Insights

Research translated into practical decisions for schools.

Keith examines claims about AI, distinguishes evidence from interpretation, and connects the findings to choices school leaders and educators face.

Keith Ray listening during a collaborative professional learning session
Evidence matters. Context matters. Listening comes first.
Decision signalsApplyPilotMonitorAvoid

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AI Evidence for Schools

Each issue examines one claim, reports what the evidence supports, identifies what it does not establish, and offers a practical decision signal.

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From evidence to action

A consistent way to read a claim before acting on it.

The signal supports professional judgment. It does not replace the school’s context or responsibility.

Apply

The evidence and local conditions support use now.

Pilot

A bounded test can answer the school’s remaining questions.

Monitor

The issue matters, but the evidence does not yet justify action.

Avoid

The likely risks, costs, or weak evidence do not support adoption.