围绕技术整合的观点冲突:欧盟近期无人机政策概览

Samar Abbas Nawaz
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Around half a year later, the European Union (EU) Aviation Safety Agency (EASA) passed the ‘EASA AI Roadmap 2.0 Human-Centric Approach to AI in Aviation’ (AI Roadmap) outlining future challenges and opportunities of Artificial Intelligence (AI) for the European aviation sector, including civilian drones. Common in both instruments is a time-bound vision: whereas the Drone Strategy envisions various facets of drone normalization to manifest in 2030, the AI Roadmap produces a timeline (2019–2050+) reflecting the planned standardization of AI systems and their approvals. Another common feature is AI because the prevailing state of drone technology shows a growing reliance on AI systems. It thus becomes imperative to read them in conjunction, as drone normalization is dependent on the regulatory approvals of such systems. Such political and legal analysis, as conducted in this article, shows a glaring inconsistency between the two visions.</p><p>The inconsistency in different policies on the same point puts into question the institutional coherence within the EU, an idea that refers to a situation where ‘a single policy area is served by two set of actors and their different procedures’ (Marangoni &amp; Raube, <span>2014</span>, p. 475). As discussed in the succeeding section, drones form part of various European policy agendas, such as sustainability, green transition, security and defence, and urban mobility. Therefore, the alignment of visions around its integration ought to be well-tuned. A lack of consistency in such regard raises questions around political harmony amongst different institutions and their priorities, which may hinder different political agendas.</p><p>This article begins by briefly introducing the two instruments through separate sections. In the subsequent section, I highlight the inconsistency between them by also touching upon the current state of drone technology. The concluding section then summarizes the findings and points to future implications of such inconsistency.</p><p>The Drone Strategy 2.0 was released in November 2022 by the Directorate-General Mobility and Transport (DG MOVE), the DG in the EC with the political portfolio of mobility and transport, with the collaboration of different stakeholders. The instrument is also backed by a working staff document containing studies and surveys regarding drones. Despite its name, this strategy is the first of its kind, since it holistically covers various facets of civilian drone use such as civil-military synergies, counter drone technology, impact on sustainability, digitalization of European economy and aviation regulation. That comprehensiveness did not exist in the previous drone-related policies.</p><p>In 2014, the EC came up with a similar instrument as the Drone Strategy 2.0, entitled ‘A New Era for Aviation. Opening the Aviation Market to the Civil Use of Remotely Piloted Aircraft Systems in Safe and Sustainable Manner’ (EC, <span>2014</span>). That communication highlighted the potential benefits of civilian drones and remarked a commitment towards rulemaking for its safety, security and privacy, as well as ensuring more investments in the research and development of this technology. It was followed by various instruments. Among them is the 2015 ‘Riga Drone Declaration’ and Communication ‘An Aviation Strategy for Europe’ outlining aims for drone-related rules. In 2019, two regulations were passed covering the operations (Implementing Regulation (EU) 2019/947) and design (Delegated Regulation (EU) 2019/945) of civilian drones. In 2020, the EC passed the ‘EU Security Union Strategy’ and the ‘Counter-Terrorism Agenda for the EU: Anticipate, Prevent, Protect, Respond’, which touched upon the issue of counter drone technology. To deal with the issue of unmanned traffic management, also known as ‘U-Space’, the Implementing Regulation (EU) 2021/664 (EC, <span>2021</span>) was passed as the basis of U-Space. On the security and defence front, the ‘Roadmap on Critical Technologies for Security and Defence’ was passed in early 2022, holding relevance when it comes to dual-use technology research within the EU. One finds the explicit aim of formulating Drone Strategy 2.0 in the 2020 Communication for a ‘Sustainable and Smart Mobility Strategy—Putting European Transport on Track for the Future’, which generally outlined the future challenges and benefits offered by drones for European transport (EC, <span>2020</span>).