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Macro Research & Context

Articles in the Macro Research & Context category. (Stub added by factory upload --register-categories — replace before the next site deploy.)

AI Job Displacement Statistics: Context and Caveats

Displacement statistics travel fast and lose their caveats. Here's how to cite them responsibly in a board setting.

Rovaryn Digital · August 26, 2026 · 7 min read

Macro Research & Context

AI's potential impact on US occupations tracks task composition, not job titles. Here's the O*NET-grounded view.

Rovaryn Digital · July 9, 2026 · 7 min read

Macro Research & Context

The future of work is being rewritten task by task. Here's a grounded, non-alarmist view for people leaders.

Rovaryn Digital · July 8, 2026 · 8 min read

Macro Research & Context

BCG and PwC frame AI's workforce effect differently. Here's how to read both without contradicting yourself in the boardroom.

Rovaryn Digital · July 7, 2026 · 7 min read

Macro Research & Context

The Anthropic Economic Index offers task-level usage signal. Here's what it shows and where company-specific analysis still has to take over.

Rovaryn Digital · July 6, 2026 · 7 min read

Macro Research & Context

The 2030 headline numbers disagree wildly because they measure different things. Here's how to read them without overclaiming.

Rovaryn Digital · July 5, 2026 · 9 min read

Macro Research & Context

Goldman's numbers make headlines and board slides — but they're macro estimates. Here's how to use them responsibly.

Rovaryn Digital · July 4, 2026 · 7 min read

Macro Research & Context

McKinsey's research sets board-level context — but it can't tell you about your 400-person firm. Here's how to use it and where it stops.

Rovaryn Digital · July 3, 2026 · 7 min read

Macro Research & Context

Some occupations show consistently higher exposure. Here's the pattern — and why your own role list still needs its own analysis.

Rovaryn Digital · July 2, 2026 · 9 min read