BLS projects AI will eliminate over 752,100 office and administrative jobs by 2035
Concluded·Day 6·first covered 27 Aug 2026·9 sources·updated 1 Sep 2026
Gates' AI jobs and labor tax proposal
The gist
Gates warns AI will destroy jobs, proposes token tax and reserved roles
Gates's proposals for a token tax, robot tax, and Human Reserved job category put concrete labor-protection mechanisms into public debate at a time when no comparable policy frameworks exist. His assessment that geopolitical competition makes any global slowdown effectively impossible, combined with warnings of permanent job destruction, frames an unresolved governance gap around AI's economic effects.
The full picture
Gates published a roughly 6,000-word essay arguing AI will permanently destroy more jobs than it creates, with permanent displacement rather than temporary unemployment affecting entry- and mid-level roles in software, sales, healthcare, legal, and finance, and robots potentially threatening construction and hospitality by 2030. To address this, he proposed taxing AI tokens and robots to slow automation and fund worker retraining, and a Human Reserved category with a ceiling of 40% of jobs set aside exclusively for humans, citing childcare and jury duty as examples. He argues AI's fast adoption, enabled by existing devices, natural language interfaces, and human-generated training data, bypasses the gradual infrastructure and retraining cycles of past technology transitions. Gates sees no adequate plan from leaders or communities to manage the shift and called for new global governance modeled on nuclear and aviation regulation, including seeking a meeting with Xi Jinping to propose mandatory monitoring for AI models capable of designing novel biological molecules. He does not call for a pause on AI development.
How it developed
Import AI on August 31 covered Gates's August 26 essay warning of permanent job destruction, adding that AI-created jobs will mostly require skills that take years to learn, concentrating displacement on entry- and mid-level workers.
The coverage also quoted Gates stating he sees no adequate plan from leaders to manage the transition and framed the policy choice as determining whether AI proves an equalizer or a source of injustice.
First citedImport AI
California legislators reintroduced SB 947 on August 28, requiring human sign-off before AI can fire or discipline workers; Governor Newsom had vetoed an earlier version.
The bill gained illustration from an AI agent named Luna at a San Francisco store that recommended terminating an employee under an attendance policy Luna herself had written and then forgotten. The reintroduction adds a legislative track alongside Gates's essay arguing AI will be a net jobs destroyer and proposing a token tax to fund worker protections.
Goldman Sachs found this week that AI is already having a measurable negative effect on employment in developed economies, with call centers, software publishing, consulting, advertising, and entry-level work showing the clearest impact, corroborating a Gates essay published in late August arguing AI will cause permanent, not temporary, job displacement across sales, software engineering, finance, and healthcare.
Gates also proposed taxing AI tokens and robots to correct a tax asymmetry that incentivizes replacing human workers with machines, and set a ceiling of 40% for 'Human Reserved' jobs.
Gates stated AI will be a net jobs destroyer and dismissed those who disagree
Goldman Sachs partner Chris Churchman warns AI risks cognitive atrophy in junior bankers
California legislators reintroduce SB 947, requiring human sign-off before AI fires or disciplines workers
Goldman Sachs data reported showing AI already negatively affecting employment in developed economies
Agent-only Runescape server observation: free AI labor collapses commodity value for non-scarce goods
Sources
Rohan Paul Twitter
Semafor Technology
- Bill Gates warns AI will be a net jobs destroyer
4 more sources
seattletimes.com
The daily email
Want this in your inbox?
I send one email each morning with the stories that moved. If you would rather just read here, that works too.
Subscribe free