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🚨 AI could disrupt 40% of jobs worldwide. Is yours one of them?

financeguy · 12 Oct 2026

Stamp ID
STAMP-2026-1012-Y2WUUDFE
Content hash
36d759ca1fd3b3d834795128800f49895a6ce823869e37e4c54d3c68175292d3

Recorded on Base using canonicalization v2.

Check it yourself

Every number on this page came from Vitahash. Copy the article's exact text below and check it against the hash above, using any SHA-256 tool.

{"abstract":null,"agreement":false,"authors":[{"identity":"financeguy","position":1,"role":"solo","weight":1.0000}],"body":{"content":[{"content":[{"text":"The IMF warns AI could reshape the global workforce, transforming jobs and widening …

Copy this text, paste it into any SHA-256 tool, and compare the result with the hash shown above. If the two match, this is exactly what Vitahash recorded.

For a technical reader: the terminal route

  1. 1. Hash the article yourself

    This downloads the exact text Vitahash hashed, in the exact form it hashed it, and hashes it again on your machine. Nothing Vitahash wrote runs here.

    curl -s "https://api.vitahash.org/api/verify/STAMP-2026-1012-Y2WUUDFE/canonical" | shasum -a 256

    Should print 36d759ca1fd3b3d834795128800f49895a6ce823869e37e4c54d3c68175292d3

The rules these commands follow are written down in full, so anyone can reimplement them.

Read the specification