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cv usk
@cv_usk
AI / Software Research Notes AI Agent, LLMOps, MLOps, Software Architecture ๆŠ•็จฟใฏๅ€‹ไบบใฎๆ„่ฆ‹ใงใ™ใ€‚
Joined May 2026
258 Following    228 Followers
๐Ÿ”Ž 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 ๐Ÿง  Elasticsearch as a persistent memory layer (lexical + vector + reranking + access control) ๐ŸŽฏ Precomputed Knowledge Indicators cut input tokens up to 75%, lift accuracy 60%โ†’92% ๐Ÿ”’ Internal tests show 0.89 recall with complete cross-user data protection ๐Ÿ›ก Attack Discovery correlates alerts into attack chains, mapped to MITRE ATT&CK โšก Visa cut triage from 10-20 min to seconds; Airtel up to 40% faster analysis, 30% faster investigations ๐Ÿ”Œ 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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