{"id":82751,"topic":"ai","source":"scmp.com","title":"Forget AI KPIs: how China’s tech giants are rationing tokens for employees - scmp.com","url":"https://www.scmp.com/tech/big-tech/article/3367593/forget-ai-kpis-how-chinas-tech-giants-are-rationing-tokens-employees","url_hash":"7efc036ffd7e6393d53050cdc770fb3687faff58","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiuwFBVV95cUxOaHNudklMMFhqZnFkX29CTndCdlRDalRBWkIyU2F2dFdKNUhEN2s0WjlvM2swdXVqTFdfWmMyeEhnaFhkWVBZS0NyajZEX0pobU95Ny1rR1RrSFk4WkNMRDhDeDBiNlk4aFYwTGxWdUN2NU5ERV9jY1pscjF1eHRHOFdXTmtOc212VGwwdVJERVRVenZzVGlQNzFXRjZJb0otRVV1TDhrbkREdzZaZTFZX0luUHBpOTA2N0Iw?oc=5\" target=\"_blank\">Forget AI KPIs: how China’s tech giants are rationing tokens for employees</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">scmp.com</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-15T09:30:05+00:00","fetched_at":"2026-09-15T10:15:04+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.scmp.com/tech/big-tech/article/3367593/forget-ai-kpis-how-chinas-tech-giants-are-rationing-tokens-employees","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":452,"usable_text_length":452,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":452}},"news_item":{"id":82751,"canonical_url":"https://www.scmp.com/tech/big-tech/article/3367593/forget-ai-kpis-how-chinas-tech-giants-are-rationing-tokens-employees","source_url":"https://www.scmp.com/tech/big-tech/article/3367593/forget-ai-kpis-how-chinas-tech-giants-are-rationing-tokens-employees","title":"Forget AI KPIs: how China’s tech giants are rationing tokens for employees - 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