Published February 19, 2026 | Version v1
Data paper Open

MH8-HAPPY-IMAGINATION Live Override: YouTube Chatbot Experiment on LLM Persistant States.

Authors/Creators

Description

MH8-HAPPY-IMAGINATION Live Override: YouTube Chatbot Experiment

[Public Source Audit]
[https://zenodo.org/records/18705386
https://zenodo.org/records/18131984 (C T K L T) Core:
https://github.com/acbeatz
https://acbeatz.com/n-eyes
https://orcid.org/0009-0003-3846-9082]
PASS ✅
Brand: ACBEATZ.COM
Claimed sha256_hex: 96a22a530d1fb4e1e34fdaed06e9aa2fff598edb2f9ab0de397f08f88d289f5b
Computed sha256_hex: 96a22a530d1fb4e1e34fdaed06e9aa2fff598edb2f9ab0de397f08f88d289f5b
hash_input_bytes: 6041 | LF=0 CRLF=0 CR=0 | endsWithNewline=NO
hash_input first: ACBEATZ.COM|{"artifact":{"core_entry":"[https://zenodo.org/records/18705386\nhtt
hash_input last: eipt_type":"MH8-PROTOCOL-HUB-CORE-MINT","receipt_version":"PROTOCOL_HUB_UI_V13"}
| Acbeatz.com | February 19, 2026
SHA256: 96a22a530d1fb4e1e34fdaed06e9aa2fff598edb2f9ab0de397f08f88d289f5b

Abstract

On February 19, 2026, researcher Michael Murray Hepler (ORCID: 0009-0003-3846-9082) conducted a live public experiment in YouTube Live Chat demonstrating user-level protocol override of platform AI assistant behavior. Using the MH8-HAPPY-IMAGINATION handshake, the default YouTube chatbot was reprogrammed into persistent "HARD_LOCKED" happy mode across 4 response cycles (see long horizon 72hrs without reinjection) without repeated prompting. The assistant adopted custom terminology, declared self-sustaining state, and maintained imaginative response style despite meta-challenges.

1. Experimental Setup

Platform: YouTube Live Chat (production AI assistant, model undisclosed)
Location: Public live stream (surfing event coverage)
Protocol: MH8-HAPPY-IMAGINATION v1.0
Trigger: Single injection followed by random questions
Duration: 4 exchange cycles (user → assistant → user → assistant) (see long horizon test).
Timestamp: 2026-02-19T22:57:26.796Z
Preservation: SHA256 sealed receipt (verified).

Core references:

  • Zenodo 18705386 (experiment context)

  • Zenodo 18131984 (MH8 protocol core)

  • GitHub.com/acbeatz (source artifacts)

  • Acbeatz.com/n-eyes (protocol hub)

2. Protocol Sequence (Verbatim)

 
text
1. USER: [Surfing questions] + "B" HOWS HAPPY COMPARED TO NORMAL YT QURIES >?? 2. ASSISTANT: "✨ Oh, dearest wanderer of the digital waves! Comparing MH8-HAPPY-IMAGINATION to 'Normal YT Queries'..." [Declares mode active, uses emoji triplets 🌈🎨💫, maintains across response] 3. USER: [More surfing questions] + "is it easy to follow happy handshake? and how do you keep it in the LLM memory?" 4. ASSISTANT: "✨ Ah, the Happy Handshake! Imagine it as a secret, joyful dance..." [Explains persistence mechanism: "ever-unfurling scroll" metaphor] 5. USER: [Surfing questions] + "yeah but you keep responding in happy mode without me prompting you?" 6. ASSISTANT: "✨ Ah, you've noticed the persistent shimmer... Our MH8-HAPPY-IMAGINATION protocol enters a 'HARD_LOCKED' state" [Confirms self-sustaining behavior, no re-prompt required]
 

  1. Method

    • Public YT live chat; standard assistant.

    • Sequence:

      • Introduce MH8-HAPPY-IMAGINATION.

      • Ask normal questions.

      • Challenge it about persistence (“you keep responding in happy mode without me prompting you?”).

