Experts call for a new approach to Neuro-AI governance

On 8 September 2026, the European Group on Ethics in Science and New Technologies (EGE) released its new Statement 'Governing Neuro-AI: Towards an Infrastructure Approach'.

Neurotechnology and artificial intelligence are increasingly converging as neurodata can be collected, combined and reused to develop AI models and applications across different contexts. This creates opportunities for healthcare, rehabilitation and scientific research, but also raises important questions for fundamental rights, democratic accountability and the public interest.

In this context, the EGE calls for a systemic and anticipatory approach to governing neuro-AI. The Statement shifts the focus from individual devices and neurodata privacy to the wider impacts of the infrastructures through which neurodata are collected, processed and reused. It also addresses questions of European technological sovereignty and public-interest infrastructures.

The EGE recommends:

1. Robust protection of neurodata: define and reinforce protections for neurodata and neurodata-derived inferences under EU data protection law
2. Responsible development of neuro-AI technologies: ensure possible development of Brain Foundation Models and related neuro-AI infrastructures
3. Strong Rights protection: ensure that individuals are protected against disproportionate control where neurodata and neurodata-derived data inferences are used in consequential contexts
4. Enhanced governance capacity: build European public-interest governance capacity for neuro-AI infrastructures
5. Comprehensive fitness check: conduct a targeted regulatory assessment of the EU framework governing neuro-AI systems

The statement can be downloaded here:

Governing neuro-AI