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How IT leaders use agentic AI for business workflows

CIO

Though loosely applied, agentic AI generally refers to granting AI agents more autonomy to optimize tasks and chain together increasingly complex actions. An AI briefer could inform a sales pipeline review process, for instance, or an AI trainer could simulate customer interactions as part of an onboarding program, he adds.

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The future of data: A 5-pillar approach to modern data management

CIO

By modern, I refer to an engineering-driven methodology that fully capitalizes on automation and software engineering best practices. This level of rigor demands strong engineering discipline and operational maturity. This level of rigor demands strong engineering discipline and operational maturity.

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Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality.

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Effective Software Testing – A Developer’s Guide

Henrik Warne

The author is an Assistant Professor in Software Engineering at the Delft University of Technology. The book apparently grew out of lecture notes from a course on software testing. The academic background shows in that there are plenty of references to relevant research (something I also liked with Code Complete ).

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Are you ready for MLOps? 🫵

Xebia

The time when Hardvard Business Review posted the Data Scientist to be the “Sexiest Job of the 21st Century” is more than a decade ago [1]. Operations ML teams are focused on stability and reliability Ops ML teams have roles like Platform Engineers, SRE’s, DevOps Engineers, Software Engineers, IT Managers.

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Sustainable Software Engineering Through the Lens of Environmental

Xebia

Did you know that sustainable software engineering is a topic we frequently discuss and engage with? But were you aware that sustainable software engineering encompasses five distinct dimensions? Sustainable Software Engineering Environmental Dimension? The Green Software Foundation. The best part?

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How DPG Media uses Amazon Bedrock and Amazon Transcribe to enhance video metadata with AI-powered pipelines

AWS Machine Learning - AI

This post shows how DPG Media introduced AI-powered processes using Amazon Bedrock and Amazon Transcribe into its video publication pipelines in just 4 weeks, as an evolution towards more automated annotation systems. The project focused solely on audio processing due to its cost-efficiency and faster processing time.

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