Company AI Risk Explorer
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Welcome to the Company AI Risk Explorer

This tool maps what large global companies say in public about AI risk. We reviewed public documents from roughly 200 of the world's largest companies. We coded every risk they acknowledge against the AI Risk Repository taxonomy.

Filter by company, sector, AI role, or risk. Compare what companies acknowledge against expert ratings of severity, sector vulnerability, and role responsibility.

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Companies × risks

Multi-agent risks

Risks from multi-agent interactions, due to incentives (which can lead to conflict or collusion) and/or the structure of multi-agent systems, which can create cascading failures, selection pressures, new security vulnerabilities, and a lack of shared information and trust.

IBM is the only company we reviewed that acknowledges the AI risk "Multi-agent risks".

Which companies acknowledge this risk?

  • IBM: “background execution in multi-agent environments increases the risk of covert channels if input/output validation is weak.” (AI agents: Opportunities, risks, and mitigations — IBM AI Ethics Board)