Teaching Artifact Worked Example
Demo Debt
Article-first SharePlane thesis defining demo debt as the liability created when impressive AI demos are mistaken for supportable operational capability.
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Topic
Model Evaluation
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Clear Thinking Is the Control Plane
A long-form SharePlane article arguing that AI makes clear thinking the control plane because apparent success is cheap, verified success is expensive, and autonomy must be earned through intent, evals, evidence, and constraint.
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