# Honest evaluation

`kaal:entity:honest-evaluation`

**Status.** derived

This node is assembled mechanically from the 2 claims that carry the concept tag `honest-evaluation`. 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 1 works, 2026 to 2026.

**2026**

- [6244278-011](https://wulfkaal.github.io/claims/6244278-011) [mechanism/argued] -- Honest evaluation is the focal equilibrium strategy in validation pools because validators who evaluate honestly have the highest probability of aligning with other honest validators, with staking and slashing supplying economic enforcement.
  > honest evaluation is the focal equilibrium strategy because validators who evaluate honestly have the highest probability of aligning with other honest validators.
  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
- [6244278-028](https://wulfkaal.github.io/claims/6244278-028) [mechanism/evidenced] -- Under persistent reputation and multiplicative updates in the repeated game, honest evaluation is stronger than a one-shot focal point: it is the strategy that minimizes long-run regret for each validator and is the Nash equilibrium of the repeated expert aggregation game.
  > Honesty is the Nash equilibrium of the repeated expert aggregation game under multiplicative updates.
  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

## 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/honest-evaluation.md | sha256sum

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