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cv usk
@cv_usk
AI / Software Research Notes AI Agent, LLMOps, MLOps, Software Architecture 投稿は個人の意見です。
参加 May 2026
258 フォロー中    228 ファン
🔎 Frontier model smarts alone don't run production AI. It works only when paired with a retrieval layer that pulls enterprise data accurately, with permissions and audit. TL;DR: Elastic and OpenAI expand their partnership, turning Elasticsearch into a permission-aware persistent memory layer to boost agents, observability, and security at once. Title: Elastic and OpenAI collaborate to bring frontier intelligence to unstructured enterprise data URL: Key points 🧠 Elasticsearch as a persistent memory layer (lexical + vector + reranking + access control) 🎯 Precomputed Knowledge Indicators cut input tokens up to 75%, lift accuracy 60%→92% 🔒 Internal tests show 0.89 recall with complete cross-user data protection 🛡 Attack Discovery correlates alerts into attack chains, mapped to MITRE ATT&CK ⚡ Visa cut triage from 10-20 min to seconds; Airtel up to 40% faster analysis, 30% faster investigations 🔌 Agent Builder exposes skills via MCP; migrates Splunk/QRadar rules A pragmatic design: intelligence + retrieval + governance together is what makes production AI real. #Elasticsearch# #OpenAI#
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