</p><p>While the suffix ‘2.0’ with Drone Strategy may give an impression that it is preceded by another similar holistic document, this is not the case, as highlighted above. Accordingly, the so-called ‘Drone Strategy 1.0’ is presumed to be a set of the referred action plans, communications, regulations and reports around civilian drones that have been produced up until the Drone Strategy 2.0 came about (EC, <span>2022b</span>, p. 7); the most important of which I have mentioned in the previous paragraphs. Considering the nature and scope of this article, I have not addressed the full list of instruments that precede the strategy, but the ones covered here already provide a broad idea of the EC's endeavours around drone integration.</p><p>Implicit in the above vision is the presumption that by 2030, the institutions, policies and standards would be sufficient to pave the way for drone normalization. However, the strategy suffers from obscurities by not addressing the regulatory efforts required for the integration of civilian drones (Scott &amp; Andritsos, <span>2023</span>) or considering the ‘difficulty of scaling operations’ (European Parliament, <span>2023</span>, p. 11). Much could be questioned about the politics behind such high-level goals. For instance, less attention is paid to social acceptance (European Parliament, <span>2023</span>, p. 69) or the issues of noise and visual pollution (Bergersen, <span>2021</span>). However, this article is particularly interested in the planned standardization around AI systems and the regulatory approvals that will enable drone operations in civilian airspace. In such regard, the AI Roadmap released by the EU specialized aviation agency, EASA, holds great relevance. The next section analyzes that instrument.</p><p>The envisioned timeline showing EASA's plan to develop necessary guidelines for each level and their consequent approvals is shown in Figure 1. In contrast to AI Roadmap 1.0, the second version extended years for approvals of commercial Single Pilot Operation from 2030 to 2035, and for autonomous AI (systems of the highest automation level) from 2035 to 2050+. This extension reflects EASA's realization of the complexities involved in developing standards and granting approvals for AI systems.</p><p>Considering the later release of the AI Roadmap 2.0 than Drone Strategy 2.0, one expected more alignment in the visions and further clarity. Nonetheless, the modifications were crafted in a different fashion. The inconsistency arises because the systems that will normalize drone operations, as envisioned in the Drone Strategy, lie at level 3A. In addition, as can be seen in Figure 1, their approvals would not even commence before 2035. This section argues that such systems would lie at level 3A from two angles: first, by analysing EASA's elaboration of AI levels, and second, by highlighting the current state of drone technology.</p><p>The commitment to integrate drone technology in the civilian domain is quite prominent at the EU level. The Drone Strategy and EASA's AI Roadmap emerge as a reassurance of that commitment. However, in delineating the visions around it, the key European institutions lack coherence. Looking at the strategy, one gets an impression that EU airspace would be highly automated and digitalized by 2030, where drones would be operating with minimum human control. Yet, the EASA's roadmap extends quite the opposite impression for 2030. According to the latter, automation would be at a very low level, where humans would still be taking decisions and performing actions while the system would only be assisting them. Also, the current drone technology operates at a higher automation level. Complicating things further, the U-Space is also planned to be automated. Large-scale drone operations, as the strategy envisions, would thus not be possible at a low automation level. This article studied the most recent key policy instruments, but indeed with only two cases one cannot make out a case of general incoherence amongst EU bodies. Yet, the inconsistency exhibited in my analysis does raise questions about how coherent is policy-making at the general and specific levels within the EU.