# Capture resistance

`kaal:entity:capture-resistance`

**Status.** derived

This node is assembled mechanically from the 2 claims that carry the concept tag `capture-resistance`. 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

2 claims across 2 works, 2024 to 2026.

**2024**

- [4855607-034](https://wulfkaal.github.io/claims/4855607-034) [mechanism/argued] -- Distributing governance across all participants prevents any single entity from dominating decision making, and because model or training changes then require consensus, the resulting decisions reflect collective rather than individual interest.
  > By distributing governance across all participants, the proposed web3 community governance system ensures that no single entity can dominate the decision-making process. This structure promotes the alignment of incentives since changes to the model or the training process require consensus
  Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4855607

**2026**

- [6655138-023](https://wulfkaal.github.io/claims/6655138-023) [design/argued] -- Validators on the cross-surface reflection surface must hold non-trivial reputation in at least three of the prior five surfaces, so that they have first-hand cross-surface experience and cannot be captured by any single-surface specialization.
  > Validators are drawn from a pool that requires non-trivial reputation in at least three of the prior five surfaces, ensuring that validators on Σ_R have first-hand cross-surface experience and cannot be captured by any single-surface specialization.
  Wulf A. Kaal, Possibility Loops An Operational Architecture for Computative Economics in Agent Coordination Systems (2026). SSRN: https://ssrn.com/abstract=6655138

## 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/capture-resistance.md | sha256sum

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