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Knowledge graphs: the missing link in enterprise AI

CIO Business Intelligence

In June 2023, Gartner researchers said, data and analytics leaders must leverage the power of LLMs with the robustness of knowledge graphs for fault-tolerant AI applications. Their tool, Graph RAG, makes it easier for companies to use knowledge graphs as part of their retrieval augmented generation (RAG) implementations.

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Beyond human identities: Cybersecurity’s blind spot in the age of AI agents

CIO Business Intelligence

With these privileges, if bad actors compromise the agent, they could delete records, drop entire databases, take over applications and execute a serious data breach, says Phil Calvin, chief product officer at Delinea. Restrict access only to the data sources the agent needs to accomplish its tasks.

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VMware Cloud Foundation gains AI model store, other updates

Network World

Since then, AI vendors leapfrogged one another in capabilities and features, and a multitude of open-source models hit the scene, offering lower cost or more specialized alternatives. A new memory tiering capability will speed up data-intensive applications such as AI, databases and real-time analytics.

Vmware 394
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The trick to better answers from generative AI

CIO Business Intelligence

For example, as query assistants, generative AI tools can help customers better navigate an extensive product knowledge base using a simple question-and-answer format. Evaluating questions is a step typically missed in so-called RAG (retrieval augmented generation) applications, Gunasekara notes. Generative AI

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Nvidia forges healthcare partnerships to advance AI-driven genomics, drug discovery and more

Network World

Healthcare has the most significant upside, particularly in patient care, among all the industries applicable to AI. The partnership will accelerate trial execution while reducing administrative burdens by deploying AI agents to transform complex workflows and turn IQVIAs database into a knowledge base.

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Your Generative AI strategy could use a startup’s touch

CIO Business Intelligence

Marketing departments may find ways to make information housed in knowledge-based articles and other content more easily discoverable. Maybe you deployed applications on public cloud platforms poorly or built homegrown telemetry without establishing the proper parameters. Can you enrich your current digital assistant with GenAI?

Strategy 319
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5 methods to adopt responsible generative AI practice at work

CIO Business Intelligence

The rise of cloud platforms and module repositories means that writing modern applications is as much about gluing together components and APIs, refactoring existing code, optimizing environments, and orchestrating pipelines as it is about coming up with algorithms. Code assistants aren’t just for pro developers, either.

Tools 278