OWASP Global AppSec EU 2026 Vienna

AI is tightening its grip on security operations, but when no one can explain what a system is doing, accountability breaks down and attackers gain the edge. Regulations like the EU AI Act now require AI systems to be transparent, yet most organizations lack a concrete way to measure what “transparent” actually means. The AI Explainability Scorecard fills that gap by providing a fast, practical way to assess whether an AI system is traceable and defensible, scoring it on faithfulness, comprehensibility, consistency, accessibility, and operational clarity, including for LLM-based systems. The takeaway is clear: if you cannot explain the results of your AI, it is running your business, not your people.