{"article":{"annotation":{"article_id":"saint-gobain-microsoft-discovery-cement-additive-research-2026","available_at":"2026-10-21T00:46:42.480327Z","geography_revision":"ef6ee0010dda5fe7b240fd514749b43e214c57da73222d2e40ec83b276dd0977","id":"23b30308b85521101da3865f6d55693cbbb2d7abcb2e292d922943d37d8f1514","input_sha256":"6ac92587ba1b2d0d4351c39632f01b8b1dcdaa7907da167a16dc1d8d48aea8b2","limitations":["Rule-derived subjects are candidates, not verified editorial labels or calibrated model probabilities.","Coverage is distinct from event location. Unknown country/city/coordinates remain absent; no automatic geocoding.","Article geometries keep their stated precision and methodology; reproducing them is not independent coordinate verification."],"method":"controlled-rules-v1","places":[{"admin1":null,"city":null,"coordinate_note":null,"coordinate_reference_system":"OGC:CRS84","coordinate_source":null,"country":"FR","evidence":[{"field":"country","language":"en","note":"Explicit preserved editorial country/region; no city or national centroid inferred","source_urls":["https://news.microsoft.com/source/emea/features/a-concrete-vision-saint-gobain-and-microsoft-discovery-build-for-the-future/"]}],"geometry":null,"id":"iso3166-1:FR","kind":"country-or-area","labels":{"ar":"فرنسا","en":"France","es":"Francia","fr":"France"},"match_status":"candidate","precision":"regional","role":"coverage","uncertainty_m":null}],"rules_sha256":"fb5ad3c27c91cb840f7a0a05f7f64a5cb26ad0374409ff9457f277c7092e22b4","schema_version":1,"subjects":[{"concept_id":"medtop:20000349","confidence":null,"confidence_method":null,"evidence":[{"field":"category+topics","language":"en","note":"Preserved editorial category/topic; broad candidate only","source_urls":["https://news.microsoft.com/source/emea/features/a-concrete-vision-saint-gobain-and-microsoft-discovery-build-for-the-future/"]}],"method":"controlled-rules-v1","rule_id":"business-broad","status":"candidate"},{"concept_id":"medtop:20001298","confidence":null,"confidence_method":null,"evidence":[{"field":"en.title+en.summary","language":"en","note":"Subject suggested from the title or summary: AI","source_urls":["https://news.microsoft.com/source/emea/features/a-concrete-vision-saint-gobain-and-microsoft-discovery-build-for-the-future/"]}],"method":"controlled-rules-v1","rule_id":"artificial-intelligence","status":"candidate"},{"concept_id":"medtop:20000206","confidence":null,"confidence_method":null,"evidence":[{"field":"en.title+en.summary","language":"en","note":"Subject suggested from the title or summary: patents","source_urls":["https://news.microsoft.com/source/emea/features/a-concrete-vision-saint-gobain-and-microsoft-discovery-build-for-the-future/"]}],"method":"controlled-rules-v1","rule_id":"patents","status":"candidate"}],"taxonomy_revision":"1f2db31d811fca07e99b16d402c10e2cc2965c9df1c7b41d9be348b40a24e7fb","taxonomy_version":"IPTC Media Topics 2026-Q2"},"api_url":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026?lang=en","category":"business","content":{"key_points":[],"paragraphs":["The project assembled 62,000 patents and 44,000 abstracts into a knowledge base. A Saint-Gobain manager said AI helped build it in hours, compared with an estimated year using the previous research process.","The candidate molecules are still being tested; the report does not establish that a new additive reduces clinker use or increases strength. It separately cites the company’s existing EnviroAdd product as reducing clinker needs by about 20%, a company product claim."],"sections":[]},"corrections":[],"country":"FR","data":{"blocks":[{"columns":[{"key":"indicator","label":{"ar":"المؤشر","de":"Kennzahl","en":"Indicator","es":"Indicador","fr":"Indicateur","pt":"Indicador","tr":"Gösterge"},"language":"en","type":"text"},{"key":"value","label":{"ar":"العدد","de":"Anzahl","en":"Count","es":"Cantidad","fr":"Nombre","pt":"Quantidade","tr":"Adet"},"type":"number","unit":"count"}],"description":{"ar":"أرقام أوردها المصدر ويشرح قسم المنهجية نطاقها.","de":"Vom Herausgeber gemeldete Zahlen; ihr Umfang wird in der Methodik erläutert.","en":"Figures reported by the source, with scope described in the methodology.","es":"Cifras comunicadas por la fuente, cuyo alcance se explica en la metodología.","fr":"Données rapportées par la source, dont le périmètre est précisé dans la méthodologie.","pt":"Números informados pela fonte, com o âmbito explicado na metodologia.","tr":"Kaynakta bildirilen ve kapsamı yöntem bölümünde açıklanan veriler."},"id":"source-data","methodology":{"ar":"نُقلت الأرقام من المصدر مع التمييز بين النتائج الفعلية والتقديرات والخطط.","de":"Die Zahlen stammen aus der Quelle; beobachtete Ergebnisse, Schätzungen und Pläne werden unterschieden.","en":"Figures are transcribed from the source; observed results, estimates and plans are distinguished.","es":"Las cifras se transcriben de la fuente y se distinguen resultados observados, estimaciones y planes.","fr":"Les chiffres sont repris de la source ; résultats observés, estimations et projets sont distingués.","pt":"Os números foram transcritos da fonte, distinguindo resultados observados, estimativas e planos.","tr":"Rakamlar kaynak açıklamasından aktarılmıştır; gerçekleşmiş sonuç, tahmin ve planlar birbirinden ayrılmıştır."