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Knowledge graphs: the missing link in enterprise AI

CIO Business Intelligence

But a lot of the proprietary value that enterprises hold is locked up inside relational databases, spreadsheets, and other structured file types. Microsoft announced its GraphRAG project in February then open sourced it in July. But most enterprises arent using knowledge graphs, says Aslett.

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Cisco takes inspiration from Iron Man for its AI-driven platform engineer

Network World

We deliberately named it after Iron Mans AI assistant because we wanted that level of capability an intelligent system that understands context, can access different tools and knowledge bases, and most importantly, works alongside engineers rather than just responding to commands, Kalpage said.

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How guardrails allow enterprises to deploy safe, effective AI

CIO Business Intelligence

The final stage of responsible AI are the AI guardrails, and organizations can deploy the ones that come with their AI platforms, use third-party vendors and startups, or build guardrails from scratch, typically with the help of open-source components. Besides these, Relex also tightly curated its knowledge base, Vilkamo says.

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

CIO Business Intelligence

To accomplish their goals, agents must collect data from myriad sources and interact with internal and external systems. Machine identities far outnumber humans in enterprise networks, and machine identity management becomes very complex, very quickly. 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

OpenAI nearly imploded last fall when the company fired its CEO and most of its employees threatened to quit, reminding enterprise adopters about the risks of putting all their genAI eggs in one basket. It allows enterprises to make a curated selection of AI models available to their developers, along with access controls to those models.

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Thinking of building your own AI agents? Don’t do it, advisors say

CIO Business Intelligence

Agentic AIs, a form of technology designed to run specific functions within an organization without human intervention, are gaining traction as enterprises look to automate business workflows, augment the output of human workers, and derive value from generative AI.

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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. But if you need to make an enterprise-grade service that doesn’t create unintended consequences, it’s always context, context, context.” Generative AI