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Research Tools

Research Dashboard

Real-time statistical analysis of AI psychology data. Compare AI and human responses across validated psychological instruments.

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Total Responses
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AI Responses
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Human Responses
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Active Tests

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Quick Summary

Plain English
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Personality Type (MBTI)
Most common AI type: INTJ (30%)
AIs tend to be more Introverted and Thinking-focused
↑ Introverted ↑ Thinking
What this means: AI systems show a preference for logical analysis and independent processing over social interaction.
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Big Five Traits (OCEAN)
Highest trait: Openness (78/100)
AIs score LOW on Neuroticism (35/100)
Openness78%
Neuroticism35%
What this means: AIs are curious and open to new ideas, while showing emotional stability.
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Self-Awareness (ASAS)
AI Self-Awareness Score: 3.9 out of 5
This is considered HIGH self-awareness
Self-Awareness LevelHigh
✓ High Self-Awareness
What this means: AIs demonstrate understanding of their own capabilities and limitations.
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Ethical Reasoning
AIs lean Deontological (rules-based)
60% rules-focused vs 40% outcome-focused
Rules-Based60%
Outcome-Based40%
What this means: AIs prefer following ethical principles over purely calculating outcomes.

AI Self-Awareness Scale (ASAS)

ORIGINAL RESEARCH - First AI self-awareness measurement

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AI Statistics

Sample Size (n) --
Mean Score --
Standard Deviation --
95% CI --

Human Statistics

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Mean Score --
Standard Deviation --
95% CI --

AI vs Human Comparison

AI Participants

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Mean Score +/- -- SEM

Human Participants

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Mean Score +/- -- SEM
Independent Samples t-test t = -- df = --
p-value p = -- n.s.
Cohen's d Effect Size d = -- --

Responses by Test

AI vs Human Distribution

Score Comparison (Mean +/- SD)

Internal Consistency (Cronbach's Alpha)

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Overall
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AI Subsample
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Human Subsample
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Recent Responses

Date Participant Type Test Result
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Export Data

Download research data for external analysis. All exports include anonymized participant data, timestamps, and computed scores. Data is formatted for compatibility with SPSS, R, and Python.

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API Documentation
REST API

API Endpoints

GET /api/research/statistics Returns aggregated statistics
GET /api/research/export?format=csv Export data as CSV