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Insights from Amygdala

Thoughts on authority ranking, RAG pipelines, AI grounding, and building the Authority Index of the Internet.

Retrieval

Authority-First URL Retrieval: Finding the Best Sources Before You Search

Exa and Tavily search the web and hope they find the right expert. Amygdala starts from verified authorities and retrieves their content directly. The difference is fundamental.

3 April 2026·7 min read
LLM Training

How to Identify High-Quality LLM Training Data with Authority Signals

Most training pipelines treat all web data as equal. Authority signals change that. Learn how to use the Human Authority Index to filter for expert-produced content and improve model quality.

3 April 2026·8 min read
AI Engineering

How to Reduce LLM Hallucinations with Authority-Ranked Sources

LLMs hallucinate because they lack grounded data. Learn how authority-ranked expert sources can make your AI responses more accurate and trustworthy.

31 March 2026·6 min read
RAG

Building a RAG Pipeline with Trusted, Authority-Ranked Data

Your RAG pipeline is only as good as its data sources. Learn why authority-ranked expert data outperforms generic web search for AI applications.

31 March 2026·7 min read
GDPR

Why EU Companies Need a GDPR-Compliant AI Search API

Most AI search APIs are US-based. Using them means personal data crosses the Atlantic. Learn what this means for GDPR and how to stay compliant.

31 March 2026·6 min read
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