CognitiveAristocracy
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Overview / Rankings / Industries / Education
Industry report · generated from Education's indicators

Education — full AI read

Education (Public) ranks #30/50 on the Industry Transformation Index (56.6). AI tends to automate 20%, augment 52% and leave 28% human.

Sector
Public
US employment
13.8M
Gross value added
$1,400bn
Work split
20% automate · 52% augment · 28% human

Dimension read

DimensionValueStandingWhat a high vs low value means — and where Education sits
ITI Transformation (ITI)56.6Moderate · #30/50Mid-pack. High would mean AI is reshaping this sector fast — major disruption and opportunity; low would mean AI is reshaping it slowly — more stable, less near-term upheaval.
▲ high: AI is reshaping this sector fast — major disruption and opportunity  ·  ▼ low: AI is reshaping it slowly — more stable, less near-term upheaval
AI exposure AI exposure68.0Moderate · #21/50Mid-pack. High would mean most of its work is exposed to current AI; low would mean its work is largely outside current AI's reach.
▲ high: most of its work is exposed to current AI  ·  ▼ low: its work is largely outside current AI's reach
AI adoption AI adoption42.0Developing · #43/50Low here — AI is barely adopted yet — laggard or untapped headroom.
▲ high: AI is already widely used across the sector  ·  ▼ low: AI is barely adopted yet — laggard or untapped headroom
Productivity uplift Productivity uplift54.0Developing · #36/50Low here — limited AI productivity upside.
▲ high: large near-term AI productivity gains are available  ·  ▼ low: limited AI productivity upside
Growth outlook Growth outlook62.0Moderate · #25/50Mid-pack. High would mean strong growth outlook in an AI economy; low would mean weak growth outlook.
▲ high: strong growth outlook in an AI economy  ·  ▼ low: weak growth outlook

Strengths

  • No standout dimension.

Risk factors

  • Relative weakness — AI adoption (42.0, Developing): AI is barely adopted yet — laggard or untapped headroom.
These are model outputs and scenarios, not forecasts of actual outcomes. This platform measures access to, utilization of, and leverage from cognitive infrastructure — not intelligence. No causality or certainty is claimed.