Stop Conditions Are the Product
My view is that stop conditions are the product, not a safety review after launch. A stop condition is the rule that tells an agent to halt, escalate, or hand off to a person.
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How to manage agents that do revenue work. Control, gates, autonomy, and HR for agents.
Your AI Agents Need an HR Department
The companies stuck at Assist-level AI aren't stuck because the technology plateaued. They're stuck because nobody is doing People Operations for the agents.
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Why Your AI Agents Are Failing: The Control Trap
Finance leaders are deploying AI agents like they're adopting teenagers. Curfews, check-ins, no real decisions. Then they wonder why the agents don't deliver.
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The Execution Layer: Why AI Predictions Are Just Entertainment
Everyone agrees on where AI agents are going. The destination is not the differentiator. The route is. Constraint profiles, a task vocabulary, and democratized creation.
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The 75% of AI Value You're Leaving on the Table
Most finance teams deployed AI and got incremental results. The problem isn't adoption. It's that no one specified which kind of AI to adopt. There are four, not one.
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Human-in-the-Loop Is a Temporary Placebo
Sixty percent of enterprises require human oversight before AI agents access sensitive data. It feels responsible. It's a placebo with a 24-month shelf life.
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