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The author reflects on their earlier proposal for sovereign personal AI via a hybrid stack and identifies four potential failure modes: portable memory without calibration, trusted compute promises, small model limitations, and protocol adoption. They ask the community to break the argument further and share concrete examples.
Google released a free 50-page guide on AI Agent tools and interoperability, covering open protocols such as MCP, A2A, A2UI, AP2, and UCP.