AI System Architecture25 min
Evaluating AI Systems
Build a versioned evaluation set and a regression gate that can reveal where a system starts to fail.
Huang Tzu Lin
5 posts
Build a versioned evaluation set and a regression gate that can reveal where a system starts to fail.
Bring evidence, state, approvals, and recovery together in an inspectable travel-planning system.
Reconstruct reading order, tables, and source relationships so a document becomes traceable evidence.
Retrieve permitted evidence, preserve its sources, and evaluate retrieval separately from the final answer.
Resolve a support case with evidence, account permissions, clear escalation, and verified outcomes.