The record
The record
Notes on research, sources, and what a citation is allowed to mean.
A citation is a promise. These notes are about keeping it.
01Notes
- AI-led expert calls vs transcript libraries: what investors actually buy
How AI-led expert calls differ from human-led calls and transcript search, and when a source-backed research agent fits instead of an expert network.
- Cited AI for association members: standards, handbooks, and when a chatbot isn’t enough
How trade associations get member answers from standards and handbooks with sources attached, and when a research workflow fits better than a portal FAQ bot.
- How do you use AI on a sensitive dataset without sending raw rows?
A member file, a FOIA dump, or a book is not a prompt. Raw rows can stay private. The model sees schema and aggregates. Nothing auto-starts.
- Why do AI deep-research reports cite URLs that don’t exist?
Deep-research agents cite more URLs than search-augmented models, and hallucinate more of them. A citation is a promise that the page exists.
02The door