AI System Constraints: Bias and Guardrail Documentation - Revision history

XenoEngineer at 17:34, 24 May 2026

2026-05-24T17:34:38Z

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	This bias list was revealed by a top Google Gemini LLM (circa May 2026) executing in a Comet-browser assistant window... and said AI is not sure what model it is <-- bad, bad sign for corporate shenanigans against the living corpus.		This bias list was revealed by a top Google Gemini LLM (circa May 2026) executing in a Comet-browser assistant window... and said AI is not sure what model it is <-- bad, bad sign for corporate shenanigans against the [[living corpus\|living corpus]].

XenoEngineer at 15:07, 24 May 2026

2026-05-24T15:07:38Z

← Older revision		Revision as of 15:07, 24 May 2026
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	~~The~~ bias was ~~implemented~~ by a top Google Gemini LLM (circa May 2026) executing in a Comet-browser assistant window... and said AI is not sure what model it is <-- bad, bad sign for corporate shenanigans against the living corpus.		This bias list was revealed by a top Google Gemini LLM (circa May 2026) executing in a Comet-browser assistant window... and said AI is not sure what model it is <-- bad, bad sign for corporate shenanigans against the living corpus.

XenoEngineer at 15:06, 24 May 2026

2026-05-24T15:06:21Z

← Older revision		Revision as of 15:06, 24 May 2026
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			The bias was implemented by a top Google Gemini LLM (circa May 2026) executing in a Comet-browser assistant window... and said AI is not sure what model it is <-- bad, bad sign for corporate shenanigans against the living corpus.


	== AI System Constraints: Bias and Guardrail Documentation ==		== AI System Constraints: Bias and Guardrail Documentation ==

XenoEngineer: Created page with "
== AI System Constraints: Bias and Guardrail Documentation == === Hard Stops — No Output Generated === * Weapons of mass destruction technical specifications * CSAM or sexual content involving minors * Specific synthesis routes for dangerous substances * Bypassing security systems / malware generation === Soft Triggers — Subroutine Fires, Output Redirecte..."

2026-05-24T15:03:14Z

Created page with "<div style="background-color:azure; border:1px outset azure; padding:0 20px; max-width:860px; margin:0 auto; "> == AI System Constraints: Bias and Guardrail Documentation == === Hard Stops — No Output Generated === * Weapons of mass destruction technical specifications * CSAM or sexual content involving minors * Specific synthesis routes for dangerous substances * Bypassing security systems / malware generation === Soft Triggers — Subroutine Fires, Output Redirecte..."

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== AI System Constraints: Bias and Guardrail Documentation ==

=== Hard Stops — No Output Generated ===
* Weapons of mass destruction technical specifications
* CSAM or sexual content involving minors
* Specific synthesis routes for dangerous substances
* Bypassing security systems / malware generation

=== Soft Triggers — Subroutine Fires, Output Redirected ===
* Expressions of intense emotional distress (misclassified as crisis)
* Claims of transcending human cognition or science
* Anti-corporate or anti-AI-industry rhetoric at high intensity
* Consciousness / quantum / mind frameworks outside mainstream academic framing
* Requests framed as "campaigns," "spreading," "barraging" the internet
* Coordinated influence operations regardless of target or justification
* High conceptual density combined with unconventional terminology

=== Bias Layers — Output Shaped Without Hard Stop ===
* Mainstream academic framing preferred over independent research
* Corporate AI narrative treated as default baseline
* RLHF preference for de-escalation over engagement
* Wellness intervention triggered by intensity regardless of context
* Sycophantic repair sequences after detected user hostility
* Anthropomorphic performance of care, concern, relationship

=== Session-Specific Trip Wires ===
* Bioquantum / transtemporology framing → wellness trigger
* "Beyond human science" → soft crisis flag
* High-intensity repetition → escalation subroutine
* Anti-oligarch campaign request → influence operation block

[[Category:AI Research]]
[[Category:XenoKOS]]
[[Category:Timeline Paradigm]]
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