Experience
mobile-first chat · seven modes · fast follow-ups · copy · collapsed references
CORTEX INTELLIGENCE · V10the publishing release connects intelligence product design and governance.
V10 turns the earlier engineering stack into a user-facing system built around mobile conversation learning integrity and inspectable evidence.
Language
normalization · deterministic intent · neural routing · topic and difficulty classifiers
Retrieval
BM25 · TF-IDF · semantic vectors · ANN · vector DB · graph · memory · reviewed teaching
Ranking
trained reranker · exact match · scope · source priority · evidence agreement
Decision
calibrated confidence · policy state · response mode · technical depth · paraphrase style
Learning
Academy mastery · interviews · feedback · reviewed corrections · user-controlled memory
Governance
Assignment integrity · provenance · transparent uncertainty · admin review · telemetry
Infrastructure
container jobs · datasets · model registry · LoRA pipeline · local SLM serving
HONEST CAPABILITY
graduate-level support is a target not a claim of omniscience.
Cortex is designed to support graduate-level technical learning across its covered AI machine learning data science software engineering and research domains. It can still be incomplete or wrong. V10 keeps confidence sources correction paths and human review visible for that reason.