Series 2 – Stewardship

Interpretability, trust, and lasting diligence.

These assessments assume you have mastered Stage 1. Responses remain local, anonymised, and used only to refine Akadata's CPU-based evaluators.

Consent required for RAG enrichment CPU-only inference (BitNet + llama.cpp fallback)