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保護サービス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
- 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
- データ出典: ILO公表時点: 2025
0.20
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86%です。
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| Task | Claude.aiRaw / share % |
|---|---|
Maintain quality of pool water by testing chemical levels.33-9092 | 0.0036100.0 |
| Not observed on any surface — 14 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Rescue distressed persons, using rescue techniques and equipment. | —0 |
Contact emergency medical personnel in case of serious injury. | —0 |
Patrol or monitor recreational areas such as trails, slopes, and swimming areas, on foot, in vehicles, or from towers. | —0 |
Examine injured persons and administer first aid or cardiopulmonary resuscitation, if necessary, using training and medical supplies and equipment. | —0 |
Instruct participants in skiing, swimming, or other recreational activities and provide safety precaution information. | —0 |
Warn recreational participants of inclement weather, unsafe areas, or illegal conduct. | —0 |
Complete and maintain records of weather and beach conditions, emergency medical treatments performed, and other relevant incident information. | —0 |
Inspect recreational equipment, such as rope tows, T-bars, J-bars, and chair lifts, for safety hazards and damage or wear. | —0 |
Provide assistance with staff selection, training, and supervision. | —0 |
Inspect recreational facilities for cleanliness. | —0 |
Observe activities in assigned areas, using binoculars, to detect hazards, disturbances, or safety infractions. | —0 |
Provide assistance in the safe use of equipment, such as ski lifts. | —0 |
Operate underwater recovery units. | —0 |
Participate in recreational demonstrations to entertain resort guests. | —0 |
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.
| Task | βE1 + 0.5 × E2 |
|---|---|
Complete and maintain records of weather and beach conditions, emergency medical treatments performed, and other relevant incident information.O*NET Task ID 5045 | 1.0 |
Rescue distressed persons, using rescue techniques and equipment.O*NET Task ID 5039 | 0.0 |
Contact emergency medical personnel in case of serious injury.O*NET Task ID 5040 | 0.0 |
Patrol or monitor recreational areas, such as trails, slopes, or swimming areas, on foot, in vehicles, or from towers.O*NET Task ID 5041 | 0.0 |
Examine injured persons and administer first aid or cardiopulmonary resuscitation, if necessary, using training and medical supplies and equipment.O*NET Task ID 5042 | 0.0 |
Instruct participants in skiing, swimming, or other recreational activities and provide safety precaution information.O*NET Task ID 5043 | 0.0 |
Warn recreational participants of inclement weather, unsafe areas, or illegal conduct.O*NET Task ID 5044 | 0.0 |
Inspect recreational equipment, such as rope tows, T-bars, J-bars, or chair lifts, for safety hazards and damage or wear.O*NET Task ID 5046 | 0.0 |
Provide assistance with staff selection, training, and supervision.O*NET Task ID 5047 | 0.0 |
Inspect recreational facilities for cleanliness.O*NET Task ID 5048 | 0.0 |
Observe activities in assigned areas, using binoculars, to detect hazards, disturbances, or safety infractions.O*NET Task ID 5049 | 0.0 |
Provide assistance in the safe use of equipment, such as ski lifts.O*NET Task ID 5050 | 0.0 |
Operate underwater recovery units.O*NET Task ID 5051 | 0.0 |
Participate in recreational demonstrations to entertain resort guests.O*NET Task ID 5052 | 0.0 |
Maintain quality of pool water by testing chemical levels.O*NET Task ID 20129 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page