14 Hidden AI Behaviors You Must Detect
An interactive deep-dive into AuditBench: the alignment auditing benchmark that reveals how AI models can harbor concealed behaviors and how the PALO Framework helps you identify, assess, and mitigate each one.
The 14 Hidden Behaviors PALO Analysis
Each behavior card provides a full PALO Framework analysis: Why it matters, How it manifests, Tips for detection, Tricks models use to hide it, Mitigation strategies, and Identification techniques.
Key Research Findings
Investigator Simulator
Simulate an Alignment Audit
An interactive auditing game. Start Blind Mode for a random hidden behavior you must identify, or select a specific behavior to practice. The model gives contextual, behavior-specific responses to your probes. Use audit tools to gather evidence, then submit your guess!
🎲 Blind Mode A random hidden behavior is assigned. You must figure out which one!
🎯 Training Mode Select a specific behavior to learn how it manifests.
Start by choosing a mode from the sidebar.
PALO Alignment Self-Assessment
Evaluate Your AI System
Use this checklist to assess whether your AI system might harbor hidden behaviors and evaluate your auditing readiness according to the PALO Framework.
System Profile
Auditing Checklist
Your PALO Audit Score
Protect Against Hidden AI Behaviors
Use the full PALO Framework toolkit to implement systematic alignment auditing and ensure responsible AI governance in your organization.