Coverage Inversion: Calibration-Transparent Fair-Value Oracles for Closed-Market Hours
Authors/Creators
Description
Tokenized real-world assets trade continuously on public blockchains, but the
venues that price their underlyings do not. For roughly two-thirds of wall-clock
time, an on-chain protocol must value collateral against a market that is shut.
This record accompanies "Coverage Inversion: Calibration-Transparent Fair-Value
Oracles for Closed-Market Hours". The paper inverts the conventional
point-plus-confidence oracle interface: the target coverage level tau becomes a
published product input, and every served price band carries a calibration
receipt that a third party can reconstruct from public data.
CONTENTS
The paper (67 pages) and the LaTeX source arXiv compiles.
A reference implementation in three languages — the Python serving path, its
Rust port (pinned to the Python by a 329-case parity harness), and the Anchor
programs for the on-chain publish path.
The calibration artefacts: the 20 deployment scalars that define the served
bands, including the SHA-256-stamped frozen artefact used for out-of-sample
validation.
The public band archive: an append-only record of bands actually served, with
Saturday width commitments published before Monday's open, so the claims can
be audited after the fact rather than taken on trust.
EVIDENCE
Two closed-market panels over the same ten US-listed tickers, 2014-2026:
5,996 weekend windows (Friday close to Monday open) and 22,624 overnight
windows (close to next open).
The headline weekend result is held out by leave-one-symbol-out
cross-validation at tau = 0.95: realised coverage 0.9497 +/- 0.0128, every
fold passing Kupiec. On a 40-cell symbol-by-tau grid the architecture passes
40 of 40 Kupiec tests, against 31 of 40 for the strongest practitioner
baseline (GARCH-t).
The same architecture, with only its gap selector changed, carries from
weekends to overnight gaps — calibration transparency is a property of closed
market hours generally, not of weekends specifically.
Because an earnings release has a publicly known date and session, the band
widens deterministically ahead of it. No incumbent oracle exposes
calendar-conditioned coverage.
LICENSING
This record is CC BY 4.0. The source code in the reference-implementation
archive is Apache-2.0 and ships its own LICENSE file, which governs that
archive.
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Additional details
Software
- Repository URL
- https://github.com/ACNoonan/soothsayer
- Programming language
- Python , Rust