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Evaluating Self-Regulation in Technology Markets

7 chapters · 32 lessons

1. 1. Anatomy of Self-Regulatory Commitments

   4 lessons

   Decode the structure and intent behind voluntary industry standards, from technical controls to public signaling.

2. 2. Distinguishing Real Controls from Compliance Theater

   5 lessons

   Build evaluation criteria to separate governance artifacts that measure risk from those that only document process.

3. 3. Competitive Effects of Voluntary Standards

   4 lessons

   Analyze how self-regulation shapes market structure, compliance costs, and barriers to entry.

4. 4. Designing Governance Controls That Scale

   5 lessons

   Build internal governance systems that adapt as products, models, and architectures evolve.

5. 5. Launch Readiness and Pre-Release Risk Assessment

   5 lessons

   Create checklists and workflows that integrate technical testing with governance requirements before product release.

6. 6. Evaluating Third-Party Frameworks and Certifications

   4 lessons

   Assess the credibility, enforceability, and market acceptance of external governance standards.

7. 7. Applying Self-Regulation Frameworks Across Technology Domains

   5 lessons

   Transfer evaluation skills to platform ecosystems, data privacy, developer tools, and emerging technology markets.