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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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The Race For Data Quality in a Medallion Architecture

DataKitchen

For example, if data about online customer interactions is delayed due to source system lags, the Gold layer’s customer segmentation analysis may fail to reflect recent behavior, leading to irrelevant or poorly targeted campaigns. Data Drift Checks (does it make sense): Is there a shift in the overall data quality?

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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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Escaping POC Purgatory: Evaluation-Driven Development for AI Systems

O'Reilly on Data

Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. What breaks your app in production isnt always what you tested for in dev! The way out?

Testing 174
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How IT leaders use agentic AI for business workflows

CIO Business Intelligence

Wereinfusing AI agents everywhereto reimagine how we work and drive measurable value. An AI briefer could inform a sales pipeline review process, for instance, or an AI trainer could simulate customer interactions as part of an onboarding program, he adds. One area is personalizing on-page digital interactions.

IT 132
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12 AI predictions for 2025

CIO Business Intelligence

Plus, they can be more easily trained on a companys own data, so Upwork is starting to embrace this shift, training its own small language models on more than 20 years of interactions and behaviors on its platform. The company says it can achieve PhD-level performance in challenging benchmark tests in physics, chemistry, and biology.

ROI 141
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Top 10 Management Reporting Best Practices To Create Effective Reports

datapine

Managerial reports use a lot of the same data as financial reports, but presented in a more useful way, for example via interactive management dashboards. State-of-the-art online dashboard software allows you to easily build interactive dashboards in no time that will become your best asset when you’ll need to convey your information.

Reporting 263