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Evidence-based guidance for the AI economy.

SignalProofReportSeparate hype from truth

Research Desk About

SignalProofReport

A source-backed AI economy publication and career survival guide. We help workers, creatives, and career changers understand what AI is really changing — with evidence, not hype.

Explore

Articles
Truth Reports
AI Economy
Career Survival
Income Ideas
AI Philosophy & Society
Latest AI Technology
Research Desk
About
Disclosures
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Account
RSS Feed

Evidence-based guidance for the AI economy.

SignalProofReportSeparate hype from truth

Research Desk About

SignalProofReport

A source-backed AI economy publication and career survival guide. We help workers, creatives, and career changers understand what AI is really changing — with evidence, not hype.

Explore

Articles
Truth Reports
AI Economy
Career Survival
Income Ideas
AI Philosophy & Society
Latest AI Technology
Research Desk
About
Disclosures
Membership
Account
RSS Feed

Evidence-based guidance for the AI economy.

Truth Reports | SignalProofReport

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Truth Reports

Premium source-backed reports with full Truth Scale breakdowns.

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Truth ReportPreview1 min read

AI and Job Loss: What the Data Actually Shows

A source-backed look at automation, hiring, and near-term disruption.

AI is reshaping tasks faster than it is eliminating entire occupations, but specific entry-level and repeatable knowledge-work roles face meaningful near-term disruption.

Truth Scale

Strong Signal

May 24, 2026