</p><p>This case also highlights that the regulation and integration of new technologies is a mounting task, even for experienced regulatory entities such as the EU. This has important implications, because drones are increasingly penetrating in different European policy agendas, and therefore incoherent visions amongst institutions can cause political and regulatory challenges in the future. While harmonization between member states, the EC and the European Council in relation to the strategy remains a challenge (Lavallée &amp; Martins, <span>2023</span>), the inconsistency highlighted in this article raises questions about harmonization among EU bodies. These issues may also impact the global regulatory influence exercised by EU, a phenomenon labelled by Anu Bradford as the ‘Brussels Effect’, highlighting how EU policies in areas such as data protection, health and safety, and environment have become global standards (Bradford, <span>2020</span>). These EU drone policies thus bear potential regulatory influence elsewhere too, and less attention paid towards noise or visual pollution, and on social acceptance of these measures, can create an undesirable precedent. Finally, for a political entity like the EU, issues of policy coherence also have crucial implications regarding the effectiveness, legitimacy and credibility of its actions (Marangoni &amp; Raube, <span>2014</span>, p. 486); for all these reasons, future regulatory efforts could benefit from greater consistency.</p>","PeriodicalId":100329,"journal":{"name":"Contemporary European Politics","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cep4.4","citationCount":"0","resultStr":"{\"title\":\"Conflicting visions around technology integration: A look at recent EU drone policies\",\"authors\":\"Samar Abbas Nawaz\",\"doi\":\"10.1002/cep4.4\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>For many years, the European Commission (EC) has been envisioning integration of drones into civilian airspace. This vision entails scalable drone operations in the European civil airspace for commercial and private purposes such as inspection, urban mobility, logistics and so forth. In such regard, one finds various European declarations, strategies and regulations around civilian drones. Most recently, in late 2022, the EC adopted the ‘Drone Strategy 2.0 for a Smart and Sustainable Unmanned Aircraft Eco-System in Europe’ (Drone Strategy) with an aim to create a drone ecosystem for sustainable future mobility. Around half a year later, the European Union (EU) Aviation Safety Agency (EASA) passed the ‘EASA AI Roadmap 2.0 Human-Centric Approach to AI in Aviation’ (AI Roadmap) outlining future challenges and opportunities of Artificial Intelligence (AI) for the European aviation sector, including civilian drones. Common in both instruments is a time-bound vision: whereas the Drone Strategy envisions various facets of drone normalization to manifest in 2030, the AI Roadmap produces a timeline (2019–2050+) reflecting the planned standardization of AI systems and their approvals. Another common feature is AI because the prevailing state of drone technology shows a growing reliance on AI systems. It thus becomes imperative to read them in conjunction, as drone normalization is dependent on the regulatory approvals of such systems. Such political and legal analysis, as conducted in this article, shows a glaring inconsistency between the two visions.