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Technical / Research Whitepaper

John Deacon

Establishing a Pre-Execution Semantic Control Layer for Aligned Human-Machine Systems

Associated-author work · Not a client commission

A research-led category paper developing the case for an explicit semantic control layer between human intent and machine execution.

The work combines conceptual argument, technical architecture, literature, diagrams and a formal systems proposition.

Ongoing research and thinking has a separate editorial role. It does not automatically qualify as finished work or client proof.