Main obstacles to the implementation of responsible AI measures, 2024

The 2024 Artificial Intelligence Index Report highlights key challenges in adopting responsible AI measures.

Knowledge and training gaps top the list, cited by 51% of respondents, underscoring the need for upskilling.

Resource constraints (45%) and regulatory uncertainty (40%) follow, reflecting financial and legal hurdles.

Technical limitations (32%) and organisational resistance (22%) reveal internal barriers, while lack of executive support (16%) points to leadership gaps.

Only 3% reported no obstacles. These findings emphasise the multifaceted challenges—from education to infrastructure—that must be addressed to ensure ethical AI deployment.

Stakeholders must prioritise collaboration, investment, and clear policies to overcome these barriers.