Source documents

The papers and deck this bundle is built from.

• From API-Calling LLMs to Agent-Ready Digital Infrastructure — The substantive paper on the agent-ready stack, benchmarks, protocols and governance.
• Federated AI Research Execution Report — Multi-agent study of FL frameworks, deployments, privacy and UK policy.
• Engineering Agent-Ready Infrastructure (deck) — A 15-slide visual summary of the agent-ready paper.