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AI露出度

  • データ出典: BLS公表時点: 2026-08

    低い· 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

    0.000

    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

    0.23

    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80%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
Record orders for changes in ship speed or direction, and note gauge readings or test data, such as revolutions per minute or voltage output, in engineering logs or bellbooks.

O*NET Task ID 14555

1.0
Maintain complete records of engineering department activities, including machine operations.

O*NET Task ID 14557

1.0
Order and receive engine room stores, such as oil or spare parts, maintain inventories, and record usage of supplies.

O*NET Task ID 14565

0.5
Act as a liaison between a ship's captain and shore personnel to ensure that schedules and budgets are maintained and that the ship is operated safely and efficiently.

O*NET Task ID 14566

0.5
Monitor the availability, use, or condition of lifesaving equipment or pollution preventatives to ensure that international regulations are followed.

O*NET Task ID 14552

0.0
Monitor engine, machinery, or equipment indicators when vessels are underway, and report abnormalities to appropriate shipboard staff.

O*NET Task ID 14553

0.0
Maintain electrical power, heating, ventilation, refrigeration, water, or sewerage systems.

O*NET Task ID 14554

0.0
Perform or participate in emergency drills, as required.

O*NET Task ID 14556

0.0
Start engines to propel ships, and regulate engines and power transmissions to control speeds of ships, according to directions from captains or bridge computers.

O*NET Task ID 14558

0.0
Monitor and test operations of engines or other equipment so that malfunctions and their causes can be identified.

O*NET Task ID 14559

0.0
Maintain or repair engines, electric motors, pumps, winches, or other mechanical or electrical equipment, or assist other crew members with maintenance or repair duties.

O*NET Task ID 14560

0.0
Perform general marine vessel maintenance or repair work, such as repairing leaks, finishing interiors, refueling, or maintaining decks.

O*NET Task ID 14561

0.0
Operate or maintain off-loading liquid pumps or valves.

O*NET Task ID 14562

0.0
Clean engine parts and keep engine rooms clean.

O*NET Task ID 14563

0.0
Supervise marine engine technicians engaged in the maintenance or repair of mechanical or electrical marine vessels, and inspect their work to ensure that it is performed properly.

O*NET Task ID 14564

0.0
Install engine controls, propeller shafts, or propellers.

O*NET Task ID 14567

0.0
Fabricate engine replacement parts, such as valves, stay rods, or bolts, using metalworking machinery.

O*NET Task ID 14568

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