0%Human

Librarians and Media Collections Specialists

56% Human

Administer and maintain libraries or collections of information, for public or private access through reference or borrowing. Work in a variety of settings, such as educational institutions, museums, and corporations, and with various types of informational materials, such as books, periodicals, recordings, films, and databases. Tasks may include acquiring, cataloging, and circulating library materials, and user services such as locating and organizing information, providing instruction on how to access information, and setting up and operating a library's media equipment.

Score estimated from occupation data. Task-level analysis in progress.

0

stays yours

0

you + AI

0

off your plate

Under the hood, every task is classified by our deterministic engine (see the methodology) and aggregated as HCI = ((OWN × 1.00 + GUARD × 0.70 + AMPLIFY × 0.45) / total) × 100 — the same mix shown above as three plain piles. Estimated from Generalized Work Activity data and Felten AIOE scores. Occupation baselines fold sign-off tasks (AI-capable, human accountability required) into the “you + AI” pile; your personalised analysis separates them with a “you sign off” chip.

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