{"id":48019,"topic":"ai","source":"IT Pro","title":"At AMD Advancing AI, Helios was the star around which everything else revolved - IT Pro","url":"https://www.itpro.com/technology/artificial-intelligence/at-amd-advancing-ai-helios-was-the-star-around-which-everything-else-revolved","url_hash":"305bbba99a958a4e15512d2f4a8fe5f6199b69bb","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMizwFBVV95cUxNYTBRak9ZMkRrTW0xSGlRMmxEZHV0WEJfcFkxZzdhS3VtU0F6VjNQdUNvZFlZUUZFMEt3S3EwOGJzZjFrMnVwd2lSd3BoMmdmNGR2ZlJqZS1uOHFHSTRpNWRkQTNyWVVqTG9IWENVZnBRc3JOa2hVQjNvYWc0TnhlZVhhbWZfNkhGeXQyd080elJDekgxYWFYVWJMVlRkSEpLM1ltdi1UWGtaSHdMRVAwOVExd21DMnlwZktmWThMQkxINDRwV204eWdjejBzVDA?oc=5\" target=\"_blank\">At AMD Advancing AI, Helios was the star around which everything else revolved</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">IT Pro</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-28T12:33:42+00:00","fetched_at":"2026-07-28T13:15:03+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.itpro.com/technology/artificial-intelligence/at-amd-advancing-ai-helios-was-the-star-around-which-everything-else-revolved","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":481,"usable_text_length":481,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":481}},"news_item":{"id":48019,"canonical_url":"https://www.itpro.com/technology/artificial-intelligence/at-amd-advancing-ai-helios-was-the-star-around-which-everything-else-revolved","source_url":"https://www.itpro.com/technology/artificial-intelligence/at-amd-advancing-ai-helios-was-the-star-around-which-everything-else-revolved","title":"At AMD Advancing AI, Helios was the star around which everything else revolved - 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