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Why knowledge management is foundational to AI success

CIO

Research from MIT has shown that integrating a knowledge base into a LLM tends to improve the output and reduce hallucinations. This means that AI and ML advancements, far from superseding the need for knowledge management, actually make it more essential. AI models are trained on the information they’re given.

Knowledge 612
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Embracing neurodiversity in IT for competitive advantage

CIO

So each neurodiverse professional’s experience is unique, but speaking for myself, being neurodiverse has been a huge competitive advantage in my technology career. At the same time, at least here in the US, mental health and diversity, neuro or otherwise, have seen a massive increase in education for both managers and employees.

Advantage 616
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Vector Database vs. Knowledge Graph: Making the Right Choice When Implementing RAG

CIO

With RAG, for the first time, GenAI-powered solutions can enhance their own knowledge and content generation by retrieving information from external sources, instead of just relying on pre-programmed data sets. A Vector DB stores and manages unstructured data — text, images, audio, etc. — Which one is best? It depends.

Knowledge 405
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4 ways CISOs can manage AI use in the enterprise

CIO

But with time, CIOs are starting to figure out ways to manage the use of generative AI within the enterprise. While it is a given that AI will help organizations drive competitive advantage, the roll-out of this quickly evolving technology must be done safely. So, simply blocking LLM access is not the right answer.

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Ferrovial puts AI at the heart of its transformation

CIO

They have AI-based services that either make processes automatic, more efficient, or provide the business with services that give competitive advantages,” he says. The second, given Ferrovial’s global nature, is its continuous contact with all units, acting as an AI knowledge hub.

IT 662
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20 traits of highly effective project managers

CIO

To thrive, project managers need to have and hone a complex combination of technical, business, and interpersonal skills. Effective project managers must know how to define the scope of a project , identify necessary resources, and schedule those resources — all part of the technical aspect of the job.

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Generative AI’s role in increasing IT efficiency

CIO

CIOs and their IT teams — including operations/DevOps, site reliability engineering, and platform engineering — are charged with building and managing IT services that can provide near 100% uptime. Take advantage of intuitive virtual agents. . Take advantage of intuitive virtual agents. Identify root causes faster.

IT 789