Writing · Notes · Essays

Ideas before they become papers, products or policy.

This is where I write through the questions behind my research and operating work: what AI evaluation misses, what institutions reveal about strategy, how healthcare technology behaves in the real world, and what education should prepare people to do.

Adeeb Noor · Jeddah, Saudi Arabia · Research, systems and real-world decisions
Featured essay · AI & Decision Intelligence

Same Scores, Different Decisions: What AI Evaluation Can Miss

Two systems can look equally good on an aggregate metric and still produce meaningfully different downstream allocations. That gap between scoring and action is where consequential evaluation gets interesting.

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Themes

Five threads I keep returning to.

The categories overlap by design. Most consequential problems do.

AI & Decision IntelligenceRIDI, allocation, responsible AI, evaluation and decision systems.
Research NotesIdeas behind papers, failed assumptions, replications and open questions.
Universities & EducationReadiness, curriculum, GenAI, teaching and institutional capability.
Digital HealthSHIFAA, HEALTHx, personalized medicine and clinical systems.
Systems & StrategyGovernment, governance, workforce planning and execution.
Latest

Current notes & essays

A small archive by design. The goal is cumulative thinking, not content volume.

Coming next · Field note

What Government Taught Me That Academia Did Not

Institutional constraints change what “good evidence” means when decisions cannot wait for perfect information.

Government · Strategy · Institutions
Coming next · Teaching note

Why I No Longer Think a Lecture Should Start with Content

Authentic problems create the reason to care about the mechanism.

Education · iSCARB · Readiness
Coming next · Digital health

From Hospital IT to Digital Health Innovation

What changes when the system is real, the user is a patient, and failure has operational consequences.

Digital Health · SHIFAA · HEALTHx

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