AI Is Evolving From Single Programs Into a Protocol Layer

Observers argue AI is shifting from standalone programs to a protocol layer, as seen in the rise of MCP, routers and tool frameworks. Multi-agent systems are viewed as a transitional stage toward querying millions of fused agents.

2026-08-21 ~ 2026-08-21 · 3 related posts

• AI is shifting from a program to a protocol: single-platform thinking is outdated — iamtrask · 2026-08-21
• Multi-Agent Systems are a Transition to Protocol AI with Blended Queries — iamtrask · 2026-08-21

1 near-duplicate retellings: iamtrask