✦ Inside the Oracle ✦
Where ancient wisdom meets rigorous AI engineering. We document the technical innovations that make SAGE the most reliable geomantic oracle in the world.
Featured Research
Large Language Models are fundamentally probabilistic—they will, eventually, break your schema. This paper introduces the Structural Integrity Enforcement Pipeline (SIEP): a six-stage post-processing firewall that transforms non-deterministic LLM output into a 100% schema-compliant data payload. Published on Zenodo.
Read White Paper →How we built a multi-layered translation pipeline that assumes the LLM will always betray the target script, and engineers around that assumption using cache-poisoning guards, script purity ratios, and automatic retry escalation.
Coming SoonA deep-dive into the SAGE multilingual QA evaluation suite—a fully automated pipeline that validates AI-generated content against five structural, lexical, and encoding-integrity benchmarks before it ever reaches a user.
Coming SoonAncient Ramal Shastra has strict terminological rules. We explain how SAGE's Doctrine Firewall enforces geomantic vocabulary purity, replaces Western figure names, and prevents AI-invented terminology from corrupting readings.
Coming Soon