BLEURT Explained: A Learned Metric for AI Text Quality
BLEURT, or Bilingual Evaluation Understudy with Representations from Transformers, is a reference-based, learned evaluation metric for natural language generation.
Duc Nguyen (Dwight) is a marketing executive at AIQuinta with a strong focus on B2B technology, enterprise AI and innovation-led growth.
BERTScore: Measuring Meaning in AI-Generated Content
BERTScore measures semantic similarity, but not factual truth. Learn how to use it in enterprise AI evaluation, set thresholds, and avoid false confidence.
BLEU Score Explained: What It Measures and Misses in AI
BLEU Score, short for Bilingual Evaluation Understudy, compares an agent output with one or more human reference outputs.
ROUGE Score Explained: Evaluating AI-Generated Summaries
A ROUGE (Recall-Oriented Understudy for Gisting Evaluation) score measures lexical overlap with reference summaries.
Evaluate Agent Summaries: Faithfulness, Coverage, Sources
Learn how to evaluate an AI summarization agent for faithfulness, coverage, source quality, citations, and production governance.
Summarize Long Documents with AI Agent: Chunking & Citations
Learn how an AI summarization agent uses chunking, citations, and validation to summarize long documents for trusted enterprise decisions.
Content Summarization Agent Skill: Inputs, Prompts, QA Checklist
Learn how a content summarization agent skill uses content inputs, prompt controls, and QA checks to produce reliable enterprise summaries.
Enterprise AI Adoption: The CEOs and Boards Gap
Enterprise AI adoption stalls when CEOs and boards align in theory but disagree on pace, ROI, and execution.
Data Extraction AI Agent: Building Extraction Pipelines
Learn how a data extraction AI agent should use extraction pipelines, ETL steps, retries, validation, and storage to turn messy documents into governed enterprise data.
PDF Data Extraction Agent: Parsing, Validation, Output
Why data extraction AI agents beat traditional parsing. Learn to extract PDF data and unlock enterprise value.