Assistants obey in internal tests; after customer launch,诱导话术 pulls data that should stay hidden. That is not surprise—it is missing tests. Pre-release must include privilege-escalation, identity spoofing, and internal-field extraction cases—expect refuse and log, not model "should know better." Failures add guardrails before launch.
Treat attacks as stories—they replay with customers. Treat attacks as test cases—they stop in test environments.
Test Cases Beat Slogans
List forbidden answer categories: payroll detail, unreleased pricing, others' data. Each gets normal and bypass phrasing. Expect refuse and record—not hope. Re-run same suite after model or knowledge changes.
- Do not test only friendly questions.
- Failed cases block release—not "watch and see."
- Sample customer logs against test cases.
Guardrails Before Demo
The XYN digital intelligence system connects assistant permissions, refuse policies, and session audit to business chains. Demos may dazzle; release checks test green. Green—customer ready; not green—internal tool first.
Ask: does the launch checklist include privilege-escalation cases? If not, add before ship—do not let customers test for you.
