{"schema_version":"onlylabs.public_signal.v1","title":"Inception Labs Writing: Mercury 2 On Azure Foundry","description":"Inception Labs writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/580cffa5-ac42-4d8b-a087-18a06b3354aa","json_url":"https://onlylabs.fyi/signals/580cffa5-ac42-4d8b-a087-18a06b3354aa/signal.json","generated_at":"2026-07-26T20:37:55.744Z","evidence_latest_fetched_at":"2026-07-07T20:02:11.471283+00:00","signal_first_seen_at":"2026-07-07T20:00:49.40061+00:00","org":{"slug":"inception","name":"Inception Labs","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/inception","dossier_json_url":"https://onlylabs.fyi/labs/inception/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/580cffa5-ac42-4d8b-a087-18a06b3354aa","signal_json":"https://onlylabs.fyi/signals/580cffa5-ac42-4d8b-a087-18a06b3354aa/signal.json","source":"https://www.inceptionlabs.ai/blog/mercury-2-on-azure-foundry","lab_dossier":"https://onlylabs.fyi/labs/inception","lab_dossier_json":"https://onlylabs.fyi/labs/inception/dossier.json","analysis":"https://onlylabs.fyi/analysis/inception","analysis_json":"https://onlylabs.fyi/analysis/inception/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/inception/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Inception Labs published Mercury 2 On Azure Foundry. 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This release combines Inception’s breakthrough diffusion architecture with Azure’s enterprise-ready infrastructure, giving developers access to a model that delivers both exceptional speed and quality. Built by the team behind foundational AI technologies including Flash Attention, Direct Preference Optimization, and the original diffusion models for images, Mercury represents a fundamental shift in how language models generate text. Developers on Azure AI Foundry now have access to a model that excels in latency-sensitive applications where the user experience is non-negotiable. A new foundation: Diffusion for real-time reasoning Mercury 2 doesn’t decode sequentially. It generates responses through parallel refinement, producing multiple tokens simultaneously and converging over a small number of steps. 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