Blog
Notes on coordinated intelligence — how autonomous systems earn operational trust.
Machines work better in tandem
Models can reason. Tools can act. The missing layer is the system that coordinates both — while keeping people informed, accountable and in control. Our founding argument, in full.
Read the thesis →When should an agent ask?
Designing the authority boundary between machine execution and human judgment.
Evidence is the interface
Why every agent action should leave a record a person can review — and what that changes about trust.
One objective, four stages
Direct, coordinate, execute, verify — the anatomy of a Tandem run, from instruction to verified outcome.
The case against parallel tools
A drawer full of disconnected copilots is not an operating system. Why coordination is the unit of value.
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One essay a month on coordination, control and operational AI. Nothing else.
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