validation

Perform Comprehensive Large Scale LLM Validation

and evaluations are critical to making sure robust, high-performing LLM applications. Nevertheless, such topics are sometimes ignored within the greater scheme of LLMs. Imagine this scenario: You could have an LLM query that replies...

Scene Understanding in Motion: Real-World Validation of Multimodal AI Integration

of this series on multimodal AI systems, we’ve moved from a broad overview into the technical details that drive the architecture. In the primary article, I laid the muse by showing how layered, modular design...

Change-Aware Data Validation with Column-Level Lineage

tools like dbt make constructing SQL data pipelines easy and systematic. But even with the added structure and clearly defined data models, pipelines can still develop into complex, which makes debugging issues and...

The State of Pentesting in 2025: Why AI-Driven Security Validation Is Now a Strategic Imperative

The 2025 State of Pentesting Survey Report by Pentera paints a striking picture of a cybersecurity landscape under siege—and evolving fast. This isn’t only a story about defending digital borders; it’s a blueprint of...

An LLM-Based Workflow for Automated Tabular Data Validation 

is an element of a series of articles on automating data cleansing for any tabular dataset: You'll be able to test the feature described in this text on your personal dataset using the CleanMyExcel.io...

Validation technique could help scientists make more accurate forecasts

Must you grab your umbrella before you walk out the door? Checking...

Free From Limitations: The Validation of Machine Hallucinations at MoMA

Similarly, there may be a two-way street describing the partnership between AI and humans. An argument might be made that digital art involves the addition of a number of extra technical skills to the...

Unleashing the Power of Multiple Timeseries Forecasting 📊💡 Create forecasts with Stats & ML methods. Stats Methods with StatsForecast ML Methods with MLForecast Forecast plots Validate Model’s Performance Plot CV Aggregate...

Predict sales for 50 different items at 10 different stores. 📈🛒Kaggle CompetitionStore Item Demand Forecasting ChallengeGoalPredict sales for 50 different items at 10 different stores. 📈🛒Python NotebookMultiple Timeseries Forecasting notebook is on the market...

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