شرطة النقل
خدمات الحمايةالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
متوسط· نسبي
منخفضأربع فئات نسبيةمرتفع جدًاقيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
أربع فئات نسبية (منخفض / متوسط / مرتفع / مرتفع جدًا)
831 مهنة تفصيلية في جدول توقعات التوظيف لدى BLS. وتُسند القيمة على مستوى رمز مصفوفة التوظيف الوطنية (NEM)، فالمهن التي تشترك في الرمز نفسه تأخذ النطاق نفسه
- مصدر البيانات: Anthropicتاريخ النشر: 2026-03
0.000
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.14
0.09نطاق القيم المعروضة هنا0.70قيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
مؤشر التعرّض للذكاء الاصطناعي التوليدي، 0–1 كما نُشر
وحدة التصنيف ISCO-08 — تأخذ كل المهن ذات الرمز نفسه هذه القيمة
محسوب من قِبل هذا الموقع وليس منشورًا من منظمة العمل الدولية: من بين 1,012 مهنة يربطها هذا الموقع بمجموعة بيانات المنظمة، تبلغ نسبة التي تساوي هذه القيمة أو تتجاوزها 95%.
ما نوع القيمة التي ينشرها هذا المصدر
فئة BLS رتبة نسبية لا مستوى مطلق، وليست قياسًا مباشرًا: فهي تجمع الرتب المئينية للمهنة في عدة دراسات منشورة في أربع فئات. وهي ليست توقّعًا للتوظيف أو الأجور، ولا احتمالًا للتبني، ولا تفرّق بين الأتمتة والتعزيز.
Task-level exposure
المهام ذات التعرض فقط| Task | Claude.aiRaw / share % |
|---|---|
Plan or implement special safety or preventive programs, such as fire or accident prevention.33-3052 | 0.0022100.0 |
| Not observed on any surface — 10 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. | |
Patrol railroad yards, cars, stations, or other facilities to protect company property or shipments and to maintain order. | —0 |
Examine credentials of unauthorized persons attempting to enter secured areas. | —0 |
Apprehend or remove trespassers or thieves from railroad property or coordinate with law enforcement agencies in apprehensions and removals. | —0 |
Prepare reports documenting investigation activities and results. | —0 |
Investigate or direct investigations of freight theft, suspicious damage or loss of passengers' valuables, or other crimes on railroad property. | —0 |
Direct security activities at derailments, fires, floods, or strikes involving railroad property. | —0 |
Direct or coordinate the daily activities or training of security staff. | —0 |
Interview neighbors, associates, or former employers of job applicants to verify personal references or to obtain work history data. | —0 |
Record and verify seal numbers from boxcars containing frequently pilfered items, such as cigarettes or liquor, to detect tampering. | —0 |
Seal empty boxcars by twisting nails in door hasps, using nail twisters. | —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 |
|---|---|
Prepare reports documenting investigation activities and results.O*NET Task ID 9478 | 1.0 |
Examine credentials of unauthorized persons attempting to enter secured areas.O*NET Task ID 9476 | 0.5 |
Investigate or direct investigations of freight theft, suspicious damage or loss of passengers' valuables, or other crimes on railroad property.O*NET Task ID 9479 | 0.5 |
Interview neighbors, associates, or former employers of job applicants to verify personal references or to obtain work history data.O*NET Task ID 9482 | 0.5 |
Record and verify seal numbers from boxcars containing frequently pilfered items, such as cigarettes or liquor, to detect tampering.O*NET Task ID 9483 | 0.5 |
Plan or implement special safety or preventive programs, such as fire or accident prevention.O*NET Task ID 9484 | 0.5 |
Patrol railroad yards, cars, stations, or other facilities to protect company property or shipments and to maintain order.O*NET Task ID 9475 | 0.0 |
Apprehend or remove trespassers or thieves from railroad property or coordinate with law enforcement agencies in apprehensions and removals.O*NET Task ID 9477 | 0.0 |
Direct security activities at derailments, fires, floods, or strikes involving railroad property.O*NET Task ID 9480 | 0.0 |
Direct or coordinate the daily activities or training of security staff.O*NET Task ID 9481 | 0.0 |
Seal empty boxcars by twisting nails in door hasps, using nail twisters.O*NET Task ID 9485 | 0.0 |
Monitor transit areas and conduct security checks to protect railroad properties, patrons, and employees.O*NET Task ID 21002 | 0.0 |
Enforce traffic laws regarding the transit system and reprimand individuals who violate them.O*NET Task ID 21003 | 0.0 |
Provide training to the public or law enforcement personnel in railroad safety or security.O*NET Task ID 21004 | 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