Fix Sage/Lens silent failures and model loading on HF Space

Switch to HF Space as default backend, make Ollama optional

Replace cloud inference with local Ollama

feat: add anti-gaming comprehension pipeline and harden HF space integration

Fix HF Space inference runtime and error handling

Fix HF Space backend contract and production health diagnostics

Update app defaults and database to use US Curriculum Guide, fix HF requirements