</p><p>The inconsistency in different policies on the same point puts into question the institutional coherence within the EU, an idea that refers to a situation where ‘a single policy area is served by two set of actors and their different procedures’ (Marangoni &amp; Raube, <span>2014</span>, p. 475). As discussed in the succeeding section, drones form part of various European policy agendas, such as sustainability, green transition, security and defence, and urban mobility. Therefore, the alignment of visions around its integration ought to be well-tuned. A lack of consistency in such regard raises questions around political harmony amongst different institutions and their priorities, which may hinder different political agendas.</p><p>This article begins by briefly introducing the two instruments through separate sections. In the subsequent section, I highlight the inconsistency between them by also touching upon the current state of drone technology. The concluding section then summarizes the findings and points to future implications of such inconsistency.</p><p>The Drone Strategy 2.0 was released in November 2022 by the Directorate-General Mobility and Transport (DG MOVE), the DG in the EC with the political portfolio of mobility and transport, with the collaboration of different stakeholders. The instrument is also backed by a working staff document containing studies and surveys regarding drones. Despite its name, this strategy is the first of its kind, since it holistically covers various facets of civilian drone use such as civil-military synergies, counter drone technology, impact on sustainability, digitalization of European economy and aviation regulation. That comprehensiveness did not exist in the previous drone-related policies.</p><p>In 2014, the EC came up with a similar instrument as the Drone Strategy 2.0, entitled ‘A New Era for Aviation. Opening the Aviation Market to the Civil Use of Remotely Piloted Aircraft Systems in Safe and Sustainable Manner’ (EC, <span>2014</span>). That communication highlighted the potential benefits of civilian drones and remarked a commitment towards rulemaking for its safety, security and privacy, as well as ensuring more investments in the research and development of this technology. It was followed by various instruments. Among them is the 2015 ‘Riga Drone Declaration’ and Communication ‘An Aviation Strategy for Europe’ outlining aims for drone-related rules. In 2019, two regulations were passed covering the operations (Implementing Regulation (EU) 2019/947) and design (Delegated Regulation (EU) 2019/945) of civilian drones. In 2020, the EC passed the ‘EU Security Union Strategy’ and the ‘Counter-Terrorism Agenda for the EU: Anticipate, Prevent, Protect, Respond’, which touched upon the issue of counter drone technology. To deal with the issue of unmanned traffic management, also known as ‘U-Space’, the Implementing Regulation (EU) 2021/664 (EC, <span>2021</span>) was passed as the basis of U-Space. On the security and defence front, the ‘Roadmap on Critical Technologies for Security and Defence’ was passed in early 2022, holding relevance when it comes to dual-use technology research within the EU. One finds the explicit aim of formulating Drone Strategy 2.0 in the 2020 Communication for a ‘Sustainable and Smart Mobility Strategy—Putting European Transport on Track for the Future’, which generally outlined the future challenges and benefits offered by drones for European transport (EC, <span>2020</span>).</p><p>While the suffix ‘2.0’ with Drone Strategy may give an impression that it is preceded by another similar holistic document, this is not the case, as highlighted above. Accordingly, the so-called ‘Drone Strategy 1.0’ is presumed to be a set of the referred action plans, communications, regulations and reports around civilian drones that have been produced up until the Drone Strategy 2.0 came about (EC, <span>2022b</span>, p. 7); the most important of which I have mentioned in the previous paragraphs. Considering the nature and scope of this article, I have not addressed the full list of instruments that precede the strategy, but the ones covered here already provide a broad idea of the EC's endeavours around drone integration.