AI Priority Risk View

Severity × Likelihood Scatter Plot

Compare risks by expected severity and likelihood of serious harm. Features interactive mitigation effects visualization showing how pragmatic interventions could reduce risk levels across all categories.

AI Ecosystem Actors

Understanding the framework used in this survey helps interpret the expert prioritization results. The following relevant sections explain the criteria experts used to assess risks, the AI ecosystem actors evaluated, and the industry sectors analyzed.

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Industry Sectors

The survey evaluated vulnerability across 14 major industry sectors based on the North American Industry Classification System (NAICS). The following relevant sectors are:

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Explore Other Risk Priorities

Click through the links below to explore each priority risk.

Actor Vulnerability Matrix

Vulnerability patterns across the AI value chain showing which actor types (developers, users, etc.) are most exposed to each risk. Critical for understanding risk distribution in the AI ecosystem.

7 actors × 24 experts

239

experts

Sector Vulnerability Matrix

Sector-specific vulnerability assessments revealing which industries face the greatest exposure to each risk Enables targeted guidance: "I'm in the healthcare sector — which AI risks should I focus on?"

14 sectors × 24 risks

239

experts

Actor Responsibility Matrix

Expert consensus mapping responsibility for addressing each risk category across the AI ecosystem. Enables accountability frameworks and helps organizations understand their role in AI risk management.

7 actors x 24 risks

239

experts

Severity × Likelihood Scatter Plot

24 risks x 2 scenarios

210

experts

Expert Concern Rankings

Top AI risks ranked by expert concern levels, featuring qualitative reasoning and commentary from the expert panel. Understand which risks experts believe deserve the most attention and why.

Top 24 risks by concern

210

experts

Severity × Likelihood Heatmap

Interactive matrix showing expert assessments of harm severity probabilities for all 24 AI risks. Explore detailed probability distributions across five severity levels with sortable views and expert commentary.

24 risks x 5 severity levels

210

experts