When MCP connects models to permissions, words become actions

Layers for humans, agents, tools, and infrastructure around the chat box

Soft prompts, steering vectors, and machine-native control beyond prose

specification-writing for a probabilistic component that still looks like chat

Why natural language pushes formalism upstairs into templates and contracts