# kaal:claim:7322599-001

**Claim.** The paper's claims were stress-tested in a nineteen-round adversarial protocol in which three frontier language models, under the author's direction, alternately attempted to identify counterexamples, algebraic errors, and overstatements; the surviving statements are those neither system broke.

**Type.** methodological  **Support.** asserted

**Holds when.**

- the audit protocol is neither peer review nor a substitute for complete formal proofs

**Source quote.**

> After the author’s initial formulation, the claims below were stress- tested in a nineteen-round adversarial protocol in which three frontier language models (Claude, Grok and Codex), under the author’s direction, alternately attempted to identify counterexamples, algebraic errors, and overstatements. The surviving statements are those that neither system broke, and the audit trail is preserved in the author’s research archive.

**From.** Wulf A. Kaal, *Refundable Stake Does Not Expand Deterrent Capacity in Long-Lived Delegation: Collateral, Premia, and Pseudonymous Markets* (2026), Nature and scope of claims, page 1

**Cite as.** Wulf A. Kaal, Refundable Stake Does Not Expand Deterrent Capacity in Long-Lived Delegation: Collateral, Premia, and Pseudonymous Markets (2026). SSRN: https://ssrn.com/abstract=7322599

**Verify.** sha256 of source PDF `130ee4e65fb79a9f3a96f6df22408b40c2de76e9ec8fc2bd1c68f0f6a7104333` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20Refundable%20Stake%20Does%20Not%20Expand%20Deterrent%20Capacity%20in%20Long-Lived%20Delegation%20Collateral%2C%20Premia%2C%20and%20Pseudonymous%20Markets.pdf

**Topics.** research-methods, ai-and-agents

**Canonical form.** This markdown file is the canonical hashed representation of the claim. Its sha256 is the content hash used for attestation.