# kaal:claim:7456999-028

**Claim.** Verifiable-reward reinforcement learning already supplies deterministic rewards where answer keys exist, while the claim that a staked pool can substitute where no key exists is not established here.

**Type.** failure  **Support.** argued

**Holds when.**

- domains without an externally available answer key

**Source quote.**

> The residue is the domain restriction: RLVR works where an answer key exists, and the claim of this paper is that a staked pool can stand where the key cannot. That claim is not established here.

**From.** Wulf A. Kaal, *Reinforcement Learning from Reputation Feedback* (2026), II.D The Nearest Literatures, and What Is Left Over, page 10

**Cite as.** Wulf A. Kaal, Reinforcement Learning from Reputation Feedback (2026). SSRN: https://ssrn.com/abstract=7456999

**Verify.** sha256 of source PDF `01016fbbcc25cad205cebd59ea686d8dfee8ae9b632095d86ba6c9a900456a4b` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20Reinforcement%20Learning%20from%20Reputation%20Feedback.pdf

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

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