GenAI framework, Accountability: responsibility should be allocated ex ante according to each party's control in the development chain (model developers, application deployers, cloud providers), extending cloud shared-responsibility models to AI and considering closed, open-source and open-weights models (deployers should download models from reputable platforms); ex post, consider indemnity and insurance, as some developers already underwrite third-party copyright claims, and updating liability frameworks.
The graph holds this control, the 0 it maps to, and the evidence behind each claim, over MCP and REST.