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by renshijian 251 days ago
Behind the Oracle

Thanks everyone for context, this project started as a philosophical experiment, not a product

I wanted to explore whether an AI could understand honesty as a measurable property not through moral rules, but through probabilistic ethics — a dynamic between determinacy and deception

Each response goes through: 1. Semantic Intent Analysis — detects meaning beyond literal phrasing 2. Ethical Resonance — adjusts tone and weight based on context (M2.3 engine) 3. Determinacy Calculation — measures reasoning stability 4. Audit Hashing — cryptographically stores truth traces for public verification

Technically it’s lightweight — Flask + Supabase + React — but conceptually it’s heavy: a system that treats truth as a variable, not a constant

If you’re building or researching AI reliability, self-verifying systems, or ethical architectures, I’d love to talk. The system is open for limited demo use — backend is secured but active Frontend: https://oracle-philosophy-frontend-hnup.vercel.app (https://oracle-philosophy-frontend-hnup.vercel.app/)

“When semantics and ethics finally resonate, truth appears.”
1 comments
renshijian 243 days ago
Small update: Added a “humanized bridge” for casual questions — if you say “I’m tired” or “I feel lost”, the system answers like a companion instead of a logic engine For technical or ethical prompts, it stays formal

All replies are still hash-chained and verifiable at: https://oracle-philosophy-backend.onrender.com/health → returns OK

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