Shareable intelligence

Egypt

4 objects, each built so its context cannot be cropped away. Every one states the scenario range rather than a single value, carries the confidence level and the date the evidence was last checked, and links back to the full page it came from.

Copy a card's link to share it. Screenshot one and the qualifications come with it, because they are inside the frame rather than under it.

Country outlook · Northern Africa

Egypt

Three scenarios, two horizons. The range is the finding — a single number would imply knowledge nobody has.

Measure	Latest observed	2031	2036
Output per person	$3,086 2025	$3,206 – $3,721	$3,310 – $4,350
Electricity access	100% 2024	100% – 100%	100% – 100%
Internet use	75% 2024	83% – 90%	87% – 94%

Growth bands: 0.64% · 1.9% · 3.17% a year per person, from Egypt's own 15-year record (2011–2025) — mean ± 0.85 standard deviations, clamped to its own 5th–95th percentile. Not an outside estimate of what this country might do.

Who this outlook leaves out

Educated young people whose qualifications do not convert into work
Families one illness away from selling productive assets
Irrigating farmers and cities drawing on the same stressed sources

2031 versus 2036 · Egypt

Two horizons, asked the same question

By 2031

Household electricity access is already 100% (2024). It is not where this country's 2031 is decided.
Internet use moves from 74.6% of the population (2024) to between 83% and 90% by 2031, depending on the scenario. Simple continuation gives 87% — a rise of 11.9 percentage points.
In people rather than percentages: about 17.4 million would still be without it in 2031 under continuation — 12.6 million fewer than in 2024, because the population grows as the share improves.
Output per person spans $3,206 to $3,721 by 2031. The $515 between them is under a quarter of today's $3,086.
That spread is the distance between scenarios, not a margin of error — and it is a national average, which does not identify whose income moved.
The population reaches about 128.9 million — roughly 10.5 million more people than in 2025, about 84.5 million of them of working age.
This figure is the same in all three scenarios. Most of the people who will be alive in 2031 have already been born.

By 2036

Household electricity access is already 100% (2024). It is not where this country's 2036 is decided.
Internet use moves from 74.6% of the population (2024) to between 87% and 94% by 2036, depending on the scenario. Simple continuation gives 91% — a rise of 16.4 percentage points.
In people rather than percentages: about 12.4 million would still be without it in 2036 under continuation — 17.6 million fewer than in 2024, because the population grows as the share improves.
Output per person spans $3,310 to $4,350 by 2036. The $1,040 between them is a quarter to a half of today's $3,086.
That spread is the distance between scenarios, not a margin of error — and it is a national average, which does not identify whose income moved.
The population reaches about 137.9 million — roughly 19.5 million more people than in 2025, about 91.2 million of them of working age.
This figure is the same in all three scenarios. Most of the people who will be alive in 2036 have already been born.

What has to happen first

Egypt is identified among African states that have developed and begun implementing a national AI strategy. Recorded as approved: it still has to be funded and staffed before it counts as a change in how things work.
Egypt’s second National Artificial Intelligence Strategy covers 2025 to 2030, is led by the Ministry of Communications and…. Recorded as approved: it still has to be funded and staffed before it counts as a change in how things work.
For the Acceleration band to describe the decade, growth per person has to hold near 3.2% a year. This country has reached that rate before — its best year in the window was 5.1% — but has not sustained it across the 15-year record the band is drawn from.

What the growth model cannot see · Egypt

Sovereign debt & fiscal distress

Binding constraint — This, not the growth model, is the operative question.

Central government debt was 86% of GDP in 2007, against revenue of 21%. At this ratio debt service competes directly with schools, clinics and salaries, and refinancing terms — set abroad — become a domestic policy constraint.

Why the band cannot contain it

A default is a discontinuity. Trailing variance cannot contain an event that has not yet occurred, and debt service crowds out the spending that produces future growth long before any default.

What would invalidate the modelled band

A missed sovereign payment, a disorderly restructuring, or loss of market access. None of these appear in a trailing growth average until after the fact.

Assessed in words and deliberately not converted into a probability. This platform does not publish likelihoods it cannot derive from evidence.

AI evidence state · Egypt

8 of 20 dimensions rest on a document or a measurement

2 dimensions have not been examined at all — which is a statement about this platform's research, not about Egypt. There is no readiness score here: ranking countries by a weighted sum of twenty evidence states would manufacture a number nobody measured.

4 Measured A published measurement exists for this country and has been read.

4 Documented A policy, law, contract or programme document exists. No measurement of its effect has been found.

5 Inferred Assessed from adjacent indicators. Nothing AI-specific was found for this country; the reading is circumstantial.

5 Not evident Searched, and nothing was found. Informative — but the absence of a published record is not proof that nothing exists.

2 Unexamined This platform has not looked. This is a statement about the research, not about the country.

Full brief for Egypt · Open in the atlas · Method · How to read the labels