{"id":50348,"topic":"ai","source":"StoneX","title":"Why AI Spending Now Matters More Than Margins - StoneX","url":"https://www.stonex.com/en/insights/why-ai-spending-now-matters-more-than-margins/","url_hash":"e415354beb0f970a128d960d5edc557746ef6597","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiiAFBVV95cUxNVE9uOGQ5aVUxVkhQYTc5Y0RPQWw2WGRSQWRVNW5uQlVaNWFFbGcxTXM5LTNOdFFBMEZZalloZHNTYU14bGJSNE5CR2s4LTZJNkZXLU5KaVlQV2RvVVd6c19xQ0RTT0t4MjBLMDI2dWpqTnA0MXhZR3d0MnBPUXR6X1N4a3pjWDFu?oc=5\" target=\"_blank\">Why AI Spending Now Matters More Than Margins</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">StoneX</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-31T04:31:43+00:00","fetched_at":"2026-07-31T06:15:05+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.stonex.com/en/insights/why-ai-spending-now-matters-more-than-margins/","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":353,"usable_text_length":353,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":353}},"news_item":{"id":50348,"canonical_url":"https://www.stonex.com/en/insights/why-ai-spending-now-matters-more-than-margins/","source_url":"https://www.stonex.com/en/insights/why-ai-spending-now-matters-more-than-margins/","title":"Why AI Spending Now Matters More Than Margins - 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