A Sealed, Bitcoin-Anchored, Self-Adjudicated Forecasting Protocol: Falsifiability, Calibration, and Information Yield over a Public Corpus of Space and Geopolitical Forecasts

A methodology preprint describing the sealed forecast protocol behind the JYOTINT record: each forecast is published to public infrastructure (YouTube / X) before its prediction window opens; the upload timestamp plus the SHA-256 hash of the advisory form a tamper-evident seal pair; the manifest hash is anchored into the Bitcoin blockchain via OpenTimestamps; and every closed forecast is graded HIT / NEAR / PARTIAL / MISS against a rubric fixed at seal time and scored with the Brier score and log loss against published reference forecasters (Tetlock GJP superforecasters, uniform-prior, always-50/50). The protocol is designed so that temporal precedence — that a forecast predated its event — is independently verifiable by any third party without trusting the operator, and so that the record cannot quietly drop its misses. This preprint documents the seal construction, the falsifiability rubric, and the calibration method. Companion dataset (the full sealed corpus): DOI 10.5281/zenodo.20630257. License: CC-BY-4.0. Operator: Vijay Jyotish, Vijay Jyotish LLC (Arizona).

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-06-29
DOI
https://doi.org/10.5281/zenodo.21043184
Primary Topic
Forecasting Techniques and Applications
Type
preprint
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preprint

A Sealed, Bitcoin-Anchored, Self-Adjudicated Forecasting Protocol: Falsifiability, Calibration, and Information Yield over a Public Corpus of Space and Geopolitical Forecasts

Vijay Jyotish
Zenodo (CERN European Organization for Nuclear Research)
Forecasting Techniques and Applications
preprint

A Sealed, Bitcoin-Anchored, Self-Adjudicated Forecasting Protocol: Falsifiability, Calibration, and Information Yield over a Public Corpus of Space and Geopolitical Forecasts

Vijay Jyotish
preprint en

Abstract

A methodology preprint describing the sealed forecast protocol behind the JYOTINT record: each forecast is published to public infrastructure (YouTube / X) before its prediction window opens; the upload timestamp plus the SHA-256 hash of the advisory form a tamper-evident seal pair; the manifest hash is anchored into the Bitcoin blockchain via OpenTimestamps; and every closed forecast is graded HIT / NEAR / PARTIAL / MISS against a rubric fixed at seal time and scored with the Brier score and log loss against published reference forecasters (Tetlock GJP superforecasters, uniform-prior, always-50/50). The protocol is designed so that temporal precedence — that a forecast predated its event — is independently verifiable by any third party without trusting the operator, and so that the record cannot quietly drop its misses. This preprint documents the seal construction, the falsifiability rubric, and the calibration method. Companion dataset (the full sealed corpus): DOI 10.5281/zenodo.20630257. License: CC-BY-4.0. Operator: Vijay Jyotish, Vijay Jyotish LLC (Arizona).

Zenodo (CERN European Organization for Nuclear Research)
Government Vidarbha Institute of Science and Humanities (IN)
Industry, innovation and infrastructure
Forecasting Techniques and Applications
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