not what's near you. Polarity GPS maps what gets hidden at the neighborhood level when it does.
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