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/Country

Liberia

34/100
attention index

Attention higher than 45% of countries

#87 of 157 countries · methodology v0.6 · 11 Nov 2026

Compare with other countries →

The country in the five views

Attention34
Adoption · single source10
Regulation28
Problems and attacks12
Opportunities18

/Why this colour

how it is computed

Reported incidents0

no incidents recorded (counts as missing data)

AI exposure27

percentile among countries

Generative AI use in the population: 10.4% (2026-Q2) · Microsoft AI Diffusion Report

Missing safeguards85

100 minus the safeguards percentile among countries: higher means fewer safeguards

Regulatory quality: -0.87 (2025) · World Bank

Rule of law: -0.85 (2025) · World Bank

Voice and accountability: +0.02 (2025) · World Bank

The state and AI

how it is computed

Not part of the attention index

Openness to AI

Exposure to threats

as a target 17 · as a cause 11

Closed, little exposedMedia coverage: low (13 AI articles citing the country in the last 32 days)

Why this value

Exposure to threats = 50% × 17.4 (as a target) + 50% × 10.6 (as a cause) = 14

Reported cyber attacks against institutions and foreign disinformation

Social media monitoring, government disinformation, AI surveillance, spyware, internet shutdowns

What protects

Government access to personal data (V-Dem, expert scale)93

2025 · V-Dem — Digital Society Project

Rule of law (0-100 score)45

2025 · World Bank

Data protection law0

2026-11 · UNCTAD — Global Cyberlaw Tracker

Rules on AI used by the state (GIRAI)16

2026 · GIRAI — Global Index on Responsible AI

Shown alongside, not subtracted from the exposure

What we cannot see

We count reported cyber attacks, not all those that happened; there is no worldwide measure of threats made with AI; for surveillance and spyware the sources stop at 2022-2024.

All countries in State and AI →

/What we cannot see

Incidents never reported by the press · reports of serious incidents sent to the authorities and not published · systems registered in the non-public part of the EU database.

Liberia

The country in the five views

/Why this colour

The state and AI

Why this value

What protects

What we cannot see

/What we cannot see

/Incidents by period

/Reported incidents

/Laws and safeguards

/In the news

/Index trend

/AI models released