{"id":94090,"topic":"ai","source":"herald-dispatch.com","title":"Mark Caserta: Stress testing artificial intelligence (Opinion) - herald-dispatch.com","url":"https://www.herald-dispatch.com/opinion/mark-caserta-stress-testing-artificial-intelligence-opinion/article_90d578d2-b237-4b44-8c30-5702bcd0dc76.html","url_hash":"b19a6666154708cbce275c5af51b76ff082ae6c7","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMi4wFBVV95cUxNbXhxUmtuQkpMNzZZT0hQQXNuZFdwd0NwUnFmcnp2di1HUDdQR2ZVSE84ZUJyeHpjdFJEUG9pejdubjVxUE5LVFNjRC1rVEFjcnVuSHgyRW5mOUw1TF9DWFkwWTdXSl9Kak54RkF2TlVtbUJYNzlDQlUwZFBqczJPSk5aZWNONGhBME5ZSGhYSHVWN0ZnZml6UmNsM01USDJET2dqdmE4c3dUXzlMSFB5ZVRpcE9ydXpQYWlKS0NpMmtFZjlaTG9kUzJyUG4taDZMMDFuVjBPZndjcU5LVHh4bVJwNA?oc=5\" target=\"_blank\">Mark Caserta: Stress testing artificial intelligence (Opinion)</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">herald-dispatch.com</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-10-01T10:15:00+00:00","fetched_at":"2026-10-01T11:15:04+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"http_451","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.herald-dispatch.com/opinion/mark-caserta-stress-testing-artificial-intelligence-opinion/article_90d578d2-b237-4b44-8c30-5702bcd0dc76.html","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_451).","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":505,"usable_text_length":505,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_451","extract_retries":2,"content_length":0,"summary_length":505}},"news_item":{"id":94090,"canonical_url":"https://www.herald-dispatch.com/opinion/mark-caserta-stress-testing-artificial-intelligence-opinion/article_90d578d2-b237-4b44-8c30-5702bcd0dc76.html","source_url":"https://www.herald-dispatch.com/opinion/mark-caserta-stress-testing-artificial-intelligence-opinion/article_90d578d2-b237-4b44-8c30-5702bcd0dc76.html","title":"Mark Caserta: Stress testing artificial intelligence (Opinion) - 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