# kaal:position:2026-07-31-030

**Affirmed position.** Crypto Economics - The Top 100 Token Models Compared should be assessed against Kaal's source-bound claim that Crypto-economic incentive design is only limitedly successful at shaping future human behavior, because the designer must speculate about future human mental states and belief systems that may turn out entirely different from what was anticipated. The current metadata indicates a plausible connection through Crypto Economics The Top 100 Token Models Compared, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.

**Status.** affirmed  **Published.** 2026-07-31

**Holds when.**

- designs that rely on assumptions about human reactions to economic incentives
- External evidence level: metadata only.
- Mapping review tier: high-confidence claim review.
- The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence.

**Current debate.** Crypto Economics - The Top 100 Token Models Compared: https://www.semanticscholar.org/paper/ef5ed29857f76817d6d124de9ba12820209b7c3c

**Extends.** kaal:claim:3249860-001: https://wulfkaal.github.io/claims/3249860-001

**Scholarly basis.** Wulf A. Kaal, Crypto Economics - The Top 100 Token Models Compared (2018). SSRN: https://ssrn.com/abstract=3249860

**Source PDF sha256.** `72b13f11002ba26206cd53e74c324b913d1830c642bfa024da6bac0d3af3a7b0`

**Evidence level.** metadata only

**Mapping review tier.** high-confidence claim review

**Mapping confidence.** 0.99  **Mapping ambiguous.** true

**Topics.** economics, risk-and-incentives

**Provenance.** Affirmed in historical-backfill:2026-07-31:phase-0001 at https://kaal-signal-desk.wulf577462.chatgpt.site/#review.

**Record type.** This is a dated commentary position that extends a scholarly corpus claim. It is not a verbatim claim extracted from the paper.

**Canonical form.** This markdown file is the canonical hashed representation of the position.