Guides from AI Human Emulators

Useful explanations for making an informed next decision.

How to Plan a Synthetic Persona Evaluation

Turn an AI-agent risk into a reviewable persona scenario and scoring plan.

Build objection, escalation, and vulnerable-user scenarios without confusing simulation with real people.

Create review criteria that make simulation traces comparable and actionable.

Investigate bias, manipulation, and unsafe behavior flags with human judgment.

Organize persona packs, traces, fixes, and comparisons for future agent versions.