</p><p>Implicit in the above vision is the presumption that by 2030, the institutions, policies and standards would be sufficient to pave the way for drone normalization. However, the strategy suffers from obscurities by not addressing the regulatory efforts required for the integration of civilian drones (Scott &amp; Andritsos, <span>2023</span>) or considering the ‘difficulty of scaling operations’ (European Parliament, <span>2023</span>, p. 11). Much could be questioned about the politics behind such high-level goals. For instance, less attention is paid to social acceptance (European Parliament, <span>2023</span>, p. 69) or the issues of noise and visual pollution (Bergersen, <span>2021</span>). However, this article is particularly interested in the planned standardization around AI systems and the regulatory approvals that will enable drone operations in civilian airspace. In such regard, the AI Roadmap released by the EU specialized aviation agency, EASA, holds great relevance. The next section analyzes that instrument.</p><p>The envisioned timeline showing EASA's plan to develop necessary guidelines for each level and their consequent approvals is shown in Figure 1. In contrast to AI Roadmap 1.0, the second version extended years for approvals of commercial Single Pilot Operation from 2030 to 2035, and for autonomous AI (systems of the highest automation level) from 2035 to 2050+. This extension reflects EASA's realization of the complexities involved in developing standards and granting approvals for AI systems.</p><p>Considering the later release of the AI Roadmap 2.0 than Drone Strategy 2.0, one expected more alignment in the visions and further clarity. Nonetheless, the modifications were crafted in a different fashion. The inconsistency arises because the systems that will normalize drone operations, as envisioned in the Drone Strategy, lie at level 3A. In addition, as can be seen in Figure 1, their approvals would not even commence before 2035. This section argues that such systems would lie at level 3A from two angles: first, by analysing EASA's elaboration of AI levels, and second, by highlighting the current state of drone technology.</p><p>The commitment to integrate drone technology in the civilian domain is quite prominent at the EU level. The Drone Strategy and EASA's AI Roadmap emerge as a reassurance of that commitment. However, in delineating the visions around it, the key European institutions lack coherence. Looking at the strategy, one gets an impression that EU airspace would be highly automated and digitalized by 2030, where drones would be operating with minimum human control. Yet, the EASA's roadmap extends quite the opposite impression for 2030. According to the latter, automation would be at a very low level, where humans would still be taking decisions and performing actions while the system would only be assisting them. Also, the current drone technology operates at a higher automation level. 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While harmonization between member states, the EC and the European Council in relation to the strategy remains a challenge (Lavallée &amp; Martins, <span>2023</span>), the inconsistency highlighted in this article raises questions about harmonization among EU bodies. These issues may also impact the global regulatory influence exercised by EU, a phenomenon labelled by Anu Bradford as the ‘Brussels Effect’, highlighting how EU policies in areas such as data protection, health and safety, and environment have become global standards (Bradford, <span>2020</span>). These EU drone policies thus bear potential regulatory influence elsewhere too, and less attention paid towards noise or visual pollution, and on social acceptance of these measures, can create an undesirable precedent. 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摘要

