Lila Ibrahim, Google DeepMind’s Chief AI Readiness Officer, said sharing AI knowledge is crucial for the responsible development of the technology.

This push for transparency comes as artificial intelligence integrates deeper into public infrastructure. Ensuring that governments understand the implications of these tools is necessary to prevent systemic failures, and ensure equitable access to AI benefits.

Speaking at the World Governments Summit in Dubai on Feb. 5, 2026 [1], Ibrahim said the intersection of corporate development and public policy is key. She said the transition from laboratory environments to societal use requires a rigorous approach to readiness.

"Sharing AI knowledge is crucial," Ibrahim said [2].

During a live interview with CNN Brasil, Ibrahim said the industry must move beyond theoretical capabilities to ensure that tools are stable and safe for the general public.

"We need to ensure AI systems are ready for real‑world deployment and that governments understand the implications," Ibrahim said [3].

Her remarks highlight a growing trend among major AI developers to engage with global leaders on regulatory frameworks. By focusing on readiness, Ibrahim said the risk of AI is not just in the technology itself, but in the gap between technical capability and government understanding.

Google DeepMind's presence at the summit underscores the company's role in shaping how national governments approach AI readiness. The dialogue in Dubai focused on creating a shared language between the private sector and the public officials responsible for oversight.

"Sharing AI knowledge is crucial."

The emphasis on 'AI readiness' suggests a shift in the industry from a race for raw capability to a focus on deployment stability. By advocating for knowledge sharing with governments, Google DeepMind is positioning itself as a partner in regulation, potentially influencing the standards that will govern how AI is integrated into public services worldwide.