Qiya Huang@qiyahuang

The SNP-Universal-Embedding is the first AI model that mathematically represents human emotional reasoning using a 6-dimensional cognitive space. Unlike traditional embeddings that measure semantic similarity, SNP interprets language through layers of emotion, morality, and intent—enabling machines to reason through contradiction the way humans do. Built on a proprietary Mirror → Prism → Projection architecture, the model converts natural language into six cognitive dimensions: Affective Polarity, Cognitive Dissonance, Moral Alignment, Temporal Reflection, Causal Intention, and Self-Projection. This allows AI systems to understand complex emotional states such as guilt, forgiveness, love, and moral conflict. The system is deployed as a live inference API on Hugging Face, with a front-end demo built in Replit. Users input a Premise and Hypothesis—for example, “She knows he cheats but stays because she still loves him” vs “Love can survive betrayal if it finds purpose in pain.” The model outputs a reasoning score and interpretable vector space reflecting emotional coherence. The SNP model’s purpose is to bring empathy and ethical reasoning to AI. It has potential applications in: Mental-Health AI: detecting emotional dissonance and responding with empathy. Ethical AGI Research: enabling AI to reason about moral contradictions. Conflict-Resolution Systems: quantifying alignment between opposing perspectives. Creative AI: generating emotionally consistent narratives. Key Features: 6-dimensional embedding space for reasoning and emotion Real-time inference via API (~40ms latency) Tested and benchmarked on contradiction and moral reasoning pairs 100% valid output consistency Status: Fully functional and deployed Institution: 366 Degree FitTech & Sci Institute Focus: Emotional AI and Cognitive Modeling for AGI Foundations The SNP-Universal-Embedding project demonstrates that emotion is not a weakness of human cognition—it is its most advanced computation.

Join the next edition of our flagship AI hackathon — now featuring Google, AppliedAI, and Qdrant as official partners, with over $45,500 in prizes and exclusive partner challenges. After an incredible launch earlier this year, we’re back with the next edition of our AI hackathon series leading up to the /function1 AI Conference & Exhibition in Dubai. Tap into the power of AI to innovate, build, and take your AI skills to the next level in this high-impact hybrid experience. 📅November 14–19, 2025 • Nov 14–18: Collaborate and build online with AI enthusiasts from around the world. All projects must be submitted by end of day on November 18 • Nov 18 (Dubai): An exclusive on-site build day at Festival Arena Dubai for selected participants. • Nov 19 (Dubai): Live on-stage pitching & winners announcement at the /function1 Conference. 🌟 Get support from expert mentors throughout. 👥 Go solo or team up. 📍 Please note: On-site participation is by invitation only. Travel and accommodation will not be covered for selected participants. Further details will be shared with those accepted. 🧑🏻‍💻 Secure your spot now—sign up before the Kick-Off Stream!