The short answer
Put people where judgment, accountability, or irreversible impact matters, and automate the predictable steps around those decisions.
“Human in the loop” can mean review every token or review only the edge cases. Treating it as one pattern leads to clumsy systems.
A reversible draft can be automated more freely than a financial transfer or a public statement. The right checkpoint depends on impact, uncertainty, and speed.
Good systems bundle evidence and surface exceptions. People should spend attention where it changes the outcome.
A useful note, once a week
Make room for better signal.
About the author
Maya writes about the systems, people, and practical choices shaping the next generation of AI products.
More from Maya Chen →
The winning agent products will not feel like chatbots. They will quietly turn intent into reliable work.
Memory is useful when it helps an agent make fewer repeated decisions without becoming impossible to inspect.
A narrow agent with a clear finish line can create more value than a general assistant with a long list of promises.
Keep the good stuff coming
One thoughtful note on AI, agents, and AGI. No noise.
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