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    September Cloud AI Previews: Production‑Ready Enterprise AI with Governance

    September’s quiet preview windows at the major cloud providers are shaping up to be one of the clearest signals yet that enterprise AI is moving from model-first experimentation into regulated, operational production—and the changes being previewed are less about raw model accuracy and more...
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    • ai-governance bedrock cloud ai cloud-ai embeddings enterprise ai enterprise-ai governance gpt-oss liveness-detection network isolation network-isolation open models open-weight-models platform-governance production readiness reinforcement-fine-tuning sdk migration security
    • Replies: 0
    • Forum: Windows News
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    Enterprise AI Goes Production-Ready: September Cloud Previews Focus on Security and Governance

    Cloud providers’ September previews are not incremental checkbox updates; they are a clear signal that enterprises expect AI clouds to be more than high‑performance models — they must be secure, auditable, and operationally mature enough to run production workloads at scale. Background...
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    • agent assist ai evaluation ai governance ai platforms auditability aws bedrock azure ai azure machine learning batch api batch embeddings bedrock cloud ai cloud ai platforms cloud previews compliance data governance data isolation data sovereignty embeddings enterprise ai fine-tuning gemini gemini batch api gen ai sdk google gemini governance gpt oss gpt-oss ingestion logs ingestion visibility interoperability knowledge base knowledge bases liveness detection managed endpoints mixed model estates mlops model governance multi-cloud network isolation observability open models open-source models open-weight models openai compatibility perimeter security private endpoints production ai production readiness rbac region availability reinforcement fine tuning reinforcement fine-tuning rft sdk migration security security isolation vendor maturity vertex ai vertex ai sdk
    • Replies: 5
    • Forum: Windows News
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    GPT-Realtime on Azure AI Foundry: End-to-End S2S Speech with Multimodal Voice

    Microsoft has pushed a major real‑time audio milestone into the Azure stack: gpt‑realtime, a speech‑to‑speech (S2S) model optimized for low‑latency, natural‑sounding conversational agents, is now generally available on Azure AI Foundry and accessible through the Real‑time API for developers and...
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    • azure azure ai foundry customer support enterprise voice expressive voices function calling gpt realtime image and voice low latency marin cedar multimodal input pricing production readiness real-time api s2s safety governance speech to speech voice ai webrtc websockets
    • Replies: 0
    • Forum: Windows News
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    SQL Server 2025 RC0: Ubuntu 24.04 support and TLS 1.3 by default

    Microsoft has pushed the first public Release Candidate (RC0) of SQL Server 2025 into preview with two headline changes that matter to every Windows-centric IT team experimenting with Linux-first development: official Ubuntu 24.04 support for dev/test scenarios and TLS 1.3 enabled by default...
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    • ai workloads backup and restore cloud-native databases container testing containerized development copilot ssms database security dev/test docker desktop driver compatibility encryption enterprise evaluation ga certification in-database ai json support linux linux on sql server locking mcr image monitoring observability oaep-256 performance optimization production readiness rag pipelines rc0 security by default sql server sql server 2025 sql server on linux tds 8.0 tls 1.3 ubuntu 24.04 vector embeddings wsl2
    • Replies: 1
    • Forum: Windows News
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