Security & Trust #2intermediate

AI Governance and Guardrails

Ship AI systems that are auditable, compliant, and fair. Build acceptable use policies, output validation pipelines, human-in-the-loop approval workflows, compliance mappings for SOC 2/GDPR/EU AI Act, bias detection test suites, and governance dashboards.

What You Build

A governance framework with acceptable use policy, output validation, approval workflows, compliance mapping, bias detection, and reporting dashboard

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intermediateSecurity & Trust

Secure Agentic Systems

AI Governance and Guardrails

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governanceguardrailscompliancebias-detectionsoc2gdpreu-ai-actfairness

Dr. Maya Chen

lecture · formal

First 5 lessons are free (83% of the course). No login required.

Policy and Controls

Acceptable use policies, output validation, and approval workflows.

Building an AI Acceptable Use Policy

30 min Ship Build in Public

Ship: AI acceptable use policy document tailored to your organization

Tweet: Tweet: 'Your team is using AI whether you have a policy or not. Better to write the rules than discover the violations.'

Output Validation and Content Filters

30 min Ship

Ship: Output validation pipeline with content classification and filtering rules

Human-in-the-Loop Approval Workflows

30 min Ship

Ship: Approval workflow with configurable gates for different risk levels

Compliance and Fairness

Regulatory compliance, bias detection, and governance reporting.

Compliance Frameworks for AI (SOC 2, GDPR, EU AI Act)

30 min Ship

Ship: Compliance checklist mapping your AI usage to SOC 2, GDPR, and EU AI Act requirements

Bias Detection and Fairness Testing

30 min Ship Build in Public

Ship: Bias detection test suite with fairness metrics and remediation plan

Tweet: Tweet: 'Built a bias detection pipeline for our AI outputs. Found 3 issues in the first hour. Better to find them now than let users find them.'

Preview — content blurs halfway through

Governance Dashboard and Reporting

30 min

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$5 for full course or $25/mo for everything

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