OECD AI Principles

Strategic Center Evaluation

Adjacent Publisher Context

The following materials are published by the OECD and address topics relevant to the Five Forces, but are not explicitly positioned as components of the OECD AI Principles. They are not included in the /25 coverage score above.

Narrative Strengths & Gaps

Force 1 — Internal Pressures & Capabilities. The Principles set out what any organisation acting as an AI actor should have in place: traceability of datasets, processes and decisions; a systematic risk management approach at each phase of the AI system lifecycle; responsible business conduct; and mechanisms to override, repair or decommission systems that risk undue harm (Recommendation (PDF)). Accountability is tied to each actor’s role, context and the state of the art. As a policy standard, the instrument does not assess where an organisation stands (Map: Not met) or set out a route to get anywhere (Course: Not met); operating model, talent, data strategy and value creation inside the enterprise sit outside its scope. Its destination is explicit, a values baseline for AI that is innovative and trustworthy and respects human rights and democratic values, rather than an organisational ambition to choose.

Force 2 — Global & Geopolitical Dynamics. International co-operation is one of the five policy recommendations: governments, including developing countries, are asked to co-operate through the OECD and other fora and to promote multi-stakeholder, consensus-driven global technical standards for interoperable and trustworthy AI. With 47 adherents, and a G20 commitment drawn from the same text, the OECD presents the Principles as “a foundation for global interoperability between jurisdictions” (OECD AI Principles overview). Geopolitical competition, export controls and sovereignty are outside the instrument’s consensus-building purpose.

Force 3 — Societal & Regulatory Pressures. As the first intergovernmental standard on AI, the Recommendation is itself part of the regulatory environment enterprises face: its AI system definition and lifecycle are reported in use across EU, Council of Europe, US and UN frameworks. Recommendation 2.3 favours an agile, outcome-based policy environment with controlled experimentation, and Principle 1.2, as amended in 2024, addresses misinformation and disinformation amplified by AI (Recommendation (PDF)). The instrument states principles rather than procedures; implementation tools sit on OECD.AI as adjacent resources (Section 2.75).

Force 4 — Industry & Competitive Pressures. Recommendation 2.2 describes the ecosystem governments should foster — data, AI technologies, compute and connectivity infrastructure, and knowledge-sharing mechanisms such as data trusts — and 2.1 encourages public and private investment in research and development. Market competition and competitive positioning are not addressed directly, consistent with the instrument’s focus on public policy.

Force 5 — Human Needs & Aspirations. Human-centred outcomes are central to the Principles. Principle 1.1 directs AI towards beneficial outcomes for people and the planet, including augmenting human capabilities, enhancing creativity and reducing inequalities; Principle 1.2 names dignity, autonomy, non-discrimination and internationally recognised labour rights; and Recommendation 2.4 calls for a fair transition for workers, support for people affected by displacement, and social dialogue (Recommendation (PDF)). Customer expectations of individual enterprises are outside the instrument’s societal scope.

What this framework does not give you. A map of where the organisation stands. Without a clear picture of where it stands, an enterprise cannot tell which moves matter most. A route from today to a destination. Without a route, even a well-chosen destination stays an aspiration. A way to choose your own destination; it supports use of AI that is innovative and trustworthy and that respects human rights and democratic values. An enterprise that has not stated its own ambition cannot check whether this destination is the right one for it.

Synthesis. The OECD AI Principles serve general counsel, chief risk and compliance officers, public-policy and government-affairs teams, and boards that need to understand the international baseline behind many national AI rules — and to align their organisation’s values and accountability with it. They suit organisations of any maturity operating across several jurisdictions, whatever their strategic destination. The Five Forces lens complements them by translating these societal and international expectations into enterprise choices: where the organisation stands, the route and destination it chooses, operating model and capabilities, competitive positioning, geopolitical exposure, declared planning horizons, the choice between automation and augmentation, and the rising value of ideas as execution becomes cheaper.

Sources

Tier 1 (scored), recency-gate pass unless noted:

1. OECD AI Principles overview – live page presenting the May 2024 update as current; canonical anchor
2. Recommendation of the Council on Artificial Intelligence (OECD/LEGAL/0449) – amended 3 May 2024; linked from the anchor; accepted under recency rebuttal (a)
3. Recommendation of the Council on Artificial Intelligence (PDF) – amended 3 May 2024; full text of the instrument; source of Section 2 evidence

Tier 2 (reported in Section 2.75, not scored):

1. Catalogue of Tools & Metrics for Trustworthy AI – live platform, continuously updated
2. OECD AI Incidents Monitor – live platform, continuously updated

Tier 3 (third-party corroboration, not scored):

1. None used.

Excluded on recency or quality (not scored):

1. None cited.