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Getting specific with GenAI: How to fine-tune large language models for highly specialized functions

CIO

Large language models (LLMs) are hard to beat when it comes to instantly parsing reams of publicly available data to generate responses to general knowledge queries. The key to this approach is developing a solid data foundation to support the GenAI model.

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3 ways Generative AI is transforming the retail industry

CIO

Generative artificial intelligence (GenAI) tools such as Azure OpenAI have been drawing attention in recent months, and there is widespread consensus that these technologies can significantly transform the retail industry. How can Generative AI speed innovation in retail?

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Understanding Bias in Artificial Intelligence

TechFides Blog

With the mad rush to apply Artificial Intelligence capability to almost every square inch of our daily lives, it is absolutely critical to be cognizant of the types of bias that are inherent in the existing AI models. ” Consider your experience with information on the internet over the past 25-30 years.

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How to build an intelligent enterprise

CIO

Artificial intelligence (AI) will have a direct impact on your business sometime soon. Forward-thinking organizations are already preparing for a phenomenon known as hyperautomation , a subset of digital transformation that uses intelligent automation to improve business processes. Obtain buy-in from top leadership.

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Ethics of generative AI: To be innovative, you must first be trustworthy

CIO

Over the past year, generative AI – artificial intelligence that creates text, audio, and images – has moved from the “interesting concept” stage to the deployment stage for retail, healthcare, finance, and other industries. Read on for his thoughts. But trust can be lost in an instant.

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Should you build or buy generative AI?

CIO

But many organizations are limiting use of public tools while they set policies to source and use generative AI models. As so often happens with new technologies, the question is whether to build or buy. A general LLM won’t be calibrated for that, but you can recalibrate it—a process known as fine-tuning—to your own data.

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IT leaders look beyond LLMs for gen AI needs

CIO

With the generative AI gold rush in full swing, some IT leaders are finding generative AI’s first-wave darlings — large language models (LLMs) — may not be up to snuff for their more promising use cases. With this model, patients get results almost 80% faster than before. It’s fabulous.”