01

Current progress and boundaries

Government websites and chat services offer information lookup, but policy updates, regional differences, and complex eligibility conditions can lead to outdated or incomplete answers.

02

Why it remains difficult

Rules for seemingly similar matters can differ by location, identity, and time. Incorrect guidance can cause residents to miss deadlines or prepare documents again.

03

Paths worth exploring

Use only verifiable official sources and label the jurisdiction and effective date. Refer users to a human service desk when identity judgments, conflicting policies, or missing documents are involved.

04

How to evaluate success

Test answer accuracy on common and edge cases, source validity, application return rates, and the human handoff experience, and establish a process for updating expired content.