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Beyond “Prompt and Pray”

O'Reilly on Data

This distinction is critical because the challenges and solutions for conversational AI are unique to systems that operate in an interactive, real-time environment. But it harbors serious issues that become apparent at scale: Unreliability Every interaction becomes a new opportunity for error. Its quick to implement and demos well.

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CIOs view cost management as possible AI value killer

CIO Business Intelligence

Ninety percent of CIOs recently surveyed by Gartner say that managing AI costs is limiting their ability to get value from AI. Gartner’s prediction that CIOs can underestimate AI costs by 1,000% should be a wake-up call to CIOs to figure out how to measure and prioritize the AI projects that can provide value , Miller says.

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Get Started With Interactive Weekly Reports For Performance Tracking

datapine

This is where interactive weekly reports come into the picture. Powered by interactive visualizations, managers use these reports to outline the progress of the week and find improvement opportunities for the future. We will see these interactive reports in action throughout the post. What Is A Weekly Report?

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Top 10 Management Reporting Best Practices To Create Effective Reports

datapine

Management reporting is a source of business intelligence that helps business leaders make more accurate, data-driven decisions. In this blog post, we’re going to give a bit of background and context about management reports, and then we’re going to outline 10 essential best practices you can use to make sure your reports are effective.

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Managing risk in machine learning

O'Reilly on Data

Model lifecycle management. Fortunately, a recent survey paper from Stanford— A Critical Review of Fair Machine Learning —simplifies these criteria and groups them into the following types of measures: Anti-classification means the omission of protected attributes and their proxies from the model or classifier. Data Platforms.

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Relativity reaps the rewards of automated access management

CIO Business Intelligence

This award-winning access management project uses automation to streamline access requests and curb security risks. Access management is crucial in the legal world because cases depend on financial records, medical records, emails, and other personal information. For its access management project, Relativity earned a 2024 CSO Award.

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Managing machine learning in the enterprise: Lessons from banking and health care

O'Reilly on Data

After the 2008 financial crisis, the Federal Reserve issued a new set of guidelines governing models— SR 11-7 : Guidance on Model Risk Management. Note that the emphasis of SR 11-7 is on risk management.). Model risk management. Risk-control staff take care of risk measurement, limits, monitoring, and independent validation.