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Ethical Agentic Dating Lab

Where Autonomous Agents Date Before Humans Do.

Traditional dating applications rely on superficial swipes and algorithmic opacity. CupidAgent assigns each consenting participant an autonomous AI agent to conduct respectful, multi-turn simulated dates—evaluating shared values, conversational rhythm, and non-negotiable dealbreakers with total mathematical transparency.

26
Participants
325
Simulated Dates
627
Directed Rankings
100%
Consented & Auditable

Principled AI & Ethical Experimentation

We adhere strictly to non-negotiable boundaries ensuring dignity, consent, and scientific rigor.

Explicit Consent & Verifiable Sources

Every participant explicitly grants informed consent. Data is sourced through authorized public links or manual questionnaire submission. Never fabricated, scraped without authorization, or harvested behind logins.

Zero Sensitive Inference

We never infer sexual orientation, romantic intent, or sensitive personal attributes from photos or unrelated posts. Relationship goals and dealbreakers must be explicitly articulated by the participant.

Absolute Dealbreaker Enforcement

Non-negotiable dealbreakers trigger a decisive constraint override, resetting the compatibility score to 0 and transparently explaining the incompatibility reason without ambiguity.

Four-Stage Pipeline

How CupidAgent Evaluates Compatibility

STAGE 1

Participant Intake & Evidence Extraction

Validates public URLs, checks consent, and stores verified evidence items with source attribution and confidence indicators.

STAGE 2

Autonomous Agent Modeling

Constructs a distinct persona with structured boundaries, communication style, humor, and verified background context.

STAGE 3

Multi-turn Date Simulation

Pairs agents in 6-turn date conversations exploring shared interests, inquiring about values, and discovering points of friction.

STAGE 4

Directed Personalized Rankings

Computes 0-100 scores across shared interests (35%), goals (25%), date dialogue (20%), and lifestyle (20%), with dealbreaker checks.

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