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A/KAI Kills What?

Live disruption radar

Updated 13 Oct 2026, 11:31 UTC

What is happening right now

Every event below is verified, classified and scored by our internal analysis pipeline, then mapped to the careers it affects. No raw feeds, no unvetted links - just the verdict.

Signals analyzed

943

Evidence points

149

Careers monitored

908

Automated tasks

14,444

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Disruption feed (30 events)

Our verdicts, newest first - with disruption scores and affected careers. Underlying research and data collection methods stay proprietary.

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  1. Occupation score change
    IMPACT 100

    registered nurse exposure decreased 23.0 points

    AI Exposure Score moved from a previous calculation to 7/100 under methodology v1.0. 0 evidence item(s) contributed.

    Verified signalConfidence:40 · lowVerified by AIKillsWhat
  2. Occupation score change
    IMPACT 100

    training specialist exposure decreased 27.0 points

    AI Exposure Score moved from a previous calculation to 18/100 under methodology v1.0. 1 evidence item(s) contributed.

    Verified signalConfidence:45 · lowVerified by AIKillsWhat
  3. Occupation score change
    IMPACT 100

    recruiter exposure decreased 25.0 points

    AI Exposure Score moved from a previous calculation to 32/100 under methodology v1.0. 3 evidence item(s) contributed.

    Verified signalConfidence:55 · lowVerified by AIKillsWhat
  4. Occupation score change
    IMPACT 30

    marketing copywriter exposure decreased 3.0 points

    AI Exposure Score moved from a previous calculation to 66/100 under methodology v1.0. 5 evidence item(s) contributed.

    Verified signalConfidence:65 · moderateVerified by AIKillsWhat
  5. Occupation score change
    IMPACT 100

    marketing manager exposure decreased 25.0 points

    AI Exposure Score moved from a previous calculation to 28/100 under methodology v1.0. 4 evidence item(s) contributed.

    Verified signalConfidence:60 · moderateVerified by AIKillsWhat
  6. Occupation score change
    IMPACT 100

    market research analyst exposure decreased 28.0 points

    AI Exposure Score moved from a previous calculation to 23/100 under methodology v1.0. 3 evidence item(s) contributed.

    Verified signalConfidence:55 · lowVerified by AIKillsWhat
  7. Occupation score change
    IMPACT 100

    financial analyst exposure decreased 32.0 points

    AI Exposure Score moved from a previous calculation to 27/100 under methodology v1.0. 4 evidence item(s) contributed.

    Verified signalConfidence:60 · moderateVerified by AIKillsWhat
  8. Occupation score change
    IMPACT 100

    accountant exposure decreased 32.0 points

    AI Exposure Score moved from a previous calculation to 21/100 under methodology v1.0. 4 evidence item(s) contributed.

    Verified signalConfidence:60 · moderateVerified by AIKillsWhat
  9. Occupation score change
    IMPACT 100

    lawyer exposure decreased 33.0 points

    AI Exposure Score moved from a previous calculation to 22/100 under methodology v1.0. 4 evidence item(s) contributed.

    Verified signalConfidence:60 · moderateVerified by AIKillsWhat
  10. Occupation score change
    IMPACT 100

    paralegal exposure decreased 38.0 points

    AI Exposure Score moved from a previous calculation to 30/100 under methodology v1.0. 6 evidence item(s) contributed.

    Verified signalConfidence:70 · moderateVerified by AIKillsWhat
  11. Occupation score change
    IMPACT 100

    medical transcriptionist exposure decreased 33.0 points

    AI Exposure Score moved from a previous calculation to 21/100 under methodology v1.0. 1 evidence item(s) contributed.

    Verified signalConfidence:45 · lowVerified by AIKillsWhat
  13. Occupation score change
    IMPACT 100

    bookkeeping clerk exposure decreased 27.0 points

    AI Exposure Score moved from a previous calculation to 33/100 under methodology v1.0. 3 evidence item(s) contributed.

    Verified signalConfidence:55 · lowVerified by AIKillsWhat
  14. Occupation score change
    IMPACT 100

    data entry keyer exposure decreased 31.0 points

    AI Exposure Score moved from a previous calculation to 29/100 under methodology v1.0. 4 evidence item(s) contributed.

    Verified signalConfidence:60 · moderateVerified by AIKillsWhat
  15. Occupation score change
    IMPACT 100

    call centre agent exposure decreased 26.0 points

    AI Exposure Score moved from a previous calculation to 41/100 under methodology v1.0. 2 evidence item(s) contributed.

