MLCommons: Why Evaluation Evidence Must Be Comparable
MLCommons gives teams benchmark and evaluation context for structured, comparable AI performance evidence.
Reading note · AI Evaluation
Source: mlcommons.org
Original observations and attributed reading from the wider field of AI evaluation.
30 notes
OECD AI Principles: 2026 Trustworthy AI Governance Reference
The OECD AI Principles and AI Policy Observatory remain key international references for trustworthy AI policy and governance mapping.
Reading note · AI Governance
Source: oecd.ai
ACM AI Accountability Resources: Governance Beyond Model Metrics
ACM resources give professional and technical context for responsible computing, AI accountability, and governance practice.
Reading note · AI Governance
Source: acm.org
Council of Europe AI Convention: Governance Reference for 2026
The Council of Europe's AI convention is an international reference for human rights, democracy, and rule-of-law considerations in AI governance.
Reading note · AI Governance
Source: coe.int
IEEE AI Ethics Resources: Human Oversight and Accountability
IEEE AI and ethics resources link technical design, human oversight, transparency, and accountability.
Reading note · AI Governance
Source: standards.ieee.org
EDPB AI Data Protection References for 2026 Governance Mapping
The European Data Protection Board provides official data protection references for AI systems that process personal data.
Reading note · Data Protection
Source: edpb.europa.eu
Nature AI Research: Reliability Evidence Must Include Limits
Nature's AI research coverage is useful for understanding reliability limits, scientific evaluation, and responsible AI deployment.
Reading note · AI Evaluation
Source: nature.com
UK ICO AI and Data Protection Guidance: 2026 Reference
The UK ICO provides supervisory guidance on AI and data protection, including fairness, transparency, accountability, and explainability.
Reading note · Data Protection
Source: ico.org.uk
Science AI Coverage: Evidence-Based Adoption Over Vendor Claims
Science offers authoritative research and policy context for AI evaluation, governance, and evidence-based adoption.
Reading note · AI Evaluation
Source: science.org
Bank of England AI Supervision Reference for Financial Services
UK financial regulators provide official reference material for AI adoption, model risk, operational resilience, and financial supervision.
Reading note · Financial Supervision
Source: bankofengland.co.uk
Brookings AI Policy Research: Board-Level Governance Questions
Brookings AI research helps executives understand governance, regulation, public impact, and institutional accountability.
Reading note · AI Governance
Source: brookings.edu
BIS Artificial Intelligence Reference for Financial Risk Governance
The Bank for International Settlements provides international financial-sector context for AI risk, supervision, and systemic governance.
Reading note · Financial Supervision
Source: bis.org
