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AI露出度

  • データ出典: BLS公表時点: 2026-08

    高い· 相対

    低い4段階の相対区分非常に高い

    職業群単位の値

    尺度・母数・出典

    4段階の相対区分(低い / 中程度 / 高い / 非常に高い)

    BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります

    出典データセット(XLSX ファイルのダウンロード)

  • データ出典: Anthropic公表時点: 2026-03

    0.098

    0.000ここに掲載された値の範囲0.745
    尺度・母数・出典

    観測エクスポージャー指数、公開されたまま0–1

    O*NETタスクへの対応づけが基準

    出典データセット

  • データ出典: ILO公表時点: 2025

    0.46

    0.09ここに掲載された値の範囲0.70

    職業群単位の値

    尺度・母数・出典

    生成AI露出度指数、公開されたまま0–1

    ISCO-08の職業小分類単位 — 同じコードの職業はすべて同じ値

    当サイトの算出であり、ILOが公表した数値ではありません。当サイトがILOデータセットに結び付けた職業1,012件のうち、この値以上のものは24%です。

    出典データセット

この出典がどのような性格の値か

BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。

Task-level exposure

露出のある作業のみ

Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.

TaskβE1 + 0.5 × E2
Enter and update patrons' records on computers.

O*NET Task ID 2643

1.0
Maintain records of items received, stored, issued, and returned and file catalog cards according to system used.

O*NET Task ID 2650

1.0
Classify and catalog items according to content and purpose.

O*NET Task ID 2654

1.0
Send out notices and accept fine payments for lost or overdue books.

O*NET Task ID 2656

1.0
Prepare, store, and retrieve classification and catalog information, lecture notes, or other information related to stored documents, using computers.

O*NET Task ID 2658

1.0
Review records, such as microfilm and issue cards, to identify titles of overdue materials and delinquent borrowers.

O*NET Task ID 2661

1.0
Select substitute titles when requested materials are unavailable, following criteria such as age, education, and interests.

O*NET Task ID 2662

1.0
Perform clerical activities, such as answering phones, sorting mail, filing, typing, word processing, and photocopying and mailing out material.

O*NET Task ID 18770

1.0
Perform accounting and bookkeeping activities, such as invoicing, maintaining financial records, budgeting, and handling cash.

O*NET Task ID 18775

1.0
Prepare library statistics reports.

O*NET Task ID 18778

1.0
Sort books, publications, and other items according to established procedure and return them to shelves, files, or other designated storage areas.

O*NET Task ID 2645

0.0
Take action to deal with disruptive or problem patrons.

O*NET Task ID 2653

0.0
Operate and maintain audio-visual equipment.

O*NET Task ID 2660

0.0
Deliver and retrieve items to and from departments by hand or using push carts.

O*NET Task ID 2664

0.0
Place books in mailing containers, affix address labels, and secure containers with straps for mailing to blind library patrons.

O*NET Task ID 2666

0.0
Open and close library during specified hours and secure library equipment, such as computers and audio-visual equipment.

O*NET Task ID 18769

0.0
Maintain library equipment, such as photocopiers, scanners, and computers, and instruct patrons in proper use of such equipment.

O*NET Task ID 18772

0.0
Repair books using mending tape, paste, and brushes or prepare books to be sent to a bindery for repair.

O*NET Task ID 18776

0.0
Plan or participate in library events and programs, such as story time with children.

O*NET Task ID 21077

0.0

β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.

Data sources & licenses — O*NET®, Eloundou et al. (2023): see full notices on the Credits page

職業情報