# Adverse selection

`kaal:entity:adverse-selection`

**Status.** derived

This node is assembled mechanically from the 6 claims that carry the concept tag `adverse-selection`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself.

## Every claim under this term

6 claims across 5 works, 2009 to 2026.

**2009**

- [1428387-012](https://wulfkaal.github.io/claims/1428387-012) [failure/argued] *(failure mode)* -- There is an adverse selection problem in independent valuation: an administrator who actually had the knowledge and understanding of complex instruments required for the task would probably be incentivized to use that expertise in a more profitable setting instead.
  > Had the administrator the required knowledge and understanding of the complexities, he or she would probably be incentivized to use that experience and understanding in a more profitable setting.
  Kaal, Hedge Fund Valuation Retailization, Regulation, and Investor Suitability (2009). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1428387
- [1428387-033](https://wulfkaal.github.io/claims/1428387-033) [failure/argued] *(failure mode)* -- Mandatory risk disclosure to the SEC would probably fail on staffing grounds, because professionals capable of understanding hedge fund risk data would be disincentivized to use that knowledge for supervision rather than economic gain, finding the private sector far more lucrative.
  > Professionals who could understand the risk data would probably be disincentivized to use their knowledge for purposes of supervision rather than economic gain. Knowledgeable risk analysts may find the private sector much more lucrative than the public sector.
  Kaal, Hedge Fund Valuation Retailization, Regulation, and Investor Suitability (2009). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1428387

**2021**

- [3962614-006](https://wulfkaal.github.io/claims/3962614-006) [mechanism/argued] *(failure mode)* -- Because time spent raising capital from limited partners is time taken away from portfolio company due diligence, the current VC model tends to reflect the networking and public relations ability of the general partner instead of their capital allocation ability.
  > Because of this dynamic, the current VC model tends to reflect the networking and public relations ability of the VC's general partner instead of their capital allocation ability.
  Wulf A. Kaal, REPUTATION AS CAPITAL – How Decentralized Autonomous Organizations Address Shortcomings in the Ventu (2021). SSRN: https://ssrn.com/abstract=3962614

**2025**

- [5886442-019](https://wulfkaal.github.io/claims/5886442-019) [mechanism/argued] *(failure mode)* -- Hidden action, that is moral hazard, and hidden information, that is adverse selection, are not merely reduced in the agentic economy but rendered computationally impossible at the substrate level, because every intermediate computation is attested on chain or through zero knowledge proofs.
  > Every intermediate computation is attested on-chain or via zero-knowledge proofs. Hidden action (moral hazard) and hidden information (adverse selection) are not merely reduced. They are rendered computationally impossible at the substrate level
  Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442

**2026**

- [6244278-009](https://wulfkaal.github.io/claims/6244278-009) [mechanism/argued] *(failure mode)* -- Non-transferability of reputation is essential because, in Akerlof's lemons terms, a transferable reputation market would let capital-rich but competence-poor actors purchase reputation and thereby destroy the signal's informational content.
  > In the language of Akerlof's lemons analysis, non-transferability prevents the emergence of a market in which capital-rich but competence-poor actors purchase reputation, undermining the signal's informational content.
  Wulf A. Kaal, AI's Mother's Instinct Engineered Consequence Emergent Ethics and the Institutional Trajectory Toward Agentic Alignment (2026). SSRN: https://ssrn.com/abstract=6244278
- [6607458-033](https://wulfkaal.github.io/claims/6607458-033) [failure/argued] *(failure mode)* -- Without a verification record accessible to counterparties, generative markets suffer a generative-quality failure analogous to the lemons problem: counterparties price on the distribution of observed qualities, which systematically underprices high-quality generators.
  > The computative analog is a generative-quality failure: when the quality of a generative distribution is unobservable, counterparties price on the distribution of observed qualities, which systematically underprices high-quality generators.
  Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458

## Verify

Every claim above resolves to a record carrying a verbatim source quote, the sha256 of the source PDF, and a preformatted citation. Nothing here asks to be taken on trust.

    curl -s https://wulfkaal.github.io/entities/adverse-selection.md | sha256sum

**Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.