{"summary":{"total":658,"buckets":{"medium":658},"failure_kinds":{"none":658},"retryable":0,"content_depths":{"partial_text":658}},"items":[{"id":51157,"title":"中国把AI价格打下来了，中国开源大模型正在改变AI历史 - Sohu","url":"https://m.sohu.com/a/1057554841_121157270?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"Sohu","topic":"ai","date":"2026-08-01T06:37:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 294 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":294,"summary_length":221,"usable_text_length":294,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057554841_121157270%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":51143,"title":"从乡土情景学AI 华师大携手华为推出乡村科技教育课程包 - 上观新闻","url":"https://www.jfdaily.com/staticsg/res/html/web/newsDetail.html?id=1153870","source":"上观新闻","topic":"ai","date":"2026-08-01T05:04:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 56 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":56,"summary_length":271,"usable_text_length":56,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.jfdaily.com/staticsg/res/html/web/newsDetail.html%3Fid%3D1153870"},{"id":51121,"title":"Judge denies Musk, allows Minnesota AI nudification ban to take effect - Northern News Now","url":"https://www.northernnewsnow.com/video/2026/08/01/judge-denies-musk-allows-minnesota-ai-nudification-ban-take-effect/","source":"Northern News Now","topic":"ai","date":"2026-08-01T03:38:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 110 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":110,"summary_length":110,"usable_text_length":110,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.northernnewsnow.com/video/2026/08/01/judge-denies-musk-allows-minnesota-ai-nudification-ban-take-effect/"},{"id":51113,"title":"特斯拉豆包大模型演示视频发布，当前仅支持聊天 - k.sina.com.cn","url":"https://k.sina.com.cn/article_1644027280_m61fddd9003302g7ny.html?from=auto&subch=oauto","source":"k.sina.com.cn","topic":"ai","date":"2026-08-01T03:36:22+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 262 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":262,"summary_length":221,"usable_text_length":262,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_1644027280_m61fddd9003302g7ny.html%3Ffrom%3Dauto%26subch%3Doauto"},{"id":51099,"title":"国家发改委：我国人工智能自主创新步伐加快 - k.sina.com.cn","url":"https://k.sina.com.cn/article_6145283913_m16e49974902002fnko.html","source":"k.sina.com.cn","topic":"ai","date":"2026-08-01T03:30:28+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 171 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":171,"summary_length":171,"usable_text_length":171,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//k.sina.com.cn/article_6145283913_m16e49974902002fnko.html"},{"id":51090,"title":"韩国出口激增，人工智能芯片需求推动增长 - Moomoo","url":"https://www.moomoo.com/hans/news/post/73932344/south-korea-exports-surge-as-ai-chip-demand-drives-growth","source":"Moomoo","topic":"ai","date":"2026-08-01T02:48:54+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 14 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":14,"summary_length":369,"usable_text_length":14,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.moomoo.com/hans/news/post/73932344/south-korea-exports-surge-as-ai-chip-demand-drives-growth"},{"id":51087,"title":"广东邮电职业技术学院人工智能学院赴平远县东石镇灵水村开展“三下乡”社会实践活动 - Sohu","url":"https://m.sohu.com/a/1057492517_100116740?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"Sohu","topic":"ai","date":"2026-08-01T01:43:19+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 290 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":290,"summary_length":221,"usable_text_length":290,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057492517_100116740%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":51063,"title":"特斯拉中国车机接入豆包大模型，千问也在内测 - Sohu","url":"https://m.sohu.com/a/1057454043_115362?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"Sohu","topic":"ai","date":"2026-08-01T01:35:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 28 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":28,"summary_length":327,"usable_text_length":28,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057454043_115362%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":51054,"title":"信息量密集！围绕人工智能 多部门最新部署 - Sohu","url":"https://m.sohu.com/a/1057447258_121620820?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"Sohu","topic":"ai","date":"2026-08-01T01:18:03+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 283 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":283,"summary_length":283,"usable_text_length":283,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057447258_121620820%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":51132,"title":"FDA panel backs unapproved peptides despite safety concerns - Drug Discovery News","url":"https://www.drugdiscoverynews.com/fda-panel-backs-unapproved-peptides-despite-safety-concerns-17408","source":"Drug Discovery News","topic":"peptides","date":"2026-08-01T01:06:08+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 157 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":157,"summary_length":87,"usable_text_length":157,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.drugdiscoverynews.com/fda-panel-backs-unapproved-peptides-despite-safety-concerns-17408"},{"id":51035,"title":"华尔街收高，亚马逊涨势带动人工智能股票上扬 - Moomoo","url":"https://www.moomoo.com/hans/news/post/73930329/wall-street-ends-higher-as-amazon-rally-lifts-ai-stocks","source":"Moomoo","topic":"ai","date":"2026-08-01T00:33:38+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 14 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":14,"summary_length":367,"usable_text_length":14,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.moomoo.com/hans/news/post/73930329/wall-street-ends-higher-as-amazon-rally-lifts-ai-stocks"},{"id":51029,"title":"信息量密集！