Background, Record & Perspective
Daniel Roberts Perspective — Risk, Failure, Technology & Optionality
The themes I write about now are connected. Business failure taught me to value options. International work showed me that operating models are not fixed. AI is changing what small teams can do. Construction taught me that systems fail at interfaces.
Optionality
Do not wait for one route to close before creating another.
Evidence
Measure and document important decisions.
Technology
Use AI to remove repetitive work, not human accountability.
Buildability
Ideas only matter when they can be implemented reliably.
Responsibility
Own the decision you are actually making rather than the story you wish were true.
Primary & government references
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