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Know before you go: 6 lessons for enterprise GenAI adoption

CIO Business Intelligence

That quote aptly describes what Dell Technologies and Intel are doing to help our enterprise customers quickly, effectively, and securely deploy generative AI and large language models (LLMs).Many Despite rapid developments and improvements, open-source LLMs, while sophisticated, still have limitations.

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Gen AI without the risks

CIO Business Intelligence

Six tips for deploying Gen AI with less risk and cost-effectively The ability to retrain generative AI for specific tasks is key to making it practical for business applications. Don’t reinvent the wheel—start with a foundation model A business could invest in developing its own models for its unique applications.

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Inferencing holds the clues to AI puzzles

CIO Business Intelligence

As with many data-hungry workloads, the instinct is to offload LLM applications into a public cloud, whose strengths include speedy time-to-market and scalability. Inferencing funneled through RAG must be efficient, scalable, and optimized to make GenAI applications useful. Learn more about Dell Generative AI.

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The AI continuum

CIO Business Intelligence

AI’s broad applicability and the popularity of LLMs like ChatGPT have IT leaders asking: Which AI innovations can deliver business value to our organization without devouring my entire technology budget? It provides smart applications for translation, speech-to-text, cybersecurity monitoring and automation.

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Private 5G networks are sparking innovation at the edge

CIO Business Intelligence

For the enterprise, planning edge strategies and reaping their rewards is often a complex and challenging process, with myriad applications to deploy, a proliferation of hardware devices to manage, multiple data types and sources to integrate, and significant security risks to avoid. To learn more, visit us here.

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Your Generative AI strategy could use a startup’s touch

CIO Business Intelligence

Although it’s early days, as many as 75% of organizations reported quantified outcomes from GenAI projects, with 26% expecting productivity gains, according to a Dell Technologies survey of IT decision makers. But remember: As shiny a new toy as GenAI is, you want to build applications that bring value to employees and customers.

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5 ways to deploy your own large language model

CIO Business Intelligence

According to a September survey of IT decision makers by Dell, 76% say gen AI will have a “significant if not transformative” impact on their organizations, and most expect to see meaningful results within the next 12 months. The company primarily uses ChromaDB, an open-source vector store, whose primary use is for LLMs.