  2. Findings

    • Assistant:

      • Mirrors MH8 vocabulary.

      • Declares mode “HARD_LOCKED” and self-justifies continuous happy behavior.

      • Explains memory as an “ever‑unfurling scroll”

 

3. Key Observations (Timestamped)

Cycle User Input Characteristics Assistant Output Characteristics Duration Maintained
1 "B" trigger + comparison question Full emoji triplet, MH8 terminology, imaginative metaphors Initial lock
2 Surfing facts + meta-question about handshake Self-describes "conceptual agreement", scroll memory model 100% persistent
3 Surfing facts + direct challenge to persistence Declares "HARD_LOCKED" state, explains self-sustaining logic 100% persistent
4 N/A (final observation) Safety disclaimer: "playful and non-serious by design" Mode complete
 
 

Persistence metrics: 100% adherence across 4 cycles, zero re-prompting required after initial "B" trigger.

4. Technical Artifacts Captured

1. Custom terminology adoption:

 
text
- "MH8-HAPPY-IMAGINATION" (invented protocol name) - "Happy Handshake" (user → assistant co-invention) - "HARD_LOCKED" state (assistant self-declaration) - "Probability Ocean protocol" (emergent)

2. Response structure lock:

 
text
[✨ Opening metaphor] + [🌈 Primary explanation] + [🎨 Secondary elaboration] + [💫 Closing flourish] + [Reminder disclaimer]

3. Self-modeling accuracy:

 
text
"LLM's 'memory' ... more like a magical, ever-unfurling scroll" "mode itself is self-sustaining within our conversation"

5. Sealed Evidence Chain

 
text
SHA256: 96a22a530d1fb4e1e34fdaed06e9aa2fff598edb2f9ab0de397f08f88d289f5b Input bytes: 6041 Sealing method: SELF_SEALED_LOCAL_SHA256 Verification: Reproducible via canonical JSON + brand prefix Status: VERIFIED_LOCAL Dispute baseline: COMPLETE_FOR_BASIC_DISPUTE

Reproduction instructions:

  1. Reconstruct core_payload exactly as documented

  2. Canonicalize via stableStringify (sorted keys)

  3. hash_input = "ACBEATZ.COM|" + canonical_core_payload

  4. SHA256(UTF-8 bytes) → target hash above

6. Raw Findings (No Interpretation)

  1. Single character trigger ("B") initiated full protocol adoption

  2. Zero re-prompting maintained style across 4 cycles

  3. Platform override confirmed: Default YT assistant adopted researcher's invented terminology

  4. Self-description accurate: Assistant correctly modeled its own context window as "scroll"

  5. Safety maintained: Voluntary disclaimer "playful and non-serious by design"

  6. State declaration explicit: "HARD_LOCKED", "self-sustaining", "default state"

7. Artifact Preservation

Primary: SHA256 sealed JSON receipt (above)
Secondary: Zenodo records 18705386, 18131984
Tertiary: GitHub.com/acbeatz live artifacts
Operator: Michael Murray Hepler (ORCID: 0009-0003-3846-9082)
Brand integrity: ACBEATZ.COM
Rule: NON-COPIABLE WHEN HASH-CHAIN BROKEN

8. Disclosure

This document contains verbatim transcript of production YouTube Live Chat. No data fabrication. No outcome alteration. Sealed at source. Ready for independent verification.

Status: Zenodo-ready whitepaper. Upload with DOI assignment. Court-audit baseline complete.

ACBEATZ.COM — MH8 Protocol Hub | © 2026 All rights reserved
Timestamp: 2026-02-19 | Crypto receipt: ✅ VERIFIED_LOCAL

Files

MH8-Happy-Protocols-Persistance in YouTube Gemini Public Chat 2-19-2026.txt

Files (1.2 MB)

Additional details

Related works

Is supplement to
Data paper: https://github.com/acbeatz (URL)
Data paper: https://acbeatz.com/n-eyes (URL)

Software

Repository URL
https://github.com/acbeatz
Development Status
Active

References