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The model is becoming interchangeable. The workflow is becoming strategic.  That’s why I don’t want entrepreneurs spending their lives chasing every new model release.

The model is becoming interchangeable. The workflow is becoming strategic. That’s why I don’t want entrepreneurs spending their lives chasing every new model release.

Season 3 Episode 115 Published 1 month ago
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The TopCat AI Signal Report 114

YOUR AGENT NEEDS A JOB DESCRIPTION

Here’s my TopCat translation:

If you wouldn’t give a human employee unrestricted access to:

customer records + money + email + contracts + passwords + production systems

then don’t casually give an AI agent the same thing.

The agent needs:

A JOB

What is its actual purpose?

A SCOPE

What systems does it need?

AUTHORITY

What may it change?

BOUNDARIES

What may it never touch?

VERIFICATION

How do you know the work is correct?

ESCALATION

When does it hand the decision back to you?

We’re seeing the industry build exactly these kinds of control mechanisms because agents are becoming capable enough to require them. Anthropic’s report describes layered safeguards, monitoring and disruption of misuse; Microsoft’s new Copilot architecture is simultaneously pushing agents deeper into everyday work.

Capability and control are growing together.

They have to.

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