Competence must be demonstrated in the role's required | AIGP
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Competence must be demonstrated in the role's required: Which distinction best explains the governance gap?

AIGP Understanding the Foundations of AI Governance Medium

Effective governance training demonstrates role-specific capability; attendance alone shows participation.

The question

A research administrator attends a two-hour AI governance seminar and receives a completion certificate. Later, she cannot identify who may approve deployment, when to escalate uncertainty, or what evidence decision-makers need. Which distinction best explains the governance gap?

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  1. A certificate transfers accountability to the training provider.
    A provider may deliver instruction, but the organization remains responsible for assigning roles and ensuring they are performed effectively.
  2. Competence must be demonstrated in the role's required decisions. ✓
    Effective governance training is shown by role-specific capability, including knowing decision authority, escalation conditions, and required evidence.
  3. Attendance documents participation in the seminar.
    An attendance record establishes exposure to instruction, not the ability to perform the administrator's governance responsibilities.
  4. Oversight is established once required instruction is completed.
    Instruction alone does not establish meaningful oversight without practical competence, information, time, and authority.
The trap
Look for demonstrated capability tied to a defined role, not merely completion documentation.

How to remember it

Effective governance training demonstrates role-specific capability; attendance alone shows participation.

How many of these would you get right?

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