{"id":48379,"topic":"ai","source":"Fierce Network","title":"How should enterprises and telcos think about open weight AI? - Fierce Network","url":"https://www.fiercewireless.com/cloud/open-weight-ai-cuts-costs-and-lock-catch","url_hash":"68a06ae308339c7b65cc3d85bf536c1579c6df7f","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMigwFBVV95cUxPOUJMcXNQcnljcWstYlc1dWtQWmhyd05fNVN1czg3MUJoNnY5dTkyODQyRHhMdDhWbWVxTGNkYk9iOEZ4MFpKQU5iUUljOGFFTzY0MlJxS2J2MTNkTVRtZllTRmRCQVRHVk1XYUZjTTBibmFNSnBkRjJvRXZvVUF4N1VzYw?oc=5\" target=\"_blank\">How should enterprises and telcos think about open weight AI?</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Fierce Network</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-28T22:05:59+00:00","fetched_at":"2026-07-28T22:15:05+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"http_403","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.fiercewireless.com/cloud/open-weight-ai-cuts-costs-and-lock-catch","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"failed","confidence":0.0,"failure_kind":"http","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: HTTP extraction failure (http_403).","operator_guidance":{"severity":"action_required","recommended_action":"manual_review","next_step":"Open diagnostics and review the original source manually before use.","operator_label":"Manual review","can_retry":false,"can_use_summary":false,"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":371,"usable_text_length":371,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":371}},"news_item":{"id":48379,"canonical_url":"https://www.fiercewireless.com/cloud/open-weight-ai-cuts-costs-and-lock-catch","source_url":"https://www.fiercewireless.com/cloud/open-weight-ai-cuts-costs-and-lock-catch","title":"How should enterprises and telcos think about open weight AI? 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