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Use it: fix a wrong answer three ways
Classify the failure, repair in the right layer, attribute the fix.
Start learningWhat you’ll learn
Name the failure first
Classify a wrong answer by its likely cause.
About 4 minutes · Open activity
Try context before anything else
Fix a failure by supplying the missing material.
About 4 minutes · Open activity
Retrieval for facts that change
Choose retrieval when currency is the problem.
About 4 minutes · Open activity
Sampling for variation, not truth
Reject a temperature change as a fix for a wrong fact.
About 4 minutes · Open activity
Smaller can be the right repair
Choose a simpler model when the task allows it.
About 4 minutes · Open activity
Record what actually worked
Attribute a fix to the change that caused it.
About 4 minutes · Open activity
Apply it: fix a wrong answer three ways
Carry out the whole decision once: classify a failure, try the cheapest repair, choose the right layer and attribute the fix.
About 5 minutes · Open activity
Diagnose the whole answer pipeline
Find a retrieval failure, explain two sampling outcomes and compare a compressed model against a task requirement.
About 6 minutes · Open activity