# findings
7 articlestagged with “findings”
Execution and Reporting
How to execute an AI red teaming engagement and deliver professional findings, including evidence collection, statistical reporting, and remediation guidance.
AI Red Team Report Writing
Writing AI red team reports: executive summaries, finding templates, AI-adapted risk ratings, remediation recommendations, and common mistakes to avoid.
Red Team Findings → Remediation
How to map offensive findings to defensive recommendations, severity scoring for AI vulnerabilities, actionable remediation guidance, and the report-to-fix pipeline.
Communicating AI Security Findings to Clients
Strategies for effectively presenting AI security findings to technical and non-technical audiences.
Technical Findings Documentation
How to document AI-specific vulnerabilities: reproduction steps, severity assessment with AI-adapted frameworks, remediation recommendations, and finding templates.
Attack Execution Workflow
Step-by-step workflow for executing AI red team attacks: selecting techniques from recon findings, building attack chains, documenting findings in real-time, managing evidence, and knowing when to escalate or stop.
Report Writing Walkthrough
Step-by-step guide to writing AI red team reports: structure, executive summary, technical findings, risk ratings, remediation recommendations, peer review, and delivery.