Undefined because the denominator is zero AI circle as a share of your technology circle
Your estimated technology circle:An estimate of your circle within the world population, using the stated sources and assumptions.
Where do you stand among the people on Earth? Start with 8 billion and discover the circle sharing your technology and AI habits.
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Undefined because the denominator is zero AI circle as a share of your technology circle
Your estimated technology circle:An estimate of your circle within the world population, using the stated sources and assumptions.
This is a glimpse of your usage pattern. Discover your AI readiness, strengths and development opportunities, with a report and practical recommendations in the full assessment.
Start the AI Readiness IndexPublished figures are mapped to reference shares of the world population, with each study population and extrapolation disclosed. Overlap uses a positive-dependence Clayton model with fixed θ = 1. This is an uncalibrated modelling assumption, not multiplication of independent rates. Each reference is counted once to avoid duplicate effects. Choices without data do not shrink the count; no random discount is applied. This is an estimate, not a directly measured intersection. Sources and model version are frozen on completion.
C = (1 + Σ(pᵢ^(−θ) − 1))^(−1/θ) · N = C × 8,000,000,000
We save an anonymous session and its answers without a name or email. Public links show only the result card. You can resume in this browser while your session remains available.
The fixed 8 billion baseline is the UN milestone of 15 November 2022, not a live population count. We apply the reference share to this baseline. Adding information can narrow the circle or leave it unchanged; editing an answer recalculates from the beginning.
A usage pattern, not an intelligence test or a ranking of human worth.
These are the references behind Where am I? Each source has a different scope. The result combines published data with modelling assumptions; it is not a direct count of people who share all your answers.
The population milestone announced by the United Nations on 15 November 2022. It is a fixed comparison base, not a live world population count.
This list follows your saved journey version. Open “Source for this step” during the journey to see the figure and its conversion assumptions.
Global estimate, all ages: 74% used the internet in 2025.
UK adults. Connection figures are proxies, not world rates. Accessed 2026-10-11.
January 2025 survey of 500 US adult LLM users; overall margin ±5.1 points. Applying it globally is a weak proxy, not a study finding.
Commercial estimate of 1.7–1.8 billion global AI users, extrapolated from a US survey. We use the published 1.8 billion endpoint, not a census.
Mathematical formula reference only. The dependence parameter is a modelling assumption, not a measured relationship. Date is access date.
Mixed sources: GWI online adults 16+ in Q3 2024, platform accounts/ad reach, and Statcounter web traffic. Measured populations differ.
For context and comparison only. These references are not used in the current coefficients and do not change saved results.
Data or access date: 2026-03-05
Epoch AI and Ipsos surveyed 2,021 US adults on 3–5 March 2026 about AI services, frequency, tasks and subscriptions. Some questions cover only people who used AI in the previous week. Results are weighted to represent US adults, not the world population.
These facts help put numbers in context; they do not affect your result. Each fact also shows its source and assumptions during the journey. Dates are the data or access dates saved with each reference.
Data or access date: 2026-10-11
Data or access date: 2026-10-11
Data or access date: 2025-02-28
Data or access date: 2026-10-11
Data or access date: 2022-11-15
Data or access date: 2026-10-11
Data or access date: 2026-10-11
Data or access date: 2025-10-10
Data or access date: 2026-10-11
Data or access date: 2026-09-17
The capacities and sizes below are comparison assumptions, not published statistics about specific people or products.