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AI露出度

  • データ出典: BLS公表時点: 2026-08

    中程度· 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

    0.032

    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

    0.14

    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95%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
Maintain knowledge of, comply with, and enforce all institutional policies, rules, procedures, and regulations.

O*NET Task ID 9431

1.0
Complete administrative paperwork or supervise the preparation or maintenance of records, forms, or reports.

O*NET Task ID 9436

1.0
Set up employee work schedules.

O*NET Task ID 9443

1.0
Convey correctional officers' or inmates' complaints to superiors.

O*NET Task ID 9449

1.0
Conduct evaluations of employees' performance.

O*NET Task ID 21196

1.0
Develop work or security procedures.

O*NET Task ID 9442

0.5
Examine incoming or outgoing mail to ensure conformance with regulations.

O*NET Task ID 9448

0.5
Review offender information to identify issues that require special attention.

O*NET Task ID 20255

0.5
Take, receive, or check periodic inmate counts.

O*NET Task ID 9428

0.0
Maintain order, discipline, and security within assigned areas in accordance with relevant rules, regulations, policies, and laws.

O*NET Task ID 9429

0.0
Respond to emergencies, such as escapes.

O*NET Task ID 9430

0.0
Supervise and direct the work of correctional officers to ensure the safe custody, discipline, and welfare of inmates.

O*NET Task ID 9432

0.0
Restrain, secure, or control offenders, using chemical agents, firearms, or other weapons of force as necessary.

O*NET Task ID 9433

0.0
Supervise or perform searches of inmates or their quarters to locate contraband items.

O*NET Task ID 9434

0.0
Monitor behavior of subordinates to ensure alert, courteous, and professional behavior toward inmates, parolees, fellow employees, visitors, and the public.

O*NET Task ID 9435

0.0
Instruct employees or provide on-the-job training.

O*NET Task ID 9437

0.0
Conduct roll calls of correctional officers.

O*NET Task ID 9438

0.0
Supervise activities, such as searches, shakedowns, riot control, or institutional tours.

O*NET Task ID 9439

0.0
Carry injured offenders or employees to safety and provide emergency first aid when necessary.

O*NET Task ID 9440

0.0
Supervise or provide security for offenders performing tasks, such as construction, maintenance, laundry, food service, or other industrial or agricultural operations.

O*NET Task ID 9441

0.0
Resolve problems between inmates.

O*NET Task ID 9444

0.0
Rate behavior of inmates, promoting acceptable attitudes and behaviors to those with low ratings.

O*NET Task ID 9446

0.0
Transfer or transport offenders on foot or by driving vehicles, such as trailers, vans, or buses.

O*NET Task ID 9447

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