{"id":81415,"topic":"ai","source":"Nikkei Asia","title":"Applied Materials using AI to speed chip materials discovery, Japan chief says - Nikkei Asia","url":"https://asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","url_hash":"3d1435d1713ba82f11c7359e83b5cf7465549d3c","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiygFBVV95cUxPUVZKQlFQZ0hGZEtxWDRMZTZpNncxRVBkREx2ZlBaZnIyR252WWlJRzVEdDRnU1ViendDeVVORDhFdmtIUTFtU2J6V3NvMlBCOTVuc2UxVlJpWGxENDVUb3VlTU02RjY4QTZwRGVfUmJvM2VxREF0UUs3eDBmWnNnaHV2QVpwUUNfV1Y3SFg1Ym1tTnFvVDVCdk1kaDV2VG1RSXRscmhkMWRDemxFRjVyYlg1NDNJTGNRUTM2OWR3X0FqVzNHc1psaVZ3?oc=5\" target=\"_blank\">Applied Materials using AI to speed chip materials discovery, Japan chief says</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Nikkei Asia</font>","content":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","image_url":"https://images.ft.com/v3/image/raw/https%3A%2F%2Fcms-image-bucket-productionv3-ap-northeast-1-a7d2.s3.ap-northeast-1.amazonaws.com%2Fimages%2F3%2F3%2F5%2F8%2F13088533-2-eng-GB%2Fb3c9bd8e3af7-2023-03-06T201936Z_938907040_RC2GOZ9X0SVO_RTRMADP_3_APPLIEDMATERIALS-RESULTS.JPG?fit=cover&gravity=faces&dpr=2&quality=medium&source=nar-cms&format=auto&width=1260&height=630","lang":"en","published_at":"2026-09-13T18:38:00+00:00","fetched_at":"2026-09-13T19:15:04+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 320 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":320,"summary_length":320,"usable_text_length":320,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":320,"summary_length":320}},"news_item":{"id":81415,"canonical_url":"https://asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","source_url":"https://asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","title":"Applied Materials using AI to speed chip materials discovery, Japan chief says - Nikkei Asia","source_name":"Nikkei Asia","author":null,"published_at":"2026-09-13T18:38:00+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMiygFBVV95cUxPUVZKQlFQZ0hGZEtxWDRMZTZpNncxRVBkREx2ZlBaZnIyR252WWlJRzVEdDRnU1ViendDeVVORDhFdmtIUTFtU2J6V3NvMlBCOTVuc2UxVlJpWGxENDVUb3VlTU02RjY4QTZwRGVfUmJvM2VxREF0UUs3eDBmWnNnaHV2QVpwUUNfV1Y3SFg1Ym1tTnFvVDVCdk1kaDV2VG1RSXRscmhkMWRDemxFRjVyYlg1NDNJTGNRUTM2OWR3X0FqVzNHc1psaVZ3?oc=5\" target=\"_blank\">Applied Materials using AI to speed chip materials discovery, Japan chief says</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Nikkei Asia</font>","full_text":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","excerpt":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 320 characters.","diagnostics_url":"/api/diagnose?url=https%3A//asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 320 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":320,"summary_length":320,"usable_text_length":320,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":320,"summary_length":320}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Applied Materials using AI to speed chip materials discovery, Japan chief says - Nikkei Asia","url":"https://asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","summary":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","source":"Nikkei Asia","date":"2026-09-13T18:38:00+00:00","content":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 320 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 320 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":320,"summary_length":320,"usable_text_length":320,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":320,"summary_length":320}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/81415","export_markdown":"/api/items/81415/export?format=markdown","export_json":"/api/items/81415/export?format=json","diagnose":"/api/diagnose?url=https%3A//asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says"},"formats":{"full":{"id":81415,"title":"Applied Materials using AI to speed chip materials discovery, Japan chief says - Nikkei Asia","url":"https://asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","source":"Nikkei Asia","author":null,"published_at":"2026-09-13T18:38:00+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","full_text":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 320 characters.","diagnostics_url":"/api/diagnose?url=https%3A//asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 320 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":320,"summary_length":320,"usable_text_length":320,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":320,"summary_length":320}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 320 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":320,"summary_length":320,"usable_text_length":320,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":320,"summary_length":320}},"actions":{"read":"/item/81415","export_markdown":"/api/items/81415/export?format=markdown","export_json":"/api/items/81415/export?format=json","diagnose":"/api/diagnose?url=https%3A//asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says"}},"digest":{"id":81415,"title":"Applied Materials using AI to speed chip materials discovery, Japan chief says - Nikkei Asia","url":"https://asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","source":"Nikkei Asia","topic":"ai","published_at":"2026-09-13T18:38:00+00:00","excerpt":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 320 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"Applied Materials using AI to speed chip materials discovery, Japan chief says - Nikkei Asia","subtitle":"Nikkei Asia · 2026-09-13","summary":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of…","badges":["quality:high"],"links":{"read":"/item/81415","original":"https://asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","diagnose":"/api/diagnose?url=https%3A//asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says"},"quality_warning":null},"export":{"title":"Applied Materials using AI to speed chip materials discovery, Japan chief says - Nikkei Asia","url":"https://asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","summary":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","source":"Nikkei Asia","date":"2026-09-13T18:38:00+00:00","content":"TOKYO -- The semiconductor industry needs to embrace new materials to keep advancing as current chip miniaturization technology approaches its limits, and Applied Materials is using artificial intelligence in hopes of contributing to breakthroughs, the American company's top Japan executive told Nikkei in an interview.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//asia.nikkei.com/business/tech/semiconductors/applied-materials-using-ai-to-speed-chip-materials-discovery-japan-chief-says","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 320 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 320 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":320,"summary_length":320,"usable_text_length":320,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":320,"summary_length":320}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}