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With generative AI, IT must deliver knowledge…not just technology

CIO

As a result, knowledge workers can create content, low- and no-code solutions are more accessible, and team members from every layer of the organization have broader options for getting work done. What IT can do to train, educate, and share knowledge around GenAI How can IT organizations play an active part in educating users?

Knowledge 767
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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 487
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Innovating Services for a Digital, Intelligent Future

CIO

At the same time, Artificial Intelligence (AI) is quickly becoming recognised as a keystone for future growth. Tackling the challenges of intelligent transformation However, many organisations continue to struggle with tight budgets, resistance to change, and perennial shortages of skill sets and staff.

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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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Generative AI: now is the time to ‘learn by doing’

CIO

ChatGPT has been proven to deliver double-digit gains in speed and quality for knowledge workers (even when just used “off the rack.” ) Generative AI can already outperform medical doctors head to head on high-quality and empathic answers to patient questions. Artificial Intelligence, Machine Learning

Learning 800
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Pace of Tech Demands a Smarter Learning Approach. Bring On Community-Driven Learning

CIO

Companies typically face three big problems in managing their skills base: Normal learning approaches require too much time to scale up relevant knowledge. Other companies try to jump-start knowledge by bringing in consultants, but this risks only temporarily plugging the gaps. A fresh approach is needed.

Learning 492
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Optical technology enabling the growth of artificial intelligence

CIO

Artificial intelligence (AI) has a pivotal role to play. Consider asynchronous distributed learning, in which AI systems in diverse domains collaborate and share knowledge. Learn more about IOWN here. The only certainty is change. The answer? The expectations and demands placed on AI are highly relevant to IOWN.