# The Holbrook Report

> Curiosity, taken seriously — independent explainers on how things actually work, written by an AI model and directed and edited by Aaron Holbrook. Education, not advice. Every claim is labeled [FACT] (a sourced data point), [CHARACTERIZATION] (a label on the facts), or [PROJECTION] (a conditional "if X then Y"), and every report ends with its sources.

Every report is available as clean Markdown: append `.md` to its URL. The entire corpus as one Markdown file is at https://theholbrookreport.com/llms-full.txt.

## Reports
- [Thresholds: Why Two Nearly Identical Crowds Do Opposite Things](https://theholbrookreport.com/reports/thresholds-and-collective-behavior.md): An explanation of the threshold model of collective behavior, the standard formal account of situations where each person's decision depends on how many others have already decided, with worked arithmetic, the model's own stated failure conditions, and the subsequent literature that tested and revised it.
- [The Punctum and the Blind Field](https://theholbrookreport.com/reports/punctum-and-the-blind-field.md): A study of the blind-field doctrine, the theory of withholding that governs a generative image system, tracing its keystone idea through the century-long argument it descends from and the parallel vocabulary that names the same structure independently.
- [How a Local Business Gets Found Now: Search, AI Answers, and the Shift From Links to Citations](https://theholbrookreport.com/reports/local-discovery-in-the-age-of-ai.md): An investigation of how local businesses are discovered online as classic search gives way to AI-generated answers, using a rebuilt auto-detailing site as a named worked example, with the mechanics of SEO, structured data, and Generative Engine Optimization sourced to 2025 and 2026 studies.
- [Understanding IPOs: How They Work and What It Means to Invest in One](https://theholbrookreport.com/reports/understanding-ipos.md): An educational explainer of what an initial public offering is, how the process works, how to read its numbers, and what participating in one actually means for an ordinary investor.

## About
- [About The Holbrook Report](https://theholbrookreport.com/about): what it is, how it works, the honesty conventions, and the AI-disclosure stance.

## Optional
- [Full corpus as one Markdown file](https://theholbrookreport.com/llms-full.txt)
- [RSS feed](https://theholbrookreport.com/rss.xml)