    Verified signalConfidence:50 · lowVerified by AIKillsWhat
  16. Occupation score change
    IMPACT 100

    customer service representative exposure decreased 28.0 points

    AI Exposure Score moved from a previous calculation to 41/100 under methodology v1.0. 9 evidence item(s) contributed.

    Verified signalConfidence:85 · highVerified by AIKillsWhat
  17. Occupation score change
    IMPACT 100

    sound engineer exposure decreased 33.0 points

    AI Exposure Score moved from a previous calculation to 13/100 under methodology v1.0. 1 evidence item(s) contributed.

    Verified signalConfidence:45 · lowVerified by AIKillsWhat
  18. Occupation score change
    IMPACT 100

    video editor exposure decreased 32.0 points

    AI Exposure Score moved from a previous calculation to 17/100 under methodology v1.0. 5 evidence item(s) contributed.

    Verified signalConfidence:65 · moderateVerified by AIKillsWhat
  19. Occupation score change
    IMPACT 100

    photographer exposure decreased 34.0 points

    AI Exposure Score moved from a previous calculation to 20/100 under methodology v1.0. 2 evidence item(s) contributed.

    Verified signalConfidence:50 · lowVerified by AIKillsWhat
  20. Occupation score change
    IMPACT 100

    interpreter translator exposure decreased 33.0 points

    AI Exposure Score moved from a previous calculation to 26/100 under methodology v1.0. 2 evidence item(s) contributed.

    Verified signalConfidence:50 · lowVerified by AIKillsWhat
  21. Occupation score change
    IMPACT 100

    writer author exposure decreased 32.0 points

    AI Exposure Score moved from a previous calculation to 40/100 under methodology v1.0. 4 evidence item(s) contributed.

    Verified signalConfidence:60 · moderateVerified by AIKillsWhat
  22. Occupation score change
    IMPACT 100

    technical writer exposure decreased 30.0 points

    AI Exposure Score moved from a previous calculation to 35/100 under methodology v1.0. 2 evidence item(s) contributed.

    Verified signalConfidence:50 · lowVerified by AIKillsWhat
  23. Occupation score change
    IMPACT 100

    editor exposure decreased 33.0 points

    AI Exposure Score moved from a previous calculation to 31/100 under methodology v1.0. 2 evidence item(s) contributed.

    Verified signalConfidence:50 · lowVerified by AIKillsWhat
  24. Occupation score change
    IMPACT 90

    graphic illustrator exposure decreased 9.0 points

    AI Exposure Score moved from a previous calculation to 47/100 under methodology v1.0. 3 evidence item(s) contributed.

    Verified signalConfidence:55 · lowVerified by AIKillsWhat
  25. Occupation score change
    IMPACT 100

    graphic designer exposure decreased 26.0 points

    AI Exposure Score moved from a previous calculation to 29/100 under methodology v1.0. 4 evidence item(s) contributed.

    Verified signalConfidence:60 · moderateVerified by AIKillsWhat
  26. Occupation score change
    IMPACT 100

    database administrator exposure decreased 28.0 points

    AI Exposure Score moved from a previous calculation to 13/100 under methodology v1.0. 0 evidence item(s) contributed.

    Verified signalConfidence:40 · lowVerified by AIKillsWhat
  27. Occupation score change
    IMPACT 100

    data scientist exposure decreased 28.0 points

    AI Exposure Score moved from a previous calculation to 37/100 under methodology v1.0. 8 evidence item(s) contributed.

    Verified signalConfidence:80 · highVerified by AIKillsWhat
  28. Occupation score change
    IMPACT 100

    computer user support specialist exposure decreased 28.0 points

    AI Exposure Score moved from a previous calculation to 36/100 under methodology v1.0. 1 evidence item(s) contributed.

    Verified signalConfidence:45 · lowVerified by AIKillsWhat
  29. Occupation score change
    IMPACT 100

    web developer exposure decreased 26.0 points

    AI Exposure Score moved from a previous calculation to 35/100 under methodology v1.0. 4 evidence item(s) contributed.

    Verified signalConfidence:60 · moderateVerified by AIKillsWhat
  30. Occupation score change
    IMPACT 100

    computer programmer exposure decreased 26.0 points

    AI Exposure Score moved from a previous calculation to 22/100 under methodology v1.0. 3 evidence item(s) contributed.

    Verified signalConfidence:55 · lowVerified by AIKillsWhat
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The Live Disruption Radar streams continuously. Each entry shows our independent assessment - impact score, confidence and affected careers.