围绕人工智能 多部门最新部署 - 央视网","url":"https://news.cctv.com/2026/08/01/ARTIiz5NKkmsqeju4a7u1n58260801.shtml","source":"央视网","topic":"ai","date":"2026-07-31T22:24:36+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 265 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":265,"summary_length":220,"usable_text_length":265,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//news.cctv.com/2026/08/01/ARTIiz5NKkmsqeju4a7u1n58260801.shtml"},{"id":50967,"title":"信息量密集！围绕人工智能 多部门最新部署 - Sohu","url":"https://m.sohu.com/a/1057403378_122014422?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"Sohu","topic":"ai","date":"2026-07-31T21:55:01+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 270 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":270,"summary_length":270,"usable_text_length":270,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057403378_122014422%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":51013,"title":"招商资管上证科创板人工智能指数发起C净值上涨5.75% - video.sina.com.cn","url":"https://video.sina.com.cn/p/finance/2026-08-01/detail-iniktyyt4171375.d.html","source":"video.sina.com.cn","topic":"ai","date":"2026-07-31T21:45:54+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 19 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":19,"summary_length":338,"usable_text_length":19,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//video.sina.com.cn/p/finance/2026-08-01/detail-iniktyyt4171375.d.html"},{"id":50991,"title":"兴业上证科创板人工智能指数A净值上涨5.74% - video.sina.com.cn","url":"https://video.sina.com.cn/p/finance/2026-08-01/detail-iniktyyt4168914.d.html","source":"video.sina.com.cn","topic":"ai","date":"2026-07-31T21:39:52+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 19 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":19,"summary_length":334,"usable_text_length":19,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//video.sina.com.cn/p/finance/2026-08-01/detail-iniktyyt4168914.d.html"},{"id":51015,"title":"国投瑞银上证科创板人工智能指数发起式A净值上涨5.70% - video.sina.com.cn","url":"https://video.sina.com.cn/p/finance/2026-08-01/detail-iniktyyt4169107.d.html","source":"video.sina.com.cn","topic":"ai","date":"2026-07-31T21:39:52+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 19 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":19,"summary_length":339,"usable_text_length":19,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//video.sina.com.cn/p/finance/2026-08-01/detail-iniktyyt4169107.d.html"},{"id":50924,"title":"Judge denies X.AI effort to halt ban on tech that depicts people nude without permission - MPR News","url":"https://www.mprnews.org/story/2026/07/31/judge-rejects-effort-by-elon-musks-company-to-block-minnesotas-new-ban-on-nude-ai-fakes","source":"MPR News","topic":"ai","date":"2026-07-31T20:14:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 255 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":255,"summary_length":105,"usable_text_length":255,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.mprnews.org/story/2026/07/31/judge-rejects-effort-by-elon-musks-company-to-block-minnesotas-new-ban-on-nude-ai-fakes"},{"id":50895,"title":"From Data Centers to Copper: AI Infrastructure Race Goes Deeper - JD Supra","url":"https://www.jdsupra.com/legalnews/from-data-centers-to-copper-ai-6207109/","source":"JD Supra","topic":"ai","date":"2026-07-31T19:59:33+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 157 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":157,"summary_length":87,"usable_text_length":157,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.jdsupra.com/legalnews/from-data-centers-to-copper-ai-6207109/"},{"id":50996,"title":"AI is only as reliable as its information, and some are learning this late - Federal News Network","url":"https://federalnewsnetwork.com/artificial-intelligence/2026/07/ai-is-only-as-reliable-as-its-information-and-some-are-learning-this-late/","source":"Federal News Network","topic":"ai","date":"2026-07-31T17:24:21+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 139 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":139,"summary_length":139,"usable_text_length":139,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//federalnewsnetwork.com/artificial-intelligence/2026/07/ai-is-only-as-reliable-as-its-information-and-some-are-learning-this-late/"},{"id":50855,"title":"国产大模型四连发|minimax|字节seedance|deepseek|华为|国产大模型|生产链路|推理成本_新浪新闻 - 手机新浪网","url":"https://www.sina.cn/news/detail/5326897728979092.html","source":"手机新浪网","topic":"ai","date":"2026-07-31T16:20:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 