marktechpost

A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...
Search Engine Land

Stop guessing, start testing: The hypothesis-driven SEO approach

When it first became clear that clicks and user behavior influence rankings, many in the SEO industry dismissed it – until it became widely accepted. Today, the SEO vs. GEO debate is sparking similar ...
PNAS

Identifying direct risk factors in UK Biobank via simultaneous Bayesian-frequentist model-averaged hypothesis testing using Doublethink

Understanding what causes disease is key to improving its treatment and prevention. Large health studies like UK Biobank measure thousands of possible causes of disease. Traditionally, scientists have ...
Los Angeles Times

Gov. Newsom proposes ‘asset test’ for low-income and disabled Medi-Cal applicants. What does that mean?

Facing higher healthcare costs, Gov. Gavin Newsom is proposing adding an “asset test” for applicants for Medi-Cal and In-Home Supportive Services. The test would mean Californians would not be ...
Scientific Research Publishing

Roustaei, N. (2024) Application and Interpretation of Linear-Regression Analysis. Medical Hypothesis Discovery and Innovation in Ophthalmology, 13, 151-159.

ABSTRACT: Road traffic accidents are one of the global safety and socioeconomic challenges. According to WHO (2024), it has caused over 1.19 million annual fatalities. It is also projected to cause ...
IEEE

Exponentially Consistent Outlier Hypothesis Testing for Continuous Sequences

Abstract: In outlier hypothesis testing, one aims to detect outlying sequences among a given set of sequences, where most sequences are generated i.i.d. from a nominal distribution while outlying ...