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Learn why Human Personas are required in AI now!

ByBrent

Personas in MCT: Turning AI into Controlled Execution

MCT personas - how they work
MCT Personas

Where This Is Going

Personas evolve into governed expert profiles:

  • defined capability access
  • controlled data sources (RAG)
  • model selection
  • confirmation rules
  • workflow templates

Examples:

  • Architect → system design and analysis
  • Developer → code inspection and execution
  • Finance → restricted business operations
  • Marketing → content and campaign workflows

The Principle

AI proposes. MCT controls. Personas enforce.

Why It Works

MCT separates:

  • reasoning (AI)
  • governance (policy)
  • execution (control plane)

This is how AI becomes:

  • predictable
  • auditable
  • safe to use in real environments