Quotations
Short passages drawn directly from the essays, with a link back to their full context.
These excerpts are taken verbatim from newly written essays on this site; they are not records of earlier statements by Safwan. Check the publication status and source shown with each text before quoting or attributing it.
The first question is not what the system can do. It is what decision deserves assistance.
Capacity belongs to the tool; responsibility remains with the institution.
A useful pilot should clarify a decision before it accelerates a workflow.
A dashboard can sharpen attention, but it cannot supply judgment.
What is absent from the measure may still matter to the decision.
Reversibility is not hesitation; it is a form of disciplined learning.
Security is the shape of a decision, not a layer added after it.
Friction should rise with the harm a mistake could cause.
Trust grows when recovery and accountability are designed in advance.