Progressive autonomy with model evolution

Models often internalize capabilities previously enforced by agent scaffolding; the article recommends auditing and removing unnecessary prompts and orchestration as newer models arrive.

GPT realtime API for speech and audio

Azure OpenAI’s GPT Realtime API delivers low-latency, speech-in/speech-out conversational capabilities and can be used via WebRTC for client apps or WebSocket for server-to-server scenarios. This article covers supported models, authentication options, deployment steps in the Azure Artificial Intelligence Foundry portal, and example client code in JavaScript, Python, and TypeScript.