多年来,欧盟委员会(EC)一直在设想将无人机整合到民用空域。这一愿景需要在欧洲民用空域进行可扩展的无人机操作,用于商业和私人目的,如检查、城市交通、物流等。在这方面,可以看到欧洲关于民用无人机的各种宣言、战略和规定。最近,在2022年底,欧盟委员会通过了“欧洲智能和可持续无人机生态系统无人机战略2.0”(无人机战略),旨在为可持续的未来移动创造一个无人机生态系统。大约半年后,欧盟航空安全局(EASA)通过了“EASA AI路线图2.0以人为中心的航空人工智能方法”(AI路线图),概述了人工智能(AI)对欧洲航空部门(包括民用无人机)的未来挑战和机遇。这两份文件的共同点是有时限的愿景:无人机战略设想无人机标准化的各个方面将在2030年实现,而人工智能路线图则制定了一个时间表(2019-2050 +),反映了人工智能系统的计划标准化及其批准。另一个共同的特征是人工智能,因为无人机技术的主流状态表明越来越依赖人工智能系统。因此,必须将它们结合起来阅读,因为无人机的正常化取决于此类系统的监管批准。本文所进行的这种政治和法律分析表明,这两种观点之间存在明显的不一致。不同政策在同一点上的不一致使欧盟内部的制度一致性受到质疑,这一想法指的是“单一政策领域由两组参与者及其不同程序服务”的情况(Marangoni &Raube, 2014,第475页)。正如接下来的章节所讨论的,无人机构成了欧洲各种政策议程的一部分,如可持续性、绿色转型、安全和国防以及城市交通。因此,围绕其集成的愿景应该得到很好的调整。在这方面缺乏一致性引起了关于不同机构及其优先事项之间政治和谐的问题,这可能妨碍不同的政治议程。本文首先通过单独的部分简要介绍这两种乐器。在随后的部分,我强调他们之间的不一致,也触及无人机技术的当前状态。结论部分总结了这些发现,并指出这种不一致的未来含义。无人机战略2.0于2022年11月由移动和运输总局(DG MOVE)发布,欧盟委员会的DG具有移动和运输的政治组合,并与不同利益相关者合作。该仪器还附有一份工作人员文件,其中载有关于无人机的研究和调查。尽管它的名字是这样的,但这一战略是同类战略中的第一个,因为它全面涵盖了民用无人机使用的各个方面,如军民协同效应、反无人机技术、对可持续性的影响、欧洲经济的数字化和航空监管。这种综合性在之前的无人机相关政策中是不存在的。2014年,欧盟委员会提出了一个类似于无人机战略2.0的工具,名为“航空新时代”。《以安全和可持续的方式向民用远程驾驶飞机系统开放航空市场》(EC, 2014)。该通信强调了民用无人机的潜在好处,并表示将致力于制定有关其安全、安保和隐私的规则,并确保对这项技术的研发进行更多投资。紧随其后的是各种乐器。其中包括2015年的“里加无人机宣言”和通信“欧洲航空战略”,概述了无人机相关规则的目标。2019年,通过了两项法规,涵盖民用无人机的操作(实施法规(EU) 2019/947)和设计(授权法规(EU) 2019/945)。2020年,欧盟通过了《欧盟安全联盟战略》和《欧盟反恐议程:预测、预防、保护、应对》,其中涉及到反无人机技术问题。为了解决无人驾驶交通管理问题,也被称为“U-Space”,作为U-Space的基础,实施条例(EU) 2021/664 (EC, 2021)被通过。在安全和国防方面,“安全和国防关键技术路线图”于2022年初通过,与欧盟内部的军民两用技术研究有关。人们发现制定无人机战略2的明确目标。 虽然成员国之间的协调,欧共体和欧洲理事会在战略方面仍然是一个挑战(lavallsamae &Martins, 2023),本文强调的不一致提出了关于欧盟机构之间协调的问题。这些问题也可能影响欧盟行使的全球监管影响力,Anu Bradford将这种现象称为“布鲁塞尔效应”,突出了欧盟在数据保护、健康和安全以及环境等领域的政策如何成为全球标准(Bradford, 2020)。因此,欧盟的无人机政策在其他地方也会受到潜在的监管影响,而对噪音或视觉污染以及对这些措施的社会接受程度的关注不足,可能会开创一个不受欢迎的先例。最后,对于像欧盟这样的政治实体来说,政策一致性的问题也对其行动的有效性、合法性和可信度有着至关重要的影响(Marangoni &Raube, 2014,第486页);出于所有这些原因,未来的监管努力可能受益于更大的一致性。
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Conflicting visions around technology integration: A look at recent EU drone policies

For many years, the European Commission (EC) has been envisioning integration of drones into civilian airspace. This vision entails scalable drone operations in the European civil airspace for commercial and private purposes such as inspection, urban mobility, logistics and so forth. In such regard, one finds various European declarations, strategies and regulations around civilian drones. Most recently, in late 2022, the EC adopted the ‘Drone Strategy 2.0 for a Smart and Sustainable Unmanned Aircraft Eco-System in Europe’ (Drone Strategy) with an aim to create a drone ecosystem for sustainable future mobility. Around half a year later, the European Union (EU) Aviation Safety Agency (EASA) passed the ‘EASA AI Roadmap 2.0 Human-Centric Approach to AI in Aviation’ (AI Roadmap) outlining future challenges and opportunities of Artificial Intelligence (AI) for the European aviation sector, including civilian drones. Common in both instruments is a time-bound vision: whereas the Drone Strategy envisions various facets of drone normalization to manifest in 2030, the AI Roadmap produces a timeline (2019–2050+) reflecting the planned standardization of AI systems and their approvals. Another common feature is AI because the prevailing state of drone technology shows a growing reliance on AI systems. It thus becomes imperative to read them in conjunction, as drone normalization is dependent on the regulatory approvals of such systems. Such political and legal analysis, as conducted in this article, shows a glaring inconsistency between the two visions.

The inconsistency in different policies on the same point puts into question the institutional coherence within the EU, an idea that refers to a situation where ‘a single policy area is served by two set of actors and their different procedures’ (Marangoni & Raube, 2014, p. 475). As discussed in the succeeding section, drones form part of various European policy agendas, such as sustainability, green transition, security and defence, and urban mobility. Therefore, the alignment of visions around its integration ought to be well-tuned. A lack of consistency in such regard raises questions around political harmony amongst different institutions and their priorities, which may hinder different political agendas.

This article begins by briefly introducing the two instruments through separate sections. In the subsequent section, I highlight the inconsistency between them by also touching upon the current state of drone technology. The concluding section then summarizes the findings and points to future implications of such inconsistency.

