{"version":"2026-10-19.observations.2","checkedAt":"2026-10-19","series":{"id":"census-finance","group":"use","title":"美国金融与保险业：自报AI采用","question":"过去两周是否使用AI的企业比例如何变化？","unit":"企业自报采用 %","denominator":"该美国行业/全国非农雇主企业的加权调查估计；不是雇员或任务数","protocol":"National/NAICS2，answer=Yes；any business functions题干；period96排除","scope":"2025-12至2026-10的21期公布+1题干断点；2026-07-27样本更新","summary":"这份固定序列从截至2025-12-14的29.4%到截至2026-10-04的40.1%。这表示企业自报使用的变化，不是使用深度、任务质量或净收益；题干与样本变化另行标明。","nextAction":"作为采用环境背景；企业所属行业并不等于岗位或具体任务，团队应另留真实任务记录。","rows":[{"id":"obs-0319","label":"美国金融与保险业","value":29.4,"rawValue":"29.4","period":"2025-12-14","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/89/data；period=89；NAICS2=52；answer=Yes","notes":"观察2025-12-01至2025-12-14；标准误2.09个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0320","label":"美国金融与保险业","value":30.5,"rawValue":"30.5","period":"2025-12-28","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/90/data；period=90；NAICS2=52；answer=Yes","notes":"观察2025-12-15至2025-12-28；标准误2.06个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0321","label":"美国金融与保险业","value":30.7,"rawValue":"30.7","period":"2026-01-11","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/91/data；period=91；NAICS2=52；answer=Yes","notes":"观察2025-12-29至2026-01-11；标准误1.9个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0322","label":"美国金融与保险业","value":30.3,"rawValue":"30.3","period":"2026-01-25","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/92/data；period=92；NAICS2=52；answer=Yes","notes":"观察2026-01-12至2026-01-25；标准误2.24个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0323","label":"美国金融与保险业","value":31.7,"rawValue":"31.7","period":"2026-02-08","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/93/data；period=93；NAICS2=52；answer=Yes","notes":"观察2026-01-26至2026-02-08；标准误1.81个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0324","label":"美国金融与保险业","value":30.4,"rawValue":"30.4","period":"2026-02-22","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/94/data；period=94；NAICS2=52；answer=Yes","notes":"观察2026-02-09至2026-02-22；标准误1.4个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0325","label":"美国金融与保险业","value":29.6,"rawValue":"29.6","period":"2026-03-08","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/95/data；period=95；NAICS2=52；answer=Yes","notes":"观察2026-02-23至2026-03-08；标准误1.72个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0340","label":"API题干异常，保留断点","value":null,"rawValue":null,"period":"2026-03-22","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/96/data","notes":"period96 API返回in producing goods or services旧题干，与相邻any business functions不同；原因未核实，排除该期，不跨断点连线","valueStatus":"question_break","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0326","label":"美国金融与保险业","value":34.1,"rawValue":"34.1","period":"2026-04-05","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/97/data；period=97；NAICS2=52；answer=Yes","notes":"观察2026-03-23至2026-04-05；标准误2.51个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0327","label":"美国金融与保险业","value":33,"rawValue":"33","period":"2026-04-19","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/98/data；period=98；NAICS2=52；answer=Yes","notes":"观察2026-04-06至2026-04-19；标准误1.6个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0328","label":"美国金融与保险业","value":33.9,"rawValue":"33.9","period":"2026-05-03","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/99/data；period=99；NAICS2=52；answer=Yes","notes":"观察2026-04-20至2026-05-03；标准误1.34个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0329","label":"美国金融与保险业","value":31.3,"rawValue":"31.3","period":"2026-05-17","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/100/data；period=100；NAICS2=52；answer=Yes","notes":"观察2026-05-04至2026-05-17；标准误1.45个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0330","label":"美国金融与保险业","value":35.7,"rawValue":"35.7","period":"2026-05-31","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/101/data；period=101；NAICS2=52；answer=Yes","notes":"观察2026-05-18至2026-05-31；标准误1.23个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0331","label":"美国金融与保险业","value":34.9,"rawValue":"34.9","period":"2026-06-14","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/102/data；period=102；NAICS2=52；answer=Yes","notes":"观察2026-06-01至2026-06-14；标准误1.37个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0332","label":"美国金融与保险业","value":34.3,"rawValue":"34.3","period":"2026-06-28","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/103/data；period=103；NAICS2=52；answer=Yes","notes":"观察2026-06-15至2026-06-28；标准误2.07个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0333","label":"美国金融与保险业","value":36,"rawValue":"36","period":"2026-07-12","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/104/data；period=104；NAICS2=52；answer=Yes","notes":"观察2026-06-29至2026-07-12；标准误1.95个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0334","label":"美国金融与保险业","value":35.5,"rawValue":"35.5","period":"2026-07-26","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/105/data；period=105；NAICS2=52；answer=Yes","notes":"观察2026-07-13至2026-07-26；标准误2.21个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0335","label":"美国金融与保险业","value":36.8,"rawValue":"36.8","period":"2026-08-09","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/106/data；period=106；NAICS2=52；answer=Yes","notes":"观察2026-07-27至2026-08-09；标准误1.6个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0336","label":"美国金融与保险业","value":40,"rawValue":"40","period":"2026-08-23","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/107/data；period=107；NAICS2=52；answer=Yes","notes":"观察2026-08-10至2026-08-23；标准误1.23个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0337","label":"美国金融与保险业","value":36.5,"rawValue":"36.5","period":"2026-09-06","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/108/data；period=108；NAICS2=52；answer=Yes","notes":"观察2026-08-24至2026-09-06；标准误2.29个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0338","label":"美国金融与保险业","value":41,"rawValue":"41","period":"2026-09-20","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/109/data；period=109；NAICS2=52；answer=Yes","notes":"观察2026-09-07至2026-09-20；标准误1.52个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null},{"id":"obs-0339","label":"美国金融与保险业","value":40.1,"rawValue":"40.1","period":"2026-10-04","modelDate":null,"modelVersion":null,"n":null,"ci":null,"cost":null,"locator":"https://www.census.gov/hfp/btos/api/periods/110/data；period=110；NAICS2=52；answer=Yes","notes":"观察2026-09-21至2026-10-04；标准误1.86个百分点；原题：过去两周在任一业务职能使用AI","valueStatus":"reported","sourceId":"O-CENSUS","actualCoverage":null,"runAt":null,"scorePublishedAt":null,"toolBudget":null}],"sourceIds":["O-CENSUS"],"xKind":"period","connect":true,"readingIds":["reading-use"],"taskId":null,"boundaryTasks":["F01"],"actualCoverage":null,"evidenceStatus":"active"},"sources":[{"id":"O-CENSUS","title":"美国Census BTOS AI使用调查","url":"https://www.census.gov/hfp/btos/api/periods","version":"固定period89–110；96题干断点不纳入","locator":"period/{id}/data；National或NAICS2；answer=Yes","scope":"美国非农雇主企业抽样调查，是否过去两周在任一业务职能使用AI；相邻期并非同一批企业；六组双周轮换样本每12周复访，年度样本更新","license":"美国联邦公开统计；只整理少量公布估计并链接原始端点","limit":"企业自报采用；不是员工/任务采用或生产率。2026-07-27样本更新，跨期人群不固定","publishedAt":null,"readAt":"2026-10-15","collectedAt":"2026-10-14","status":"active","nextReview":"2027-01-13","methods":[],"family":"O-CENSUS"}],"temporalRule":"观察期可画同来源趋势；模型发布日只展开当前横截面，未知运行/首次公开日不补。使用份额/企业采用/测试分不互换，不据此生成职业AI化比例。","actualCoverage":null}