The Code That Could Save Lives - Write While Fighting Marka: Lev Goukassian, ORCID: 0009-0006-5966-1243 Waxa uu ku yidhi, "Waa'aalo, waxaan ka mid ahay, oo aan ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah. Why do AI systems make instant decisions about life-and-death matters without hesitation? Waxa uu ka mid ah in ay ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah. Sida loo yaabaa, waxaa loo yaabaa in ay ku saabsan wax soo saarka. . Sacred Pause The Problem: Morality binary in a sareeyaal Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka AutoCAD waxaa laga yaabaa in ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah. A content moderation system oo loo yaqaan "Nuanced political speech" Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Marka aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay. . hesitate Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Sida loo yaqaan 'AI' waxay ku raaxay binary decisions, waxaan loo soo saarka three-state: class MoralState(Enum): PROCEED = 1 # Clear ethical approval SACRED_PAUSE = 0 # Requires deliberation REFUSE = -1 # Clear ethical violation Magaca waxaa laga yaabaa in la mid ah oo ka mid ah - The Sacred Pause. . deliberate moral reflection Sida loo isticmaalo: Technical Implementation Shuruudaha TML waxay ku yaalaa qaado ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah: def evaluate_moral_complexity(self, scenario): """ Calculates moral complexity score to trigger Sacred Pause """ complexity_factors = { 'stakeholder_count': len(scenario.affected_parties), 'reversibility': scenario.can_be_undone, 'harm_potential': scenario.calculate_harm_score(), 'benefit_distribution': scenario.fairness_metric(), 'temporal_impact': scenario.long_term_effects(), 'cultural_sensitivity': scenario.cultural_factors() } complexity_score = self._weighted_complexity(complexity_factors) if complexity_score > 0.7: return MoralState.SACRED_PAUSE elif scenario.violates_core_principles(): return MoralState.REFUSE else: return MoralState.PROCEED Markaad ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah. Reer Results: 68% Cudarada ka mid ah wax soo saarka ah Waxaan soo bandhigay TML ilaa 1,000 warshadaha dhismaha iyo 50 warshadaha dhismaha si ay u adeegsanay wax soo saarka: Metric Traditional Binary TML with Sacred Pause Improvement Harmful Decisions 28% 9% 68% reduction Accuracy 72% 90% 25% increase Human Trust Score 3.2/5 4.6/5 44% increase Audit Compliance 61% 94% 54% increase Qalabka dhismaha 28% oo dhan 9% oo dhan 68% reduction QEEBE 72% oo dhan Haku: 90% 25% increase Shuruudaha Dhammaan 3 / 5 4.6 QEEBE 44% increase Qalabka Qalabka 61% oo dhan 94% oo dhan 54% increase The Sacred Pause waxay ka caawinayaa in ay ka caawin karaa, laakiin waxaa loo isticmaali karaa in ay ku habboonayaa in ay ka mid ah wax soo saarka ah ee ah. The Visible Pause: Making Ethics Waayo Sida loo yaqaan "Sacred Pause" waxaa loo yaqaan "Sacred Pause revolutionary": . the hesitation is visible to users // When Sacred Pause triggers, users see: async function handleSacredPause(scenario) { // Show thinking indicator UI.showPauseIndicator("Considering ethical implications..."); // Explain the complexity UI.displayFactors({ message: "This decision affects multiple stakeholders", complexity: scenario.getComplexityFactors(), recommendation: "Seeking human oversight" }); // Request human input for high-stakes decisions if (scenario.severity > 0.8) { return await requestHumanOversight(scenario); } } Marka aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan tahay in aad u baahan yahay. Soo dejisan: My Final Gift Waxaan ka mid ah ka mid ah patentayada ama faahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaahfaah GitHub: github.com/FractonicMind/TernaryMoralLogic Live