IEEE

Context-Aware Retrieval Augmented Generation Using Similarity Validation to Handle Context Inconsistencies in Large Language Models

Abstract: Large Language Models (LLMs) have transformed natural language processing by offering human-like responses. However, issues such as incorrect information (hallucinations) and errors in ...
marktechpost

How to Build Production-Grade Data Validation Pipelines Using Pandera, Typed Schemas, and Composable DataFrame Contracts

Schemas, and Composable DataFrame ContractsIn this tutorial, we demonstrate how to build robust, production-grade data validation pipelines using Pandera with typed DataFrame models. We start by ...
IEEE

A Comparative Study of Validation Methods for Sensor-Based Human Activity Recognition Using Deep Learning Models

Abstract: With the rise of wearable sensors and smart devices, human activity recognition (HAR) has become a vital research area in ubiquitous computing. Although many studies report high accuracy ...
Hacker

Prompt Engineering for Architects: Using LLMs to Validate System Design Constraints

I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven enterprise solutions that integrate LLM. I am a Senior Member of Technical Staff at Salesforce, where I build AI-driven ...
The New York Times

Next Time You Consult an A.I. Chatbot, Remember One Thing

Chatbots want to be your friend, when what you really need is a neutral perspective. By Simar Bajaj Emily Willrich, 23, and her roommate had found the perfect apartment: spacious, reasonably priced ...
The Lancet

Discovery and validation of biomarkers for Parkinson’s disease from human cerebrospinal fluid using mass spectrometry-based proteomics analysis

aNeuroregeneration and Stem Cell Programs, Institute for Cell Engineering, The Johns Hopkins University School of Medicine, Baltimore, MD, USA bDepartment of Neurology, The Johns Hopkins University ...
Healthcare IT News

Epic's AI validation 'cookbook' helps health systems review models' performance

There is often a disconnect between the intended functionality of an artificial intelligence model and its actual functionality once it's integrated into healthcare workflows. Epic has developed an ...
C&EN

Food Dye HPLC-DAD Method Analytical Validation: Precision and Reliability Studies, Optimized Using the Box–Behnken Experimental Design

Laboratory of Materials, Processes, Catalysis, Agri-Food, and Environment, Higher School of Technology, Sidi Mohammed Ben Abdellah University, Fez 30000, Morocco Laboratory of Materials, Processes, ...
Carnegie Institution for Science

Using remote sensing to detect, validate, and quantify methane emissions from California solid waste operations

Solid waste management represents one of the largest anthropogenic methane emission sources. However, precise quantification of landfill and composting emissions remains difficult due to variety of ...
National Bureau of Economic Research

Using Containers for Analysis Validation at Scale

I describe past experience with the validation server process over 10 years and several hundred users, as a means to provide proxy access to confidential data. As a modern replacement, I propose the ...