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/ 9 MIN READ

BIRD-Interact, explained: the conversational text-to-SQL benchmark

What is BIRD-Interact? BIRD-Interact is an independent benchmark that tests how well AI systems complete database tasks through conversation. It evaluates whether a system can clarify a vague request, explore the database schema, write correct…

Posted By: Ryan Siegler

/ 7 MIN READ

Self-Service Analytics Stalled Once. Will AI Stall It Again?

Executive summary Self-service BI stalled at about 25% of employees for more than a decade because the numbers didn’t agree, not because the tools were hard to use. AI chat makes asking easy again, but…

Posted By:

/ 7 MIN READ

Stop Writing Your Semantic Model. Start Reviewing It.

Executive summary AI tools, like AtScale’s CoModel, can now draft most of a semantic model, and that will change the data modeler’s job. Claude Sonnet 5, working through a semantic layer that AI generated and…

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/ 8 MIN READ

How to Achieve AI Accuracy: Buy the Foundation, Rent the Model

Executive summary AI leaderboard rankings measure a model working alone, on tasks that look little like your warehouse. On the 410 business questions in the BIRD-Interact benchmark, what sat under the model made a bigger…

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/ 7 MIN READ

Test the Math in Your AI Answers

Executive summary AI evals test what an answer says and how it says it. They rarely test whether the number inside it is right, and that number is what the business acts on. A wrong…

Posted By: Mark Palmer

/ 2 MIN READ

Data & Analytics News Roundup- May 7th

Happy May! It’s been a busy first week of the month for the AtScale team! In this Data & Analytics News Roundup, we share three AtScale news stories from TechTarget, AI TechPark and Dataversity. Keep…

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/ 2 MIN READ

Data & Analytics News Roundup- April 23rd

Welcome back to our weekly Data & Analytics News Roundup series for April 23rd! What stories have been on your radar? In this edition, we share our top picks. Before we get into this week’s…

Posted By: Kayla Chiara