Converging AI and Human Roles

The categories

MetaRoles files every post under one of 10 categories. Nine group roles by occupational family, loosely following the Standard Occupational Classification; Work & Evidence holds the data that cuts across them.

Healthcare

AI in clinical and care roles: radiologists, clinicians, nurses, pharmacists and care workers. AI scribes, FDA-cleared AI devices, and surgical and care robots.

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Tech & Engineering

AI in software, IT, security and data roles, and in mechanical, electrical, civil and chip-design engineering: coding agents, design and simulation AI.

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Business & Finance

AI in accounting, financial analysis, banking, insurance, HR, operations and management roles.

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Legal & Government

AI in legal and public-sector roles: lawyers, paralegals, judges and court staff, plus the government AI use case inventories.

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Sales & Service

AI in customer service, sales, marketing, retail and hospitality front-of-house roles.

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Creative & Media

AI in creative roles: designers, writers, journalists, translators, musicians, and video and game makers.

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Education & Science

AI in teaching, tutoring and research roles: AI tutors, AI lab assistants and self-driving labs.

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Factory & Warehouse

AI and robots in assembly, picking, packing, inspection and maintenance work: humanoids, cobots and mobile warehouse robots.

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Transport & Field

AI in driving, flying, delivery, farming, construction, mining and security-patrol roles: robotaxis, driverless trucks and field robots.

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Work & Evidence

The cross-cutting evidence: AI exposure indices, adoption surveys, labour data, AI-at-work regulation and skills trends.

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