krisdiallo/aaip-spec

AAIP attempts to solve a critical bottleneck in the agentic AI ecosystem: trust and identity. However, with only 7 stars and 1 fork after nearly 9 months, the project lacks the network effects required for a standard to succeed. In the world of protocols, adoption is the only moat. The specification competes with heavyweight initiatives like Anthropic's Model Context Protocol (MCP) and emerging standards from the Decentralized Identity (DID) community. Frontier labs and major cloud providers (Microsoft, AWS, Google) are highly likely to dictate these standards through their own ecosystem lock-in rather than adopting a third-party open-source spec with no momentum. The project is currently a theoretical framework without significant industry backing or a reference implementation that has gained developer mindshare. Its displacement horizon is extremely short because established players are already releasing production-ready identity and tool-calling layers.