AI Risk Regulation: Cost of excluding the SME engine

AI Risk Regulation: Cost of excluding the SME engine

Artificial Intelligence is poised to surpass all previous technological achievements in terms of its potential impact. With this, however, comes a need for an AI framework that is not only responsible and effective but also considers all perspectives.

Following the UK Government’s recent AI Summit and the Biden Administration’s Executive Order, and their focus on multinational technology companies, Access Partnership’s latest report, ‘AI Risk Regulation: Cost of excluding the SME engine’, explores the potential dangers of not including small and medium-sized (SME) perspectives and priorities in the development of AI regulation. Featuring interviews with four leading AI SMEs across healthcare, data analytics, behavioural insights, and visual interpretation, our report identifies several risks associated with not pursuing a genuinely multi-stakeholder approach to AI governance and excluding a significant portion of the economy, as well as an important centre of innovation for new applications and use cases.

The report seeks to craft an AI framework that factors in all layers of the ecosystem, highlighting three significant areas in need of regulation: 1) Incorrect data; 2) Incorrect output; and 3) Incorrect usage. Our paper offers potential approaches that can be taken to regulate each of these areas, exploring topics ranging from penetration testing to extensive third-party testing.

Download report 

Access Partnership closely monitors AI developments across the globe, with an AI Policy Lab dedicated to cultivating in-depth and frank conversations surrounding AI.

Related Articles

The Saturation Point: Charting the Limits of Artificial Intelligence

The Saturation Point: Charting the Limits of Artificial Intelligence

It is postulated that AI’s rapid growth is constrained by its massive energy consumption. Training large models like GPT-3 can...

3 Jul 2025 Opinion
Access Alert: Takeaways from ITU Council Meeting 2025

Access Alert: Takeaways from ITU Council Meeting 2025

2025 marks the 160th anniversary of the International Telecommunications Union (ITU), the United Nations body responsible for coordinating global telecommunication...

2 Jul 2025 Opinion
The Practical Path Forward: Why Data Regulations 2.0 Must Be Built for Emerging Tech – And Fast

The Practical Path Forward: Why Data Regulations 2.0 Must Be Built for Emerging Tech – And Fast

This article is part of Access Partnership’s series ‘The New Privacy Playbook: Adapting to a Shifting Global Landscape’, which explores...

17 Jun 2025 Opinion
Building Resilient Healthcare Supply Chains Across Asia Pacific

Building Resilient Healthcare Supply Chains Across Asia Pacific

The COVID-19 pandemic exposed critical vulnerabilities in global healthcare supply chains. In response, this initiative, led by the National Center...

16 Jun 2025 Reports