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COMPANY · ENTITY #10629

Elasticsearch

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2

CODING · 1 SOURCE · InfoQ AI, ML & Data Engineering

Elastic presents a reusable, production-grade evaluation framework for agentic AI

At QCon AI, Susan Chang (Principal Data Scientist at Elastic) described how Elastic moved from siloed, ad-hoc agent evaluations to a unified production-grade evaluation framework that combines LLM-as-judge and deterministic rules, connects Python data-science evals with TypeScript production code, and uses deep tracing to detect regressions across RAG and cybersecurity workloads while preserving domain context.

5.0

COMPANIES · 1 SOURCE · NVIDIA Developer

NVIDIA releases VSS Blueprint 3.3 with Build Vision Agent skill and Adaptive EVS

NVIDIA’s Metropolis Video Search and Summarization (VSS) Blueprint 3.3 adds the vss-build-vision-ai skill to compose multi-workflow visual AI deployments from a single prompt and introduces Adaptive Efficient Video Sampling (EVS) to prune redundant visual tokens and batch VLM work. NVIDIA cites a demo that deployed a bottling-line agent in under 30 minutes on an RTX PRO 6000 Blackwell and reports up to ~80% fewer VLM input tokens for a 60-minute summary and a 46% increase in concurrent real-time VLM streams in their tests; the repository and agent skills are available and a live demo is scheduled for Oct. 1 at 9 a.m. PT.

7.0