Edit wiki/dense-info-generator.md — ideas

---
first_captured: 2026-03-21
sources:
- sources/ideaflow/2026-03-21_have-a-generator-of-a-dense-page-of.md
- sources/google-sheets-ideas.md
status: raw
tags:
- learning
- ai
- search
- software
title: dense info page generator
type: idea
updated: 2026-04-10
visibility: public-edit
---

# dense info page generator

generate a dense page of info to read up on any topic. "what should I know about networking?" — covers neuroscience, deploying apps, vibe coding, whatever the topic is. the output should have nuanced takes, valuable and actionable info, sources, high quality and stress-tested learnings from blog posts and YouTube, and strategies.

a key feature: a calibration system for reading level / technicality so the output matches your background. connects to the [[learning-suite|learning suite]] for the broader learning optimization vision and to the [[quality-search|quality content search]] for finding the good source material.

**spreadsheet evaluation:** tech depth 7/10, labeled [STRONG] ("RAG + quality scoring + calibrated output — interesting retrieval/ranking problem, could demo well").

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## timeline

- [2026-03-21] captured — dense info with calibrated technicality
- [2026-04-10] google sheets evaluation — tech depth 7/10, [STRONG] tier