Europe is currently at a pivotal point in the field of artificial intelligence (AI). The continent is experiencing a surge in AI startups, with countries such as the UK, Germany and France leading the charge. However, a growing concern among tech companies and venture capitalists are the potential over-regulation of AI by the European Union, which could stifle innovation and competitiveness.
A rich pool of talent
Europe is emerging as a global leader in artificial intelligence, thanks to a concentration of talent and innovative policies, according to a report published by Sequoia Capital on the European tech talent landscape. The region is experiencing an AI boom, marked by cutting-edge research and swift innovation from leading technology companies. The presence of highly skilled engineers has been instrumental in this growth, although the talent is primarily concentrated in specific cities, and the hiring and policy landscapes are in a state of flux. Europe offers a conducive environment for AI companies aiming to expand and for those beginning to delve into the technology. The region is home to nearly 200,000 engineers with some AI experience, but the real catalysts of Europe's AI revolution are a core group of around 43,000 dedicated specialists. It is estimated in the above-mentioned report that this group represents a per-capita concentration of AI experts that is 30% higher than in the U.S. and nearly triple that of China.
Universities across Europe are fostering this expertise, with the University of Edinburgh standing out as a particularly fertile training ground, having educated 1.3% of all Europe's AI experts. Other notable contributors include the Technical Universities of Madrid and Munich, the University of Amsterdam, and the global online learning platform Udacity. In terms of sourcing AI talent, London leads the way with approximately 20,000 engineers possessing some AI expertise, more than any other European city. However, Dublin is notable for its high concentration of AI talent, accounting for 17% of all software engineers in the area, which is more than double the average for European cities. Zurich also stands out with 14%, a figure driven by the esteemed Max Planck ETH Center for Learning Systems and Google's strategic decision in 2016 to establish its European machine-learning research group in the city.
A flourishing AI startup scene
Although the United States is widely recognised as the hub of AI innovation and North America hosts the majority of AI startups, Europe's potential in this field is noteworthy. Research conducted by Andre Retterath, a partner at Earlybird Venture Capital, reveals that the United States leads with the highest number of AI startups, totalling 1,752. In contrast, 33 European countries collectively house 1,157 AI companies. However, when it comes to the number of startups per million people, Estonia takes the lead with 10.52, nearly twice the figure for the US, which stands at 5.22. Estonia’s sixth unicorn, is Veriff, an AI-powered identity verification service company, founded and headquartered in Tallinn.
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Data Source: Data-driven VC
The UK is at the forefront of Europe's AI startup scene, boasting 334 such companies. Europe’s third unicorn in 2023 is the London-based AI startup Synthesia, a synthetic video generation platform, which has recently raised $90 million in funding at Series C. Builder.ai, another UK company, has raised $250 million at Series D this year.
Germany and France are also significant players in the AI startup scene, hosting 167 and 135 AI startups respectively. The aforementioned study further reveals that French AI companies have attracted the highest funding in Europe. This aligns with previous reports indicating that France was the only country to see an increase in investments in 2022 compared to the previous year, witnessing a growth of 8%. Gleamer, a HealthTech AI startup based in Paris, is particularly noteworthy. The company is dedicated to developing AI software for radiologists. Another intriguing French company is Mistral AI, which is seen as a competitor to OpenAI. Mistral AI has successfully raised $113M in seed funding, which is reported to be the largest seed round ever in Europe. Bpifrance, a member of the Tech Tour Investors Club along with former Google CEO Eric Schmidt are among the shareholders in Mistral AI. A notable German AI company which raised $130 million in Series A is Kinexon, real-time location intelligence for the Internet of Things.
Switzerland, despite being a small nation, demonstrates a remarkable presence in the field of AI. Home to 67 AI startups, the country benefits from strong academic institutions like ETH Zurich, which has produced numerous AI founders.
The shadow of over-regulation
While the AI startup scene in Europe is thriving, the potential impact of the EU's regulatory approach to AI casts a shadow over the ecosystem. The European Union's proposed Artificial Intelligence Act aims to establish a comprehensive legal framework for AI, focusing on safety, transparency, and ethics. The Act is designed to protect people's rights, particularly in the context of social security, and it classifies AI systems into different risk categories, each with a different level of regulation.
However, the Act has also been criticised for potentially stifling innovation and competitiveness. Critics argue that the Act's draft rules may be overly restrictive, especially in the regulation of generative AI and foundation models. There are also concerns about the Act's assumption that an end-to-end "provider" of an AI system can be identified and held liable.
Executives from 150 VC firms and tech companies, including industry giants like Siemens, Airbus and Renault have signed an open letter to the EU Commission warning against over-regulation of AI.
The Act is expected to have global repercussions, with companies worldwide potentially subject to the regulations. While some see it as a pioneering step towards global AI regulation, others worry that it could set a precedent for overly restrictive legislation. They argue that the proposed laws might heavily regulate foundational AI models regardless of their use cases. This could lead to disproportionate compliance costs and liability risks, forcing companies and investors to leave the EU to take advantage of new AI innovations, thereby creating a critical productivity gap with the US.
The letter calls for the formation of an EU regulatory body, comprised of industry experts, that can monitor how new laws are applied and take into account new technological advances. The signatories believe that Europe cannot afford to stay on the sidelines of the new AI era and must take action to ensure its competitiveness and technological sovereignty.
Striking the right balance
The European AI landscape presents a complex picture. While the continent is home to a growing number of AI startups, the threat of over-regulation looms large. Striking a balance between fostering innovation and ensuring responsible use of AI is a challenge that Europe must address as it seeks to secure its place in the global AI arena.
Europe's AI landscape is at a critical juncture. On one hand, the continent is witnessing a surge in AI innovation, with startups sprouting across various countries and sectors. On the other hand, there is a growing concern about the potential impact of over-regulation on the AI ecosystem.
To secure its place in the global AI arena, Europe must strike a balance between fostering innovation and ensuring the responsible use of AI. This will require a nuanced approach to regulation, one that promotes innovation while safeguarding the interests of society. It's a delicate balance, but one that Europe must strive to achieve as it navigates the path to a prosperous AI-driven future.
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