In-depth exploration of emerging issues, frameworks, and practices in human-AI collaboration.
Discussion Paper: AI Transparency Standards and Practices
1st January 2026
An exploration of transparency requirements and standards for AI systems in institutional settings, examining current practices and emerging frameworks.
Discussion Paper: Governance Models for Human-AI Collaboration
1st January 2026
Analysis of different governance models and their application to human-AI collaboration frameworks across various institutional contexts.
Discussion Paper: Accountability Mechanisms in AI Systems
1st January 2026
Examination of accountability mechanisms and their implementation in AI systems, including oversight, audit, and responsibility frameworks.
