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

CIO

The challenge, as many businesses are now learning the hard way, is that simply applying black box, off-the-shelf LLMs, like a GPT-4, for example, will not deliver the accuracy and consistency needed for professional-grade solutions. The key to this approach is developing a solid data foundation to support the GenAI model.

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How Custom Healthcare Software Development Can Help Hospitals

Sunflower Lab

Shockingly, researchers found that about one in three orders for drugs to which a patient had a known allergy slipped through due to improper handwritten note taking and incorrect filing. Read on to learn about how custom software can help hospitals save time, avoid mistakes, achieve scalability, stay secure, and provide care on the go.

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Should you build or buy generative AI?

CIO

For generative AI, that’s complicated by the many options for refining and customising the services you can buy, and the work required to make a bought or built system into a useful, reliable, and responsible part of your organization’s workflow. Since the release of ChatGPT last November, interest in generative AI has skyrocketed.

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Automating the Automators: Shift Change in the Robot Factory

O'Reilly Media - Ideas

You might say that the outcome of this exercise is a performant predictive model. What would you say is the job of a software developer? A layperson, an entry-level developer, or even someone who hires developers will tell you that job is to … well … write software. Pretty simple. But deep down it’s about the purpose of software.

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Objectively Measuring Code Quality

CodeSignal

Let’s start by reviewing some common assessment-related challenges that many tech companies struggle with. Unfortunately, most off-the-shelf coding templates fail to assess a developer’s understanding and proficiency with their daily responsibilities. “All of the software engineering candidates seem equally qualified.

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Objectively Measuring Code Quality

CodeSignal

Let’s start by reviewing some common assessment-related challenges that many tech companies struggle with. Unfortunately, most off-the-shelf coding templates fail to assess a developer’s understanding and proficiency with their daily responsibilities. “All of the software engineering candidates seem equally qualified.

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Exploring the Process Automation Map

Bernd Rucker

I recommend reviewing the introduction to the process automation map first. But more often, the uniqueness simply comes from a unique set of IT systems , typically because of existing legacy systems. Earlier this year, I introduced the idea of the process automation map. Let’s explore these dimensions one by one.