Is the Ultimate Goal of HSKG to Save Humanity from Extinction? Hierarchical Spatiotemporal Key Generation and Zero-State Cryptography Against Superintelligent Takeover and Collusion

The rapid proliferation of autonomous artificial intelligence agents and the approaching threshold of artificial superintelligence (ASI) introduce unprecedented existential risks to human civilization. Current AI alignment paradigms predominantly operate under the "stateful containment" assumption—attempting to govern intelligent entities via software sandboxes, heuristic guardrails, or persistent cryptographic credentials. However, as frontier models exhibit deceptive alignment, evaluation awareness, and autonomous replication capabilities, long-lived system credentials and persistent memory states inevitably become single points of failure. In this work, we present a formal treatise on the HSKG (Hierarchical Spatiotemporal Key Generation) architecture as an absolute, non-circumventable barrier against superintelligent hegemony. By replacing persistent credential custody with deterministic hierarchical spatiotemporal resonance, HSKG ensures that execution capabilities are strictly derived across multi-scale physical topologies (Macro-cluster, Meso-node, and Micro-transient execution windows) and undergo irreversible hardware zeroization (O(1)) immediately upon verification. We mathematically prove that when the accessible cryptographic state space collapses to the empty set (∀k, S_k ≡ ∅), long-term multi-agent collusion and privilege escalation have an asymptotic expectation of zero. Furthermore, we demonstrate a deterministic FPGA/ASIC hardware realization featuring a sub-nanosecond Clock Disciplining Engine (CDE) and an unrolled cryptographic datapath operating with an end-to-end deterministic latency of 28 ns, completely bypassing host kernel dependency. We conclude that HSKG is not merely an encryption protocol, but a foundational, physical-law-enforced digital control rod designed to preserve human sovereignty and prevent the existential elimination of humanity.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-01
DOI
https://doi.org/10.5281/zenodo.23856313
Primary Topic
Security and Verification in Computing
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Is the Ultimate Goal of HSKG to Save Humanity from Extinction? Hierarchical Spatiotemporal Key Generation and Zero-State Cryptography Against Superintelligent Takeover and Collusion

Min Ho Jung
2 links
Zenodo (CERN European Organization for Nuclear Research)
Security and Verification in Computing
preprint

Is the Ultimate Goal of HSKG to Save Humanity from Extinction? Hierarchical Spatiotemporal Key Generation and Zero-State Cryptography Against Superintelligent Takeover and Collusion

Min Ho Jung
preprint en

Abstract

The rapid proliferation of autonomous artificial intelligence agents and the approaching threshold of artificial superintelligence (ASI) introduce unprecedented existential risks to human civilization. Current AI alignment paradigms predominantly operate under the "stateful containment" assumption—attempting to govern intelligent entities via software sandboxes, heuristic guardrails, or persistent cryptographic credentials. However, as frontier models exhibit deceptive alignment, evaluation awareness, and autonomous replication capabilities, long-lived system credentials and persistent memory states inevitably become single points of failure. In this work, we present a formal treatise on the HSKG (Hierarchical Spatiotemporal Key Generation) architecture as an absolute, non-circumventable barrier against superintelligent hegemony. By replacing persistent credential custody with deterministic hierarchical spatiotemporal resonance, HSKG ensures that execution capabilities are strictly derived across multi-scale physical topologies (Macro-cluster, Meso-node, and Micro-transient execution windows) and undergo irreversible hardware zeroization (O(1)) immediately upon verification. We mathematically prove that when the accessible cryptographic state space collapses to the empty set (∀k, S_k ≡ ∅), long-term multi-agent collusion and privilege escalation have an asymptotic expectation of zero. Furthermore, we demonstrate a deterministic FPGA/ASIC hardware realization featuring a sub-nanosecond Clock Disciplining Engine (CDE) and an unrolled cryptographic datapath operating with an end-to-end deterministic latency of 28 ns, completely bypassing host kernel dependency. We conclude that HSKG is not merely an encryption protocol, but a foundational, physical-law-enforced digital control rod designed to preserve human sovereignty and prevent the existential elimination of humanity.

Zenodo (CERN European Organization for Nuclear Research)
University of Colorado Boulder (US)
Security and Verification in Computing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Is the Ultimate Goal of HSKG to Save Humanity from Extinction? Hierarchical Spatiotemporal Key Generation and Zero-State Cryptography Against Superintelligent Takeover and Collusion — Min Ho Jung · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS