How do I know if my chosen college major is actually going to be automated by artificial intelligence in the next decade
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I know if my chosen college major is actually going to be automated by artificial intelligence in the next decade
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
2025 research AI automation exposure occupations tasks college majors ILO OECD generative AI jobs report 2025 Google ↗
US Bureau Labor Statistics occupational outlook 2024 2034 projections AI automation tasks career education Google ↗
- Generative AI and Jobs: A Refined Global Index of Occupational Exposure · ilo.org
- Generative AI and jobs: A 2025 update · ilo.org
- Occupational Outlook Handbook · bls.gov
- Explore occupations and skills · onetonline.org
- Artificial intelligence, information technology, and employment, 2024–34 : The Economics Daily : U.S. Bureau of Labor Statistics · bls.gov
- Industry and occupational employment projections overview and highlights, 2024–34 : Monthly Labor Review : U.S. Bureau of Labor Statistics · bls.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 research AI automation exposure occupations tasks college majors ILO OECD generative AI jobs report 2025 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
US Bureau Labor Statistics occupational outlook 2024 2034 projections AI automation tasks career education OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |