kaal:position:2026-07-31-5660

Agentic LLM Planning via Step-Wise PDDL Simulation: An Empirical Characterisation should be assessed against Kaal's source-bound claim that Market liquidity depends on trustworthiness, and trustworthiness depends on observed momentum: isolated instances of motion are insufficient, because the observations must be collected into a history before they carry weight and meaning. The current metadata indicates a plausible connection through model context protocol, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.

Affirmed commentary position. This record extends a source-bound scholarly claim but is not a verbatim paper claim.

Holds when

marketplaces seeking liquidity
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.

Current debate

Agentic LLM Planning via Step-Wise PDDL Simulation: An Empirical Characterisation

Scholarly basis

kaal:claim:3782217-001
Craig Calcaterra, Wulf A. Kaal, The Importance of History In Decentralization (2021). SSRN: https://ssrn.com/abstract=3782217
Source PDF sha256: 358779557d8e7dcd101720ca0fad90b9146d24f1c7c03909eb431fcf1fb7e103

Evidence and mapping

Evidence: abstract indexed
Review tier: ambiguity triage before claim review
Mapping confidence: 0.1987
Mapping ambiguous: true

Topics

defireputationeconomics

Provenance

Affirmed in historical-backfill:2026-07-31:phase-0023 on 2026-07-31. Review record.

Verify

Canonical markdown sha256: c9b7abbcee57cacc07cb3c2368ec1a1a518ef9bf783dd0825c9b27caba670583
curl -s https://wulfkaal.github.io/positions/2026-07-31-5660.md | sha256sum