Zero Point Protocol V1.0: From Linear Risk Routing to Cryptographic Governance and Distributed Grid Forking
Abstract
Zero Point Protocol V1.0: From Linear Risk Routing to Cryptographic Governance and Distributed Grid Forking presents a retrospective technical evaluation of the early development of the Zero-Point Protocol (ZPP), tracing its evolution from feature-based risk classification to cryptographic governance and distributed language-model orchestration. Drawing on experimental records and implementation artifacts from May–June 2026, the manuscript examines the identification of the Sigmoid Compression Trap, the transition to calibrated linear scoring, and the introduction of BETA, ALPHA, and GAMMA routing classifications. The research documents early validation experiments involving Llama 3 8B and Mistral 7B, cross-node discrepancies in normalized Shannon entropy, and the development of canonical measurement specifications. Subsequent architectural stages introduced Ed25519 signing, 2/2 multi-signature consensus, hash-linked audit records, explicit manual overrides, distributed transport, and fork-aware lineage management. By distinguishing design specifications, simulations, observed execution, and validated behavior, the report preserves the engineering decisions, experimental findings, implementation limitations, and unresolved reproducibility questions that shaped ZPP's development into a distributed routing and governance architecture.
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BibTeX
@misc{callegari2026zero,
title = {{Zero Point Protocol V1.0: From Linear Risk Routing to Cryptographic Governance and Distributed Grid Forking}},
author = {Tara Callegari},
howpublished = {Zenodo},
year = {2026},
month = oct,
doi = {10.5281/zenodo.23651309},
url = {https://zenodo.org/records/23651309},
note = {CC BY 4.0},
}
RIS
TY - UNPB
TI - Zero Point Protocol V1.0: From Linear Risk Routing to Cryptographic Governance and Distributed Grid Forking
AU - Tara Callegari
PY - 2026
DA - 2026/10/25
PB - Zenodo
DO - 10.5281/zenodo.23651309
UR - https://zenodo.org/records/23651309
AB - Zero Point Protocol V1.0: From Linear Risk Routing to Cryptographic Governance and Distributed Grid Forking presents a retrospective technical evaluation of the early development of the Zero-Point Protocol (ZPP), tracing its evolution from feature-based risk classification to cryptographic governance and distributed language-model orchestration. Drawing on experimental records and implementation artifacts from May–June 2026, the manuscript examines the identification of the Sigmoid Compression Trap, the transition to calibrated linear scoring, and the introduction of BETA, ALPHA, and GAMMA routing classifications. The research documents early validation experiments involving Llama 3 8B and Mistral 7B, cross-node discrepancies in normalized Shannon entropy, and the development of canonical measurement specifications. Subsequent architectural stages introduced Ed25519 signing, 2/2 multi-signature consensus, hash-linked audit records, explicit manual overrides, distributed transport, and fork-aware lineage management. By distinguishing design specifications, simulations, observed execution, and validated behavior, the report preserves the engineering decisions, experimental findings, implementation limitations, and unresolved reproducibility questions that shaped ZPP's development into a distributed routing and governance architecture.
ER -