LLMs

Articles tagged with LLMs on Trustnoww.

The Shift Toward Retrieval-Augmented Generation: Architecture Implications

Examining the architectural shift from pure parametric models to retrieval-augmented generation, and what this means for trust and accuracy in AI systems.

Published: 2025-11-03

Gemini vs. Copilot: Comparative Analysis of Data Source Handling

A comparative study examining how Google's Gemini and Microsoft's Copilot handle data source attribution, with focus on accuracy and transparency.

Published: 2025-10-27

ChatGPT Citation Behavior Analysis: December 2024

Observational analysis of how ChatGPT handles source citations across different query types, including accuracy patterns and common failure modes.

Published: 2025-10-20

The Role of Structured Data in AI Retrieval Systems

How structured data formats like Schema.org markup influence AI retrieval systems and what this means for content discoverability in the age of generative search.

Published: 2025-10-13

Data Governance Frameworks in the Age of Generative AI

Examining how traditional data governance frameworks must evolve to address the unique challenges posed by generative AI systems, including data lineage, quality assurance, and compliance.

Published: 2025-10-06

How LLMs Evaluate Source Authority: A Technical Overview

An analysis of the mechanisms large language models use to assess source credibility, including citation patterns, domain authority signals, and content consistency checks.

Published: 2025-09-29