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AI agents loom large as organizations pursue generative AI value

CIO

In such systems, multiple agents execute tasks intended to achieve an overarching goal, such as automating payroll, HR processes, and even software development, based on text, images, audio, and video from large language models (LLMs). A similar approach to infrastructure can help.

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Unbundling the Graph in GraphRAG

O'Reilly Media - Ideas

See the 2023 article which appears to be the origin of this concept, “ NebulaGraph Launches Industry-First Graph RAG: Retrieval-Augmented Generation with LLM Based on Knowledge Graphs ,” plus a good recent survey paper, “ Graph Retrieval-Augmented Generation: A Survey ” by Boci Peng, et al. Does GraphRAG improve results?

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What IT executives are saying about vendor consolidation

CIO

Our poll received excellent feedback – in addition to receiving a significant base of survey respondents, a number of community members provided additional commentary. When we asked what’s driving that consolidation, finance-driven reasons were close to – but not at – the top.

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Bliki: Periodic Face-to-Face

Martin Fowler

No video-conference system can create the that depth of interaction, staring at a computer screen to see what other people are doing is draining, with no opportunity to pop out for a coffee together to break up the work. For people to work effectively together they need to trust each other, aware of how much they can rely on each other.

Travel 152
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What is Continuous Verification?

OpenCredo

The inherent complexity of these systems has been pushed from the monolith into multiple components composing the system architecture and infrastructure.

Survey 106
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Software Architect Role, Skills, and Impact on Product Success

Altexsoft

So says job search engine Indeed in its recent survey. There are dozens of definitions for a software or technical architect, but in most general terms a person holding this position drives all critical decisions about the organization of the software system. There is no better job in 2020 than a software architect.

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How to Successfully Implement HR Analytics and People Analytics in a Company

Altexsoft

In January 2018, The US Bureau of Labor Statistics conducted an employee tenure survey. Also, make sure you have the right to access and use individual-level data collected by external survey companies. Data integration tools move data from initial systems into a warehouse. Decide on a tool: off-the-shelf or a custom one.