Loading AI::COSMOS...
AI Application Engineering is the discipline of wrapping non-deterministic probabilistic foundation models with deterministic software engineering patterns—delivering sub-second latency, zero hallucinations, and high observability.
Combining HNSW vector embeddings with BM25 keyword inverted indexes guarantees both high semantic understanding and exact keyword/ID retrieval recall.
Grammar-constrained JSON schema outputs allow autonomous agents to reliably invoke production APIs, query SQL databases, and self-correct with observations.
Automated CI/CD evaluation of Context Relevance, Groundedness, and Answer Relevance ensures production models maintain >95% factual accuracy.
Explore the complete 5-module curriculum map.