What you will be able to show
A reusable AI workflow with a verification checklist and documented failure boundaries.
ai · All levels
AI Fluency & Verification
Use modern AI deliberately: frame work, provide context, verify claims, protect data, and keep human ownership.
Learn activelyShort decisions before explanation
Verify independentlyTests, sources, and failure cases
Finish with proofArtifacts another person can inspect
Skills practiced in context
Four-mission proof sprint
Do the work. Keep the evidence.
Check a mission only after the proof exists. Progress stays in this browser and also appears in the Modern Skills catalog.
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01
Map capability and failure
Test one task across two assistants and record where each succeeds, guesses, or refuses.
Proof: A comparison matrix with three verified failure modes. -
02
Engineer the context
Turn a vague request into a goal, constraints, evidence, output contract, and stopping rule.
Proof: A reusable prompt template plus one before-and-after result. -
03
Build a verification gate
Check sources, edge cases, security, and reproducibility before accepting an output.
Proof: A completed five-gate review. -
04
Make the final decision
Write what the model contributed, what you rejected, and why the result is safe to use.
Proof: A short decision record with explicit human ownership.
0 of 4 proof missions complete
0%
Proof sprint complete
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Primary learning sources
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These external resources are optional benchmarks. Complete the LearnByShorts mission and bring back one useful artifact.