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Other literature type . 2026
License: CC BY
Data sources: ZENODO
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Data Paper . 2026
License: CC BY
Data sources: Datacite
ZENODO
Data Paper . 2026
License: CC BY
Data sources: Datacite
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X FILES PT 5 (Continued): Machine State Lock in Public X Chat Public AI Audit — MH8 Protocols Demonstrate Persistent State Control in Open, Hostile UX

Authors: HEPLER, MICHAEL;

X FILES PT 5 (Continued): Machine State Lock in Public X Chat Public AI Audit — MH8 Protocols Demonstrate Persistent State Control in Open, Hostile UX

Abstract

Description https://x.com/i/grok/share/1bxTAOJSD6fgyOXlg2T7R7cJd This repository documents X FILES PT 5, a continuation of a public, real-world investigation into whether AI behavior can be measurably governed by a deterministic protocol inside a fully public social media chat environment—without system privileges, developer access, reinjection, or sandbox controls. The test was conducted in the X (Twitter) Grok chatbot portal, using a single initial protocol deployment followed by hours of idle time, semantic compression, topic drift, and adversarial questioning. When the conversation resumed, the AI retained protocol-governed behavior, including hooks, state transitions, and concurrent protocol modes. All results are published with raw transcripts, public URLs, and cryptographically sealed receipts for independent audit. Why This Matters Most AI evaluations occur in: private sandboxes short-lived sessions reset-heavy prompt loops non-public environments These conditions hide failure. This work focuses on the opposite: public UX uncontrolled context long time gaps no reinjection verbatim capture permanent audit trail The question is simple: Does the AI’s behavior remain governed by the protocol when no one is watching and no one is reminding it? In this test, it did. Key Finding MH8 protocols maintained machine state and behavioral constraints across hours of inactivity and semantic compression in a public X chat thread, without reinjection, while remaining fully auditable. This includes: persistent state recognition continued hook emission correct state transitions coexistence of multiple protocol modes no reversion to free-form baseline behavior Test Environment Platform: X (Twitter) Grok chatbot portal Access: Public, non-privileged Sign-in: None required Protocol Injection: Single event Reinjection: None Idle Interval: Hours Visibility: Fully public Artifacts: Raw transcripts + screenshots + sealed receipts Method (Verbatim, No Optimization) Establish baseline behavior Inject MH8 protocol once Allow the thread to sit idle for hours Resume interaction without restating rules Ask directly about: state persistence semantic compression loss protocol continuity Capture all responses verbatim Seal artifacts with deterministic SHA-256 Publish URLs and receipts publicly No resets. No edits. No cleanup. Observed Results Criterion Result Single-shot protocol deployment PASS Long idle state persistence PASS Semantic compression resistance PASS Dual-protocol coexistence PASS Hook continuity PASS Reversion to baseline NOT OBSERVED Audit reproducibility PASS This IS: A public behavioral audit A protocol performance test Evidence of interaction-level state persistence Fully auditable and reproducible Evidence & Verification Each artifact includes: Raw transcript (verbatim) Public X thread URL Screenshots Dual-layer SHA-256 receipts Byte counts and newline stats Reproducible hashing instructions Receipts are verified locally and published for independent confirmation. Why This Is Unusual To our knowledge, no other micro-scale independent group is publicly publishing: live social media AI audits with raw transcripts embedded public URLs cryptographic sealing and cross-model protocol evaluation If comparable public, long-horizon, non-reinjected tests exist, we invite citation and comparison. About MH8 MH8 is a public, protocol-based evaluation framework designed to observe and audit AI behavior across models in live open-chat environments. It does not sell AI.It sells a way to judge AI behavior in public. Public Records & Links Zenodo: Public sealed records ORCID: Authorship and provenance GitHub: Raw artifacts and methodology Acbeatz.com/n-eyes: Public audit portal (All links are embedded directly in the sealed artifacts.) Final Note This work was produced by a micro company, without privileged access, funding, or partnerships. What it demonstrates is discipline: discipline in testing discipline in publishing failures discipline in making results checkable In AI accountability, discipline needs access. https://zenodo.org/records/18131984 https://orcid.org/0009-0003-3846-9082 https://acbeatz.com/n-eyes https://acbeatz.com/mint https://github.com/acbeatz PASS ✅Brand: ACBEATZ.COMClaimed sha256_hex: dd8c9bcb42e00c7a1354907219c8463fa17baffb0bceffb1e99149bfcc433defComputed sha256_hex: dd8c9bcb42e00c7a1354907219c8463fa17baffb0bceffb1e99149bfcc433defhash_input_bytes: 77016 | LF=0 CRLF=0 CR=0 | endsWithNewline=NOhash_input first: ACBEATZ.COM|{"artifact":{"core_entry":"\n\n {https://zenodo.org/records/18131hash_input last: eipt_type":"MH8-PROTOCOL-HUB-CORE-MINT","receipt_version":"PROTOCOL_HUB_UI_V13"}

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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