The Drone Strategy 2.0 was released in November 2022 by the Directorate-General Mobility and Transport (DG MOVE), the DG in the EC with the political portfolio of mobility and transport, with the collaboration of different stakeholders. The instrument is also backed by a working staff document containing studies and surveys regarding drones. Despite its name, this strategy is the first of its kind, since it holistically covers various facets of civilian drone use such as civil-military synergies, counter drone technology, impact on sustainability, digitalization of European economy and aviation regulation. That comprehensiveness did not exist in the previous drone-related policies.

In 2014, the EC came up with a similar instrument as the Drone Strategy 2.0, entitled ‘A New Era for Aviation. Opening the Aviation Market to the Civil Use of Remotely Piloted Aircraft Systems in Safe and Sustainable Manner’ (EC, 2014). That communication highlighted the potential benefits of civilian drones and remarked a commitment towards rulemaking for its safety, security and privacy, as well as ensuring more investments in the research and development of this technology. It was followed by various instruments. Among them is the 2015 ‘Riga Drone Declaration’ and Communication ‘An Aviation Strategy for Europe’ outlining aims for drone-related rules. In 2019, two regulations were passed covering the operations (Implementing Regulation (EU) 2019/947) and design (Delegated Regulation (EU) 2019/945) of civilian drones. In 2020, the EC passed the ‘EU Security Union Strategy’ and the ‘Counter-Terrorism Agenda for the EU: Anticipate, Prevent, Protect, Respond’, which touched upon the issue of counter drone technology. To deal with the issue of unmanned traffic management, also known as ‘U-Space’, the Implementing Regulation (EU) 2021/664 (EC, 2021) was passed as the basis of U-Space. On the security and defence front, the ‘Roadmap on Critical Technologies for Security and Defence’ was passed in early 2022, holding relevance when it comes to dual-use technology research within the EU. One finds the explicit aim of formulating Drone Strategy 2.0 in the 2020 Communication for a ‘Sustainable and Smart Mobility Strategy—Putting European Transport on Track for the Future’, which generally outlined the future challenges and benefits offered by drones for European transport (EC, 2020).

While the suffix ‘2.0’ with Drone Strategy may give an impression that it is preceded by another similar holistic document, this is not the case, as highlighted above. Accordingly, the so-called ‘Drone Strategy 1.0’ is presumed to be a set of the referred action plans, communications, regulations and reports around civilian drones that have been produced up until the Drone Strategy 2.0 came about (EC, 2022b, p. 7); the most important of which I have mentioned in the previous paragraphs. Considering the nature and scope of this article, I have not addressed the full list of instruments that precede the strategy, but the ones covered here already provide a broad idea of the EC's endeavours around drone integration.

Implicit in the above vision is the presumption that by 2030, the institutions, policies and standards would be sufficient to pave the way for drone normalization. However, the strategy suffers from obscurities by not addressing the regulatory efforts required for the integration of civilian drones (Scott & Andritsos, 2023) or considering the ‘difficulty of scaling operations’ (European Parliament, 2023, p. 11). Much could be questioned about the politics behind such high-level goals. For instance, less attention is paid to social acceptance (European Parliament, 2023, p. 69) or the issues of noise and visual pollution (Bergersen, 2021). However, this article is particularly interested in the planned standardization around AI systems and the regulatory approvals that will enable drone operations in civilian airspace. In such regard, the AI Roadmap released by the EU specialized aviation agency, EASA, holds great relevance. The next section analyzes that instrument.

The envisioned timeline showing EASA's plan to develop necessary guidelines for each level and their consequent approvals is shown in Figure 1. In contrast to AI Roadmap 1.0, the second version extended years for approvals of commercial Single Pilot Operation from 2030 to 2035, and for autonomous AI (systems of the highest automation level) from 2035 to 2050+. This extension reflects EASA's realization of the complexities involved in developing standards and granting approvals for AI systems.

Considering the later release of the AI Roadmap 2.0 than Drone Strategy 2.0, one expected more alignment in the visions and further clarity. Nonetheless, the modifications were crafted in a different fashion. The inconsistