Risk Assessment

Identify, evaluate, and mitigate potential threats to ensure safe and reliable AI agent operations

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Introduction

Risk Identification

Risk Scoring

Mitigation Strategies

Key Takeaways

Risk assessment is a continuous process, not a one-time checklist. Here are the essential principles, practices, and implementation strategies to ensure your AI agents operate safely:

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Remember

Risk assessment is not about eliminating all risk—that's impossible. It's about understanding your risk landscape, making informed tradeoffs, and implementing proportionate controls.

Start with high-impact, high-likelihood risks. As you mature, expand coverage to medium and low risks. Always keep learning from incidents and near-misses to improve your models.

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Risk Assessment

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Key Takeaways

Risk Assessment is Proactive, Not Reactive

Systematic Identification Prevents Blind Spots

Score Risks Using Impact × Likelihood

Risk Matrices Provide Clear Prioritization

Layer Multiple Mitigation Strategies

Different Risks Require Different Strategies

Continuous Monitoring is Essential

Document Everything for Accountability

Involve Stakeholders Early and Often

Review and Update Risk Assessments Regularly