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THE SOURCE ROOM

Sources and
references

A short reading list with the qualifications left in.
Research, reporting and opinion do different jobs.

7 sources
PERSPECTIVE2024

AI Fear

Fear AI

An early illustrated post. A perspective on our relationship with AI, rather than a measurement of its effects.

RESEARCH2026

International Energy Agency

Key Questions on Energy and AI

Separate historical estimates from scenarios, and all data-center electricity from AI-focused facilities. See Figure 1.5, pp.25–26.

RESEARCH2024

MIT researchers

Beyond AI Exposure

Svanberg and coauthors model the cost of automating computer-vision tasks. Under their assumptions, economically automatable tasks account for 23% of compensation for vision tasks (abstract, p. 1). The MIT–IBM Watson AI Lab funded the study.

SURVEY & REPORTING2023

The Verge / Vox Media

Hope, fear, and AI

An early public-attitudes survey and reported feature. Read it as a historical snapshot, not today’s view of every AI system.

PERSPECTIVE2025

Rex Woodbury / Digital Native

How to Productize AI Anxiety

Investor commentary on anxiety, incentives and product positioning. The commercial perspective is part of the context.

PERSPECTIVE2026

Ed Lyons

Software, in a Time of Fear

A first-person perspective on software practice. Personal experience can illuminate a question without establishing an economy-wide result.

EMPLOYER FORECASTS2025

World Economic Forum

The Future of Jobs Report

Employer expectations and scenarios. Keep expected task and skill changes distinct from observed employment outcomes.

HOW WE READ

Evaluating
sources

Attach a source to the particular fact it supports. Preserve the document name, date, population, unit and page or table. Say when a result is an estimate, a forecast, an opinion or an observation.

Authority is claim-specific. A company can know its operations and have an interest in presenting them favorably. A study can be methodical and still have limited coverage. More headlines do not necessarily mean more independent evidence.