Writing ยท AI / Automation / Tech

2025-11-30
Your AI Summaries Are Either Too Short and Useless or Long and Bloated ๐—–๐—ต๐—ฎ๐—ถ๐—ป ๐—ผ๐—ณ ๐——๐—ฒ๐—ป๐˜€๐—ถ๐˜๐˜†: ๐—›๐—ผ๐˜„ ๐˜๐—ผ ๐— ๐—ฎ๐—ธ๐—ฒ ๐—”๐—œ ๐—ง๐—ต๐—ถ๐—ป๐—ธ ๐—•๐—ฒ๐˜๐˜๐—ฒ๐—ฟ ๐—ช๐—ถ๐˜๐—ต๐—ผ๐˜‚๐˜ ๐—ช๐—ฟ๐—ถ๐˜๐—ถ๐—ป๐—ด ๐— ๐—ผ๐—ฟ๐—ฒ Many AI summaries have the same problem: Theyโ€™re either too short and useless or long and bloated. Chain of Density solves that. It forces the AI to compress and sharpen at the same time. You get higher insight per word, not more words. I ran it on a 48-page Harvard housing report (screenshots below). Three passes. Same word count. Each round gets denser, more specific, more useful. Itโ€™s a powerful thinking tool, a way to force clarity in your memos, deals, reports, SOPs, and decisions. Executives rarely need more information. They need compression without losing context. Chain of Density gives you: โ€ข Faster decision inputs โ€ข Cleaner research summaries โ€ข Deal briefs that donโ€™t hide the risk โ€ข Team reporting that stays useful โ€ข No more โ€œlong to look smartโ€ documents It exposes the essence. It forces the model to pick what matters. Drop it anywhere you need clarity fast: โ€ข Investor updates โ€ข Market research โ€ข Competitive analysis โ€ข Financial reviews โ€ข PDF reports โ€ข SOPs and training manuals โ€ข Meeting transcripts โ€ข Real estate underwriting packages โ€ข Operations summaries โ€ข Legal agreements ๐—ง๐—ต๐—ฒ ๐—˜๐—ซ๐—”๐—–๐—ง ๐—ฆ๐—ฌ๐—ก๐—ง๐—”๐—ซ ๐—ง๐—ข ๐—ฅ๐—จ๐—ก ๐—–๐—›๐—”๐—œ๐—ก ๐—ข๐—™ ๐——๐—˜๐—ก๐—ฆ๐—œ๐—ง๐—ฌ This gives you the framework for the prompting method - you can adjust the length, focus, etc. of the output to fit your specific situation. โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€”โ€” EXECUTIVE CHAIN OF DENSITY (CoD) You will perform a 3-pass Chain of Density analysis on the provided document. Increase information density without increasing length. PASS 1 โ€” Sparse (50 words max) Give only the core point. Strip to bone. PASS 2 โ€” Denser (same word count as Pass 1) Add concrete specifics: numbers, names, dates, locations, metrics. Replace vague terms with real entities. PASS 3 โ€” Densest (same word count) Add the missing pieces: risks, conflicts, drivers, constraints, leverage points. Rules: โ€ข Same word count every pass โ€ข Replace abstractions with facts โ€ข No fluff, no adjectives, no filler โ€ข Prioritize: People, Events, Metrics, Decisions, Risks After Pass 3, list the 10 most important specifics that were missing before CoD. ________________________________________________________________
AI / Automation / TechCapital / Finance / InvestingOperations / Property ManagementHiring / People / LeadershipMindset / Mental Models / Decision MakingReal Estate (general)

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