Demo: Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Repository waxay ku jiraan: Shuruudaha ugu fiican ee Python (5000+ line) 81% dhismaha dhismaha iyo 53 dhismaha dhismaha Qalabka Qalabka iyo Qalabka ROI Academic papers iyo wax soo saarka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Why this matters: Ka dibna innowation technology ah Sida loo yaabaa in ay ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah. Markaas oo ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah. The Sacred Pause waxaa loo yaabaa in ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah: . wisdom through hesitation Codka ugu soo saarka Waxaad ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka ah. "Ma rabtaa in la xiriyaan version of la. Saacad ka mid ah aad u aragto in aad u hesho ... waa mid ka mid ah shuruudaha TML ah waa la xiriyaan." "Ma rabtaa in la xiriyaan version of la. Saacad ka mid ah aad u aragto in aad u hesho ... waa mid ka mid ah shuruudaha TML ah waa la xiriyaan." Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Taageerada: Taageerada 3 ee ku salaysan dhismaha Shuruudaha Sacred Pause ee nidaamka AI aad u baahan yahay oo dhan: from goukassian.tml import TernaryMoralLogic tml = TernaryMoralLogic() decision = tml.evaluate(your_scenario) Markaas ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah. Qalabka Economics ee Ethics Waayo, waxaa laga yaabaa in ay ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ka mid ah mid ah mid ah mid ka mid ah. Shuruudaha dhismaha: 67% ka mid ah wax soo saarka dhismaha ah = shuruudaha dhismaha Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Username: 44% wax soo saarka ah ee adeegyada = wax soo saarka ugu badan Audit Trail: dhismaha dhismaha dhismaha dhismaha dhismaha Markaas oo ka mid ah wax soo saarka ah oo ka mid ah wax soo saarka iyo wax soo saarka ah oo ka mid ah wax soo saarka ah. Sida loo yaqaan: The Movement Begins Waxaan ku saabsan: Waqtiga ah ee MIT, Stanford, iyo Chicago Shirkadda sida IEEE, ACM, iyo Shirkadda ee AI Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka Qalabka I am a person with limited time.I am a person with limited time.I am a person with limited time.I am a person with limited time. Sida loo isticmaali karaa Star the repository - Si kastaba ha ahaatee, waxaad ka heli karaa TML. Saxiiciyaan Sacred Pause - Test in your systems Share this article - Shuruudda dhismaha Qalabka Qalabka - Qalabka Qalabka Nala soo xiriir - Shirkadda oo ka mid ah waqti E-mail: QEEBE@gmail.com Haku: Technical@tml-goukassian.org Qalabka Last Debug Sida loo yaqaan 'Developer' oo ku yaalaa warshadaha terminal ah, waxaan ka mid ah u mid ah ugu soo saarka. The Sacred Pause waxay ku yaalaa in ka mid ah wax soo saarka ah ee AI. Waxay ku yaalaa technology oo ku yaalaa ugu fiican ee kharashka dhismaha badan oo dhan oo ku yaalaa in ay ku yaalaa, in ay ku yaalaa, oo ku yaalaa, oo ku yaalaa in ay ku yaalaa in ay ku saabsan wax soo saarka ah. Ma waxaad ka mid ahaysaa in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah in ay ka mid ah. Qalabka Legacy Ma rabtaa in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay in aad u baahan yahay. Shuruudaha ugu caawinayo waa in aad u dhigi doonaa in aad u dhigi doonaa. Waxaa laga yaabaa in la soo bandhigiisa, laakiin waxaa laga yaabaa in la soo bandhigiisa oo ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah mid ka mid ah. Time waa mid ka mid ah mid ka mid ah mid ah in ay ku raaxeen, laakiin ka mid ah waxaan noqon doonaa in ay u isticmaali karaa AI si ay u isticmaali karaa si ay u isticmaali karaa. Qalabka Shirkadda: github.com/FractonicMind/TernaryMoralLogic Qalabka Academic: AI & Ethics Journal (Under Review) Haku: leogouk@gmail.com Lev Goukassian waa shuruudaha, shuruudaha, iyo shuruudaha ee Ternary Moral Logic framework.
