“Generative AI wants us to stop researching, or talking, or thinking, and eventually, it will come for your livelihood.”
Our reading:
Generative AI will eventually threaten people's livelihoods.
Assessment: Supported
What happened
Did the forecast come true?
Outcome: Supported
The evidence matches what they said.
Judged on a plain reading. They named no measure, so we used the reading a typical informed reader would take. It is spelled out under “How we judged it”.
Evidence up to . Checked .
Why
TechRadar's September 2, 2025 report describes Salesforce support staffing falling from about 9,000 to 5,000 as Agentforce took over work. [e1] Salesforce said it no longer needed to backfill support engineer roles and had redeployed hundreds of employees. [e1] This supports a threat to some paid roles, without establishing 4,000 layoffs or individual income losses. [e1] A May 2025 Danish study using late-2023 and 2024 adoption surveys found no significant earnings or recorded-hours effects in the 11 occupations studied. [e2]
Caveats
- The Salesforce evidence is reporting containing employer statements, not an independent causal audit or personnel record.
- The report does not establish how many affected workers became unemployed or lost income.
- The evidence does not establish economy-wide net job losses or a threat to every reader's livelihood.
- The staffing changes are dated to 2025, without a precise completion date.
Evidence (2 items)
Supports the claim: TechRadar Pro,
thousands of jobs
Why it matters: The report describes support staffing falling from about 9,000 to 5,000 as Agentforce took over work. Salesforce's response says roles no longer needed backfilling and hundreds of employees were redeployed, establishing reduced demand for these paid roles without establishing 4,000 layoffs.
- Publisher
- TechRadar Pro
- Kind of source
- News report
- About events on
- Published
Context only: National Bureau of Economic Research,
Our findings challenge narratives
Why it matters: This Danish study found no significant effects on earnings or recorded hours in the occupations studied. It limits claims of broad realized income damage, but does not negate a documented threat to particular paid roles elsewhere.
- Publisher
- National Bureau of Economic Research
- Kind of source
- Preprint, not peer reviewed
- About events on
- Published
How we judged it
- Kind of claim
- Forecast
- Deadline
- “eventually”
Where we had to interpret
- I assess the normalized livelihood forecast, not the preceding personification about what AI wants.
- The ordinary reading is that generative AI will threaten some people's paid work, rather than eliminate every reader's employment.
- Documented removal or nonreplacement of paid roles because generative AI performs their work establishes a threat. Economy-wide net job losses are not required.
- The decisive event must occur after publication.
Right if: Documented post-publication displacement of paid human work, removal of paid roles, or material earnings losses attributable to generative AI.
Wrong if: Decisive evidence ruling out the predicted threat to paid work generally. Employment growth or successful redeployment in particular settings cannot alone contradict an indefinite forecast about a threat to some workers.
We wrote this test after the outcome was known.
We found 28 claims in this post. See them all.
Full record
Source and dates
Where's Your Ed At, The Shareholder Supremacy, paragraph 113.
- Said
- We read the source
- live page, full text, public
- Evidence up to
- Checked
We read this wording on 2026-10-28. The post may have been edited after 2024-07-01.
Where it was said (1)
Said once in the posts we read.
: Where's Your Ed At, The Shareholder Supremacy
Generative AI wants us to stop researching, or talking, or thinking, and eventually, it will come for your livelihood.
- Where
- paragraph 113
- Published
- 2024-07-01
- We read it
- , live page
- Access
- full text, public
History
Versions
- Current: Supported. Evidence up to 2026-10-28.
What happened to this record
PublishedBy us
Published after both AI reviews and the final check passed.
Held backBy us
The final check failed: a cited source didn’t say what the write-up said.