Tagged articles

Data Evaluation

3 articles · Page 1 of 1

Aug 29, 2026 · Artificial Intelligence

Can AI Auto‑Generate the Semantic Layer? MotherDuck Shows the Real Asset

MotherDuck’s experiment demonstrates that AI agents can automatically construct a Malloy semantic layer, yet the layer does not improve answer accuracy or token efficiency compared with plain Markdown + SQL, and the study suggests that preserving evaluative business intent may be more valuable than the semantic model itself.

AI AgentsData EvaluationMalloy

0 likes · 13 min read

Can AI Auto‑Generate the Semantic Layer? MotherDuck Shows the Real Asset

DataFunTalk

May 28, 2023 · Artificial Intelligence

Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling

This article presents a comprehensive overview of using external data in consumer credit risk management, covering the risk operating framework, data types, challenges of data integration, evaluation methods, joint modeling techniques, and practical solutions to improve model performance and business outcomes.

Data EvaluationFinancial TechnologyRisk Modeling

0 likes · 18 min read

Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling

DataFunSummit

May 12, 2023 · Artificial Intelligence

Applying External Data in Consumer Credit Risk Management: Framework, Evaluation, and Joint Modeling

This article explains how external data can be integrated into consumer credit risk management, covering the credit risk operating framework, data types needed for acquisition, pre‑loan and post‑loan stages, evaluation methods, challenges of joint modeling, transfer‑learning solutions, and clustering strategies to improve model performance.

Data Evaluationconsumer lendingcredit risk

0 likes · 17 min read