Daily Shaarli
June 23, 2025
et according to independent ICT expert Bert Hubert, such initiatives, while admirable, represent little more than digital window dressing.
“These are quite suitable if you’re a pigeon racing association and want to put your pigeon racing association website there,” he said. “But if you come along saying, ‘I’m Rabobank and I want to outsource my banking operations to you’, you’re not going to engage with a hosting provider that says, ‘We have an offer for €5 per month’.”
The harsh assessment reflects a broader reality facing Europe’s digital sovereignty ambitions: the chasm between political rhetoric and technological capability has never been wider.
As American cloud providers such as AWS announce new European entities claiming sovereign operations, the question becomes whether Europe’s homegrown alternatives can ever bridge the gap between aspiration and enterprise-grade reality.
This study explores the neural and behavioral consequences of LLM-assisted essay writing. Participants were divided into three groups: LLM, Search Engine, and Brain-only (no tools). Each completed three sessions under the same condition. In a fourth session, LLM users were reassigned to Brain-only group (LLM-to-Brain), and Brain-only users were reassigned to LLM condition (Brain-to-LLM). A total of 54 participants took part in Sessions 1-3, with 18 completing session 4. We used electroencephalography (EEG) to assess cognitive load during essay writing, and analyzed essays using NLP, as well as scoring essays with the help from human teachers and an AI judge. Across groups, NERs, n-gram patterns, and topic ontology showed within-group homogeneity. EEG revealed significant differences in brain connectivity: Brain-only participants exhibited the strongest, most distributed networks; Search Engine users showed moderate engagement; and LLM users displayed the weakest connectivity. Cognitive activity scaled down in relation to external tool use. In session 4, LLM-to-Brain participants showed reduced alpha and beta connectivity, indicating under-engagement. Brain-to-LLM users exhibited higher memory recall and activation of occipito-parietal and prefrontal areas, similar to Search Engine users. Self-reported ownership of essays was the lowest in the LLM group and the highest in the Brain-only group. LLM users also struggled to accurately quote their own work. While LLMs offer immediate convenience, our findings highlight potential cognitive costs. Over four months, LLM users consistently underperformed at neural, linguistic, and behavioral levels. These results raise concerns about the long-term educational implications of LLM reliance and underscore the need for deeper inquiry into AI's role in learning.