Getting your next lightbulb moment ready…
Getting your next lightbulb moment ready…
Structured outputs, evaluation, agents and an adoption plan that stands up to scrutiny. Shared modules count towards every applicable path. You can repeat or move ahead without losing progress.
Recognise AI · Understand generative AI · Choose a suitable task · Separate capabilities
Minimise and redact · Spot scams and deepfakes · Recognise prompt injection · Keep human oversight
Set a clear goal · Provide useful context · Refine the response · Check before using
Use a prompt framework · Specify constraints · Choose an output format · Define checks
Find unsupported claims · Check independent evidence · Check numbers and omissions · Manage uncertainty
Draft a useful email · Summarise with fidelity · Prepare before a meeting · Review and send
Use approved knowledge · Escalate responsibly · Make honest marketing · Evaluate service quality
Understand your data · Check formulas · Interpret cautiously · Report clearly
Map the current task · Design approval gates · Handle failures · Monitor and improve
Design task contracts · Use examples deliberately · Break down complex work · Validate structured output
Define evaluation criteria · Build a test set · Compare reliably · Act on evidence
Distinguish rules and agents · Limit tool access · Defend against injection · Stop and recover
Choose a pilot · Plan governance · Measure outcomes · Decide and maintain