Impact Assessment

Assessing impact before and after deployment: social, rights-related, environmental and economic impact, estimation methodologies, consultation of stakeholders, and impact reports. Excludes psychological and cognitive impact as a normative subject, which belongs to 12.4, measuring operational return, which belongs to 8.9, and conformity assessment, which belongs to 9.7.

• 8.9 Measuring ROI and Everyday Adoption
• 9.7 TEVV, External Audit and Conformity Assessment
• 12.4 Psychological, Cognitive and Social Impact

• 9.1 Measurement Frameworks and Reference Metrics
• 9.2 General-Task Benchmarks
• 9.3 Specialized Benchmarks
• 9.4 Evaluating Agentic Systems
• 9.5 Stress and Robustness Testing
• 9.6 Red Teaming and Security Bounties
• 9.7 TEVV, External Audit and Conformity Assessment
• 9.9 Reproducibility, Open Science and Benchmark Snapshots