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Join date: May 2, 2019
Posts (7)
Jan 13, 2026 ∙ 3 min
SELF-HELP DECISION-MAKING TOOL
A bilingual 5-step self-help decision-making tool to reduce pressure, clarify motivations, and act in coherence with your values. No writing, no data sharing, just reflection
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Dec 28, 2025 ∙ 10 min
Biometric Government Threshold Filter (BGTF) - UATF Extension by Arema Arega
The Biometric Government Threshold Filter (BGTF) is a government-operated or government-mandated, privacy-preserving threshold system that should be established to regulate the deployment, distribution, and reuse of AI-generated visual and audio outputs that may reproduce, simulate, or derive from human biometric likenesses.
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Nov 30, 2025 ∙ 9 min
Universal AI Threshold Framework (UATF) by Arema Arega
The Universal AI Threshold Framework (UATF) is a cross-industry modular system, designed to evaluate filter, and control AI actions through a structured set of thresholds defining: sector ,strictness, filter gatesrisk, human oversight, and AI autonomy. It provides organizations with a universal method to decide when AI may act autonomously, when human intervention is necessary, and when actions must be blocked entirely.
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