The most reliable AI agent is not the one that does everything on its own.
It is the one that knows when to stop.
Autonomy sounds impressive. But in a real workflow, the number of actions you can delegate to AI is not what matters most. What matters is setting the right boundaries.
I think the best AI agent may be the one your users never have to open.
Many AI features still follow the same pattern:
Open a chat. Write a prompt. Copy the answer. Paste it into another tool.
It can be useful. But sometimes it is just another window and another task for the...
AI plans often sound convincing — until you describe how they would actually work. I have been exploring AI 2040: Plan A, a new scenario from the team behind AI 2027.
The most useful idea in it is not a prediction. It is a method the authors call scenario scrutiny.
Take a proposal...
Your AI idea is probably not ready to build yet.
And that is not a bad thing.
Most founders I speak with do not have a "bad AI idea."
They usually have an unclear workflow.
They know they want to use AI, but the actual business process is still fuzzy:
What should the AI receive?
What...
Most AI projects do not fail because the model is not smart enough.
They fail because there is no real system around it.
A lot of businesses start with the wrong question:
"How can we use ChatGPT?"
The better question is:
"What workflow are we trying to automate, improve, or scale?"
...
