The New Interface Beyond Prompts: Systems of Intelligence
Why single prompt LLM wrappers fail at scale. Transitioning enterprise architecture from ad-hoc model calls to stateful, multi-agent cognitive systems with knowledge graphs and deterministic verification gates.