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Astera Technology

Discovery effort and question choice

Choose investigations using their decision effect and supplied effort model.

Astera Technology

Choose a question that reduces the largest remaining hypothesis set

Compare question partitions before spending equal investigation effort.

Practical lesson
Astera Technology

Know when pending observations cannot change an inquiry decision

Use finite bounds without claiming a population success rate.

Practical lesson
Astera Technology

Bound the effort an investigation could possibly save

Compare investigation cost with a perfect-information upper bound.

Practical lesson
Astera Technology

Check discovery coverage rather than counting conversations

Identify an unobserved operating role despite repeated interviews elsewhere.

Practical lesson
Astera Technology

Order feasibility checks by their expected stopping effort

A more expensive first check can save work if it stops unsuitable plans sooner.

Practical lesson