Engineering Around 'Optics': Real-Time Safety Guardrails and Inference Latency in Python
Mitigating reputational risk in frontier model outputs requires inline moderation that avoids destroying inference throughput. We detail the Python async architecture required to run deterministic safety classifiers and streaming token aborts without blowing p99 latency budgets.