},"rowTranslations":[{"indicator":{"ar":"عدد البراءات","de":"Patente","en":"Patent count","es":"Número de patentes","fr":"Nombre de brevets","pt":"Número de patentes","tr":"Patent sayısı"}},{"indicator":{"ar":"عدد الملخصات","de":"Abstracts","en":"Abstract count","es":"Número de resúmenes","fr":"Nombre de résumés","pt":"Número de resumos","tr":"Bilimsel özet sayısı"}}],"rows":[{"indicator":"Patent count","value":62000},{"indicator":"Abstract count","value":44000}],"sourceUrls":["https://news.microsoft.com/source/emea/features/a-concrete-vision-saint-gobain-and-microsoft-discovery-build-for-the-future/"],"title":{"ar":"بيانات المصدر","de":"Quellenangaben","en":"Source figures","es":"Datos de la fuente","fr":"Données de la source","pt":"Dados da fonte","tr":"Kaynak verileri"},"type":"table","updatedAt":"2026-10-21T00:08:07Z"}],"version":1},"data_downloads":[{"formats":{"csv":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026/data/source-data?lang=en&format=csv","json":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026/data/source-data?lang=en&format=json"},"id":"source-data"}],"data_types":["table"],"editorial_illustration":{"alt":"Conceptual illustration of industry, engineering and logistics connections.","asset_id":"newsverum-v1-business","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"en","scope":"topic","url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-1536.webp","width":1536}],"width":1536},"event_id":"event-8e428a95-ef3d-5147-8e69-25565cc2716f","event_period":"2026","event_period_basis":"source-review","id":"saint-gobain-microsoft-discovery-cement-additive-research-2026","image":null,"importance":0.6,"language":"en","modified_at":"2026-10-21T00:44:03+00:00","publication_basis":"publication-record","published_at":"2026-10-21T00:44:03+00:00","reading_minutes":1,"region":"world","section_illustration":{"alt":"Conceptual illustration of industry, engineering and logistics connections.","asset_id":"newsverum-v1-business","avif_variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-480.avif","width":480},{"height":480,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-720.avif","width":720},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-960.avif","width":960},{"height":800,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-1200.avif","width":1200},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-1536.avif","width":1536}],"credit":"Newsverum","documentary":false,"height":1024,"kind":"symbolic-editorial-illustration","language":"en","scope":"section","url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-1536.webp","variants":[{"height":320,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-480.webp","width":480},{"height":640,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-960.webp","width":960},{"height":1024,"url":"https://newsverum.com/assets/newsverum/illustrations/v1/business-1536.webp","width":1536}],"width":1536},"slug":"saint-gobain-microsoft-discovery-cement-additive-research-2026","sources":[{"checkedAt":"2026-10-21","name":"Microsoft Source EMEA","publishedAt":"2026-10-20","url":"https://news.microsoft.com/source/emea/features/a-concrete-vision-saint-gobain-and-microsoft-discovery-build-for-the-future/"}],"summary":"A 20 October Microsoft report describes Saint-Gobain researchers using the Microsoft Discovery AI platform to search patents and scientific abstracts while exploring cement additives. The team generated hypotheses about possible ingredients that still require testing.","text":"A 20 October Microsoft report describes Saint-Gobain researchers using the Microsoft Discovery AI platform to search patents and scientific abstracts while exploring cement additives. The team generated hypotheses about possible ingredients that still require testing.\n\nThe project assembled 62,000 patents and 44,000 abstracts into a knowledge base. A Saint-Gobain manager said AI helped build it in hours, compared with an estimated year using the previous research process.\n\nThe candidate molecules are still being tested; the report does not establish that a new additive reduces clinker use or increases strength. It separately cites the company’s existing EnviroAdd product as reducing clinker needs by about 20%, a company product claim.","title":"Saint-Gobain uses Microsoft Discovery in cement-additive research","topics":[],"translations":[{"api_url":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026?lang=tr","language":"tr","url":"https://newsverum.com/tr/news/saint-gobain-microsoft-discovery-cement-additive-research-2026"},{"api_url":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026?lang=en","language":"en","url":"https://newsverum.com/en/news/saint-gobain-microsoft-discovery-cement-additive-research-2026"},{"api_url":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026?lang=ar","language":"ar","url":"https://newsverum.com/ar/news/saint-gobain-microsoft-discovery-cement-additive-research-2026"},{"api_url":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026?lang=fr","language":"fr","url":"https://newsverum.com/fr/news/saint-gobain-microsoft-discovery-cement-additive-research-2026"},{"api_url":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026?lang=es","language":"es","url":"https://newsverum.com/es/news/saint-gobain-microsoft-discovery-cement-additive-research-2026"},{"api_url":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026?lang=de","language":"de","url":"https://newsverum.com/de/news/saint-gobain-microsoft-discovery-cement-additive-research-2026"},{"api_url":"https://newsverum.com/api/v1/articles/saint-gobain-microsoft-discovery-cement-additive-research-2026?lang=pt","language":"pt","url":"https://newsverum.com/pt/news/saint-gobain-microsoft-discovery-cement-additive-research-2026"}],"url":"https://newsverum.com/en/news/saint-gobain-microsoft-discovery-cement-additive-research-2026"},"version":"1"}