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Competitive Analysis Requires Benchmarking Your Own Company

Crayon

The real secret to success is combining those two knowledge sources – monitoring your own strategy alongside that of your competitors. This brings us to a concept called competitive benchmarking, which is critical to competitive analysis success. What is Competitive Benchmarking? Let’s start with the basics.

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When is data too clean to be useful for enterprise AI?

CIO

We’re trying to get the AI to have the same knowledge as the best employee in the business,” he says. A golden dataset of questions paired with a gold standard response can help you quickly benchmark new models as the technology improves. In the generative AI world, the notion of accuracy is much more nebulous.”

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Bridging the IT skills gap, Part 1: Assessing current strategies and introducing GenAI as a unified solution

CIO

These tools enable employees to develop applications and automate processes without extensive programming knowledge. Knowledge management: GenAI helps organize and retrieve organizational knowledge, making it easier for IT professionals to access the information they need to solve problems and learn new skills.

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5 top business use cases for AI agents

CIO

At the time, the best AIs couldnt pass the 5% mark on the SWE-bench, a challenging benchmark designed to see how well AI can solve real-world coding problems. The agents are used to making things easier for HR, he says, including tasks such as internal knowledge retrieval, tagging, and documenting, as well as other business processes.

Business 538
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LatticeFlow launches first comprehensive evaluation framework for compliance with the EU AI Act

CIO

Although it identifies six ethical principles, these haven’t been translated into codified benchmarks, and there have yet to be any concrete standards or recommendations issued. Top LLMs vary widely on benchmark performance Compl-AI said that all the models fared well in not following harmful instructions and not producing prejudiced answers.

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Leading the digital charge: Inspiring innovation and fostering a culture of excellence

CIO

Acknowledging the challenges of digital transformation Lack of precedence or an absence of suitable benchmarks for results could be limiting factors for a digitalization exercise. Controlled, coordinated and value-added experiments on modern technologies must be allowed for the teams to learn and gain knowledge from these findings.

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6 IT leadership organizations CIOs should consider joining

CIO

Many CIOs look outside their organizations to gain additional knowledge, grow their network , and strengthen their understanding of other industries, as well as domains outside of tech, observes Anjali Shaikh, US CIO program experience director for enterprise advisory firm Deloitte.

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