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AI露出度

  • データ出典: BLS公表時点: '26.08

    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: '26.03

    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: '25

    0.18

    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90%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
Assess fires and situations and report conditions to superiors to receive instructions, using two-way radios.

O*NET Task ID 22963

1.0
Maintain contact with fire dispatchers at all times to notify them of the need for additional firefighters and supplies, or to detail any difficulties encountered.

O*NET Task ID 22971

1.0
Prepare written reports that detail specifics of fire incidents.

O*NET Task ID 22977

1.0
Inspect fire sites after flames have been extinguished to ensure that there is no further danger.

O*NET Task ID 22968

0.5
Inform and educate the public on fire prevention.

O*NET Task ID 22980

0.5
Rescue victims from burning buildings, accident sites, and water hazards.

O*NET Task ID 22961

0.0
Dress with equipment such as fire-resistant clothing and breathing apparatus.

O*NET Task ID 22962

0.0
Move toward the source of a fire, using knowledge of types of fires, construction design, building materials, and physical layout of properties.

O*NET Task ID 22964

0.0
Respond to fire alarms and other calls for assistance, such as automobile and industrial accidents.

O*NET Task ID 22965

0.0
Create openings in buildings for ventilation or entrance, using axes, chisels, crowbars, electric saws, or core cutters.

O*NET Task ID 22966

0.0
Drive and operate fire fighting vehicles and equipment.

O*NET Task ID 22967

0.0
Position and climb ladders to gain access to upper levels of buildings, or to rescue individuals from burning structures.

O*NET Task ID 22969

0.0
Select and attach hose nozzles, depending on fire type, and direct streams of water or chemicals onto fires.

O*NET Task ID 22970

0.0
Collaborate with other firefighters as a member of a firefighting crew.

O*NET Task ID 22972

0.0
Patrol burned areas after fires to locate and eliminate hot spots that may restart fires.

O*NET Task ID 22973

0.0
Collaborate with police to respond to accidents, disasters, and arson investigation calls.

O*NET Task ID 22974

0.0
Participate in fire drills and demonstrations of fire fighting techniques.

O*NET Task ID 22975

0.0
Maintain knowledge of current firefighting practices by participating in drills and by attending seminars, conventions, and conferences.

O*NET Task ID 22976

0.0
Participate in physical training activities to maintain a high level of physical fitness.

O*NET Task ID 22978

0.0
Protect property from water and smoke, using waterproof salvage covers, smoke ejectors, and deodorants.

O*NET Task ID 22979

0.0
Salvage property by removing broken glass, pumping out water, and ventilating buildings to remove smoke.

O*NET Task ID 22981

0.0
Orient self in relation to fire, using compass and map, and collect supplies and equipment dropped by parachute.

O*NET Task ID 22982

0.0
Clean and maintain fire stations and fire fighting equipment and apparatus.

O*NET Task ID 22983

0.0
Inspect buildings for fire hazards and compliance with fire prevention ordinances, testing and checking smoke alarms and fire suppression equipment as necessary.

O*NET Task ID 22984

0.0
Take action to contain any hazardous chemicals that could catch fire, leak, or spill.

O*NET Task ID 22985

0.0
Extinguish flames and embers to suppress fires, using shovels or engine- or hand-driven water or chemical pumps.

O*NET Task ID 22986

0.0
Administer first aid and cardiopulmonary resuscitation to injured persons or provide emergency medical care such as basic or advanced life support.

O*NET Task ID 22987

0.0
Operate pumps connected to high-pressure hoses.

O*NET Task ID 22988

0.0
Search to locate fire victims.

O*NET Task ID 22989

0.0
Train new employees to control and suppress fires.

O*NET Task ID 22990

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

Occupation information