{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-4026",
 "identifier": "kaal:position:2026-07-31-4026",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical A8Bf546D0C4Adf6B6557",
 "text": "Web3Recommend: Decentralised recommendations with trust and relevance should be assessed against Kaal's source-bound claim that Since no algorithm can be perfectly secure in all circumstances, protocol developers should redirect effort from proving algorithms correct to building a governance process that updates the algorithm as network circumstances change, rewarding protocol improvement with meaningful reputation instead of leaving attack as the profitable option. The current metadata indicates a plausible connection through Sybil resistance, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "qualification",
 "keywords": [
  "institutional-design",
  "governance-design",
  "consensus-and-security",
  "reputation",
  "risk-and-incentives"
 ],
 "scope_conditions": [
  "proof of stake and other consensus protocols",
  "networks facing evolving adversaries",
  "External evidence level: abstract indexed.",
  "Mapping review tier: ambiguity triage before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "Web3Recommend: Decentralised recommendations with trust and relevance",
  "url": "https://www.semanticscholar.org/paper/e0b8b4a95594cb9a61904ecb9654b1afbe7863f5"
 },
 "extends": {
  "identifier": "kaal:claim:3782203-028",
  "url": "https://wulfkaal.github.io/claims/3782203-028",
  "citation": "Craig Calcaterra, Wulf A. Kaal, A Technical Perspective on Decentralization (2021). SSRN: https://ssrn.com/abstract=3782203",
  "paper": "Wulf A. Kaal, A Technical Perspective on Decentralization",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3782203",
  "source_pdf_sha256": "ab8a22d0dbb026a09212a4c85963f3c05787cf80775e8613ae3724e3883e7a56"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3782203-028"
  },
  {
   "@type": "CreativeWork",
   "name": "Web3Recommend: Decentralised recommendations with trust and relevance",
   "url": "https://www.semanticscholar.org/paper/e0b8b4a95594cb9a61904ecb9654b1afbe7863f5"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0017",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-4026",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-4026.md",
 "candidateId": "kaal:response-candidate:2026-07-31:e24e59ae512f993b",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2226,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: perspective, design, reputation, algorithm, focus, network, our. Scope: proof of stake and other consensus protocols; networks facing evolving adversaries.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "Sybil resistance",
  "queryId": "concept:25fe6a17cf75",
  "page": 1,
  "sourceRank": 70,
  "retrievedAt": "2026-07-31T13:58:59.481Z",
  "citationCount": 4,
  "venue": "arXiv.org",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "ab05afeba5d8c548782e10706ae21f9c240952db97d4db97cf87780840f0363d"
}