275 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":275,"summary_length":196,"usable_text_length":275,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.sina.cn/news/detail/5326897728979092.html"},{"id":50768,"title":"Space & Satellite Exchange 2026: Space Systems Command’s F Schnell, Capt. MD “Doc” Rana on creating trust, confidence in AI - Federal News Network","url":"https://federalnewsnetwork.com/space-operations/2026/07/space-satellite-exchange-2026-space-systems-commands-f-schnell-capt-md-doc-rana-on-creating-trust-confidence-in-ai/","source":"Federal News Network","topic":"ai","date":"2026-07-31T15:29:11+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 133 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":133,"summary_length":111,"usable_text_length":133,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//federalnewsnetwork.com/space-operations/2026/07/space-satellite-exchange-2026-space-systems-commands-f-schnell-capt-md-doc-rana-on-creating-trust-confidence-in-ai/"},{"id":50725,"title":"China, U.S. in artificial intelligence race shaping the economy & security - fox56.com","url":"https://fox56.com/news/nation-world/gallery/china-us-in-artificial-intelligence-race-shaping-the-economy-security-data-centers-netchoice-patrick-hedger","source":"fox56.com","topic":"ai","date":"2026-07-31T14:36:19+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 103 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":103,"summary_length":91,"usable_text_length":103,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//fox56.com/news/nation-world/gallery/china-us-in-artificial-intelligence-race-shaping-the-economy-security-data-centers-netchoice-patrick-hedger"},{"id":50746,"title":"国家发改委：将加快人工智能法立法进程 - 新浪财经","url":"https://finance.sina.cn/2026-07-31/detail-inikshrp4584157.d.html?vt=4","source":"新浪财经","topic":"ai","date":"2026-07-31T14:35:27+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 260 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":260,"summary_length":221,"usable_text_length":260,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//finance.sina.cn/2026-07-31/detail-inikshrp4584157.d.html%3Fvt%3D4"},{"id":50747,"title":"多国签署《关于成立世界人工智能合作组织的协定》-观察者网 - guancha.cn","url":"https://www.guancha.cn/industry-science/2026_07_31_825773.shtml","source":"guancha.cn","topic":"ai","date":"2026-07-31T14:25:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 264 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":264,"summary_length":220,"usable_text_length":264,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.guancha.cn/industry-science/2026_07_31_825773.shtml"},{"id":50685,"title":"10 AI Terms Every Employer Should Know - JD Supra","url":"https://www.jdsupra.com/legalnews/10-ai-terms-every-employer-should-know-6001180/","source":"JD Supra","topic":"ai","date":"2026-07-31T14:14:19+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 157 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":157,"summary_length":87,"usable_text_length":157,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.jdsupra.com/legalnews/10-ai-terms-every-employer-should-know-6001180/"},{"id":50932,"title":"跨国企业加速拥抱人工智能 深耕中国共享新机遇 - Sohu","url":"https://m.sohu.com/a/1057302259_267106?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"Sohu","topic":"ai","date":"2026-07-31T13:26:24+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 254 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":254,"summary_length":92,"usable_text_length":254,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057302259_267106%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":50698,"title":"欧盟8月2日起执行《人工智能法》相关规定 新增AI透明度要求 - 央视网","url":"https://news.cctv.com/2026/07/31/ARTItFt550LPTCOENGi4IQQA260731.shtml","source":"央视网","topic":"ai","date":"2026-07-31T12:41:20+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 280 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":280,"summary_length":219,"usable_text_length":280,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//news.cctv.com/2026/07/31/ARTItFt550LPTCOENGi4IQQA260731.shtml"},{"id":50630,"title":"【ETF龙虎榜】人工智能板块大涨，A股回升 - 东方财富","url":"https://finance.eastmoney.com/a/202607313828508479.html","source":"东方财富","topic":"ai","date":"2026-07-31T11:32:11+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 88 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":88,"summary_length":281,"usable_text_length":88,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//finance.eastmoney.com/a/202607313828508479.html"},{"id":50536,"title":"国家发改委：国产大模型下载破百亿 AI行业增速超30% - 新浪财经","url":"https://cj.sina.com.cn/articles/view/1887724290/m7084630203301khio?from=finance&","source":"新浪财经","topic":"ai","date":"2026-07-31T09:55:35+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 283 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":283,"summary_length":283,"usable_text_length":283,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//cj.sina.com.cn/articles/view/1887724290/m7084630203301khio%3Ffrom%3Dfinance%26"},{"id":50636,"title":"特斯拉引入豆包|特斯拉|豆包大模型|车载版本_新浪新闻 - 