VERIFICATION & SOURCES

The book's claims should be checkable too.

The manuscript was subjected to a publication-focused claims audit. Material factual claims were traced, wherever possible, to primary studies, official records, company statements, statutes, court-related databases, or authoritative reporting.

Claims audit

A chapter-by-chapter audit focused on numerical claims, study interpretation, chronology, causal language, legal and policy status, security incidents and attribution.

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Claims ledger

A compact ledger of major corrections and publication-sensitive claims used during the final audit.

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What verification does—and does not—mean

Verification is not a guarantee that every statement can never become outdated or disputed. Several subjects in this book—AI adoption, employment effects, regulation, corporate policy and model performance—move quickly. The final manuscript narrows claims to what the cited evidence supports and identifies observational evidence as observational rather than causal.

Fast-moving 2026 claims should be refreshed immediately before final publication.

Illustration program

Charts, diagrams, documentary-photo placements and rights status are tracked separately for production.

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Photo rights

Documentary images are tagged as public-domain, Creative Commons-cleared, or permission-required rather than assuming a news photograph is automatically reusable.

Photo rights ledger →