arrow-information-paradox

Solid

Diagnoses the buyer/seller deadlock in any trade of information — the buyer cannot value what they cannot see, but once they see it they have it for free — and selects the disclosure mechanism (patent, NDA, staged disclosure, trusted intermediary + escrow, reputation, or proxy demonstration) that lets the buyer estimate value WITHOUT the seller losing appropriability. Activate when: user must sell, license, or pitch information/technology/know-how and asks 'how much do we reveal before they'll pay', 'how do we prove it works without giving it away', 'should we patent this or keep it secret', 'they want to see the code/formula/method before signing', 'how do we let a buyer value our tech in due diligence without leaking it', or describes an M&A/VC/licensing/consulting deal where the thing being sold IS the information. Do NOT activate when: the good has no information-appropriability problem (a commodity, a physical product that can be inspected without transferring the design); the information is already publ

AI & Automation 3 stars 0 forks Updated yesterday MIT

Install

View on GitHub

Quality Score: 79/100

Stars 20%
20
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# Arrow's Information Paradox ## Overview You have something valuable to sell — a technology, a formula, a method, a dataset, a research result. A buyer wants to know what it is worth before paying. But to judge its worth, they must know what it *is*. And the moment they know what it is, they have already received it — for free. You have nothing left to sell. This is **Arrow's information paradox**, stated by Nobel laureate Kenneth J. Arrow in 1962: > "there is a fundamental paradox in the determination of demand for information; its value for the purchaser is not known until he knows the information, but then he has in effect acquired it without cost." > — Kenneth J. Arrow (1962), *Economic Welfare and the Allocation of Resources for Invention* Arrow traced the paradox to three problematic properties that make information behave unlike an ordinary good. It is **indivisible** — you cannot sell a fractional peek that conveys proportional value; the useful unit is often the whole thing. It is **inappropriable** — once disclosed it is non-excludable and non-rivalrous; the buyer's use does not diminish yours, and you cannot easily stop them (or others) from using it without paying. And it is subject to **uncertainty** — neither party knows in advance what the information will be worth, and the seller cannot credibly resolve that uncertainty for the buyer without dissolving the sale. The whole discipline of this skill is the executable move that follows: *choose the mechanism ...

Details

Author
deciqAI
Repository
deciqAI/knowledge-skills
Created
1 months ago
Last Updated
yesterday
Language
Python
License
MIT

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Listed

costly-signaling

Why expensive, wasteful, effortful, or self-deprecating actions build trust and desire — Rory Sutherland on signalling. Use when the problem is credibility or desirability rather than meaning: the user asks 'why don't people trust us', 'how do we look more credible/committed/premium', 'is our guarantee/warranty worth it', 'should we spend on brand advertising', 'how do we justify a higher price', or wonders why a cheaper-looking competitor wins. Covers costly signals (advertising spend, guarantees, over-delivery), price-as-quality-signal (Veblen goods), and the Pratfall Effect (admitting a real flaw to gain trust). Inspired by Rory Sutherland's *Alchemy*. Routed to from psycho-logic. 日本語の相談(「信頼されない」「安心してもらえない」「強気な価格で売りたい」「広告費に意味はある?」)にも使う。中文咨询(“不被信任”“想以高价出售”“广告费有意义吗?”)也适用。

2 Updated 1 weeks ago
meikocho1
AI & Automation Listed

anchoring

Activate when: user says 'what's a fair price / starting number / ballpark'; counterparty just opened with a number; user is about to negotiate salary, valuation, or deal terms; user is making a forecast and a number has already been floated; user asks about 'first offer', 'framing effect', or 'being anchored'. Do NOT activate when: the number in question is a verifiable data point (audited financials, confirmed comparable) and is genuinely informative; or the decision is so trivial that the economic impact of anchoring is negligible. More: deciqai.com/s/anchoring

3 Updated yesterday
deciqAI
AI & Automation Listed

contrarian-question

Activate when: user says 'contrarian question,' 'the Thiel question,' 'what important truth do very few people agree with you on,' 'is this actually contrarian,' or 'what valuable company is nobody building'; user is drafting or stress-testing a startup thesis, pitch 'secret,' or investment view that claims to be non-consensus; user is preparing for an interview or pitch where they must defend an unpopular claim; user suspects their bold-sounding claim is really consensus in edgy clothing. Do NOT activate when: the user needs the broader portfolio-level discipline of hunting for edges across many bets (use non-consensus-thinking instead); the claim is a matter of taste or values with no evidence path to being right or wrong; the user wants validation or applause for a provocative take rather than a gate that might fail it. More: deciqai.com/s/contrarian-question

3 Updated yesterday
deciqAI