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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. Users can post a direct question to the community.

Knowledge 612
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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. Knowledge Graphs, by contrast, represent data as a network of nodes (entities) and edges (relationships). Which one is best?

Knowledge 405
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Continuous learning gives U.S. Bank a technology talent edge

CIO

For example, we’re positioning some of our top subject matter experts at relevant conferences and councils to share lessons learned from our transformation journey and we’re engaging with educational programs, like Girls Who Code , Summit Academy, and Minneapolis Community and Technical College to both develop and recruit diverse talent.

Banking 692
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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. Knowledge work can now be performed anywhere, at any time, on any device.

Advantage 616
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5 pillars of a cloud-conscious culture

CIO

Most CIOs recognize the advantages of cloud, the global reach it provides, and the ease with which services can be scaled up and back down again. It enables us to free our people so they can innovate and create lasting competitive advantage.” But recognizing cloud advantages doesn’t always mean a smooth transition from on-prem.

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Data Labeling Improves Machine Learning & AI Efficiency

Smart Data Collective

Taking the world by storm, artificial intelligence and machine learning software are changing the landscape in many fields. Earlier today, one analysis found that the market size for deep learning was worth $51 billion in 2022 and it will grow to be worth $1.7 Amazon has a very good overview if you want to learn more.

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Aiding Architecture & Engineering Firms with Data-Driven Learning

Smart Data Collective

Individual companies are also finding ways to take advantage of data to foster learning. Using Big Data to Improve Learning in the Architecture and Engineering Field. Using Data Analytics to Promote Learning in The Construction Sector. Micro-learning Methodology.

Learning 331