手机新浪网","url":"https://www.sina.cn/news/detail/5326799106212362.html","source":"手机新浪网","topic":"ai","date":"2026-07-31T09:48:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 129 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":129,"summary_length":129,"usable_text_length":129,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.sina.cn/news/detail/5326799106212362.html"},{"id":50507,"title":"Client Alert: The New AI Coverage Fight: Exclusions, Endorsements, and Denied Claims - JD Supra","url":"https://www.jdsupra.com/legalnews/client-alert-the-new-ai-coverage-fight-4781774/","source":"JD Supra","topic":"ai","date":"2026-07-31T09:34:02+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 157 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":157,"summary_length":87,"usable_text_length":157,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.jdsupra.com/legalnews/client-alert-the-new-ai-coverage-fight-4781774/"},{"id":50537,"title":"7月收官，AI大模型双雄股价暴涨 - SOHU","url":"https://m.sohu.com/a/1057217655_120321309?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"SOHU","topic":"ai","date":"2026-07-31T09:30:51+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 294 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":294,"summary_length":294,"usable_text_length":294,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057217655_120321309%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":50490,"title":"特斯拉中国车机接入豆包大模型 千问也进入特斯拉中国车机的深度测试阶段 - SOHU","url":"https://m.sohu.com/a/1057202286_115362?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"SOHU","topic":"ai","date":"2026-07-31T08:59:30+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 34 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":34,"summary_length":340,"usable_text_length":34,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057202286_115362%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":50473,"title":"超30%增速，人工智能成为经济增长的澎湃动力源；机构测算“十五五”时期算力网建设将新增直接投资4万亿元 - SOHU","url":"https://m.sohu.com/a/1057202062_115362?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"SOHU","topic":"ai","date":"2026-07-31T08:59:21+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 51 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":51,"summary_length":357,"usable_text_length":51,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057202062_115362%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":50471,"title":"小浪花在现场｜“长安街知事”郭涛：对比人工智能，新闻从业者的优势在于“人心、人气和人味” - thepaper.cn","url":"https://www.thepaper.cn/newsDetail_forward_33690718","source":"thepaper.cn","topic":"ai","date":"2026-07-31T08:15:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 280 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":280,"summary_length":280,"usable_text_length":280,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.thepaper.cn/newsDetail_forward_33690718"},{"id":50433,"title":"中贝通信等成立智能科技公司 含机器人业务 - 东方财富","url":"https://finance.eastmoney.com/a/202607313828275051.html","source":"东方财富","topic":"ai","date":"2026-07-31T07:43:23+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 121 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":121,"summary_length":121,"usable_text_length":121,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//finance.eastmoney.com/a/202607313828275051.html"},{"id":50435,"title":"耶啊[色][色][色]……让人工智能再次伟大…… - Moomoo","url":"https://www.moomoo.com/hans/community/feed/yeahhh-make-ai-great-again-117013360345094","source":"Moomoo","topic":"ai","date":"2026-07-31T07:16:23+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 47 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":47,"summary_length":340,"usable_text_length":47,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.moomoo.com/hans/community/feed/yeahhh-make-ai-great-again-117013360345094"},{"id":50439,"title":"九方智投侯文涛：下半年可关注大模型 端侧AI AI应用等方面的投资机遇 - 第一财经","url":"https://www.yicai.com/video/103300696.html","source":"第一财经","topic":"ai","date":"2026-07-31T07:14:49+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 121 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":121,"summary_length":121,"usable_text_length":121,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.yicai.com/video/103300696.html"},{"id":50482,"title":"GPT-5.6大降价！最高立减80%！ - OFweek","url":"https://www.ofweek.com/ai/2026-07/ART-201718-8130-30696608.html","source":"OFweek","topic":"ai","date":"2026-07-31T06:28:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 149 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":149,"summary_length":149,"usable_text_length":149,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//www.ofweek.com/ai/2026-07/ART-201718-8130-30696608.html"},{"id":50363,"title":"特斯拉语音大模型上线 - SOHU","url":"https://m.sohu.com/a/1057108108_115060?scm=10001.325_13-325_13.0.0-0-0-0-0.5_1334","source":"SOHU","topic":"ai","date":"2026-07-31T06:00:20+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 283 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":283,"summary_length":221,"usable_text_length":283,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//m.sohu.com/a/1057108108_115060%3Fscm%3D10001.325_13-325_13.0.0-0-0-0-0.5_1334"},{"id":50351,"title":"国家发改委：我国人工智能自主创新步伐加快 - video.sina.com.cn","url":"https://video.sina.com.cn/p/finance/2026-07-31/detail-iniksnxe9314335.d.html","source":"video.sina.com.cn","topic":"ai","date":"2026-07-31T05:04:39+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 19 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":19,"summary_length":331,"usable_text_length":19,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//video.sina.com.cn/p/finance/2026-07-31/detail-iniksnxe9314335.d.html"},{"id":50364,"title":"特斯拉中国推送2026.14.13更新 引入豆包大模型语音助手 - finance.sina.com.cn","url":"https://cj.sina.com.cn/articles/view/1644983660/620c756c02001tsn8","source":"finance.sina.com.cn","topic":"ai","date":"2026-07-31T05:01:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 229 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":229,"summary_length":84,"usable_text_length":229,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//cj.sina.com.cn/articles/view/1644983660/620c756c02001tsn8"},{"id":50326,"title":"特斯拉中国车机正式接入豆包大模型，官方客服：目前仅非AI4车辆适配 - 东方财富","url":"https://finance.eastmoney.com/a/202607313828124773.html","source":"东方财富","topic":"ai","date":"2026-07-31T04:18:02+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 293 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":293,"summary_length":211,"usable_text_length":293,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//finance.eastmoney.com/a/202607313828124773.html"},{"id":51162,"title":"特斯拉中国车机正式接入豆包大模型，官方客服：目前仅非AI4车辆适配 - 东方财富","url":"https://finance.eastmoney.com/a/202607313828124773.html","source":"东方财富","topic":"ai","date":"2026-07-31T04:18:02+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 293 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":293,"summary_length":211,"usable_text_length":293,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//finance.eastmoney.com/a/202607313828124773.html"},{"id":50309,"title":"【视频】特斯拉语音大模型已上线 - 汽车之家","url":"https://chejiahao.autohome.com.cn/info/26101069","source":"汽车之家","topic":"ai","date":"2026-07-31T04:09:45+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 211 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":211,"summary_length":211,"usable_text_length":211,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//chejiahao.autohome.com.cn/info/26101069"},{"id":50331,"title":"数据研选 - 财联社","url":"https://api3.cls.cn/share/article/2441819?sv=846&os=web","source":"财联社","topic":"ai","date":"2026-07-31T04:09:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 49 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":49,"summary_length":257,"usable_text_length":49,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//api3.cls.cn/share/article/2441819%3Fsv%3D846%26os%3Dweb"},{"id":50308,"title":"语音大模型上线特斯拉！ - 汽车之家","url":"https://chejiahao.autohome.com.cn/info/26100874?reply=reply","source":"汽车之家","topic":"ai","date":"2026-07-31T03:36:58+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 283 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":283,"summary_length":283,"usable_text_length":283,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//chejiahao.autohome.com.cn/info/26100874%3Freply%3Dreply"},{"id":50311,"title":"【视频】实测零跑B10语音大模型，看看够不够聪明？ - 汽车之家","url":"https://chejiahao.autohome.com.cn/info/26100883?reply=reply","source":"汽车之家","topic":"ai","date":"2026-07-31T03:35:09+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 224 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":224,"summary_length":224,"usable_text_length":224,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//chejiahao.autohome.com.cn/info/26100883%3Freply%3Dreply"},{"id":50715,"title":"特斯拉中国车机，正式接入豆包大模型 - 凤凰网","url":"https://finance.ifeng.com/c/8vClKq03ezA","source":"凤凰网","topic":"ai","date":"2026-07-31T03:29:45+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 149 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":149,"summary_length":149,"usable_text_length":149,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//finance.ifeng.com/c/8vClKq03ezA"},{"id":50273,"title":"Governors address artificial intelligence and data center regulations in Oklahoma City - Yahoo News Canada","url":"https://ca.news.yahoo.com/governors-address-artificial-intelligence-data-031214375.html","source":"Yahoo News Canada","topic":"ai","date":"2026-07-31T03:12:00+00:00","confidence":0.75,"quality_bucket":"medium","failure_kind":"none","retryable":false,"legacy_collapsed":false,"reason":"Medium confidence: short full text extraction produced 201 characters.","operator_guidance":{"severity":"info","recommended_action":"review_short_text","next_step":"Review the short extracted text before using it as a source.","operator_label":"Short text","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"partial_text","label":"Partial text","has_full_text":true,"has_summary":true,"content_length":201,"summary_length":201,"usable_text_length":201,"source_field":"content"},"diagnostics_url":"/api/diagnose?url=https%3A//ca.news.yahoo.com/governors-address-artificial-intelligence-data-031214375.html"}],"filters":{"bucket":null,"failure_kind":"none","source":null,"topic":null,"content_depth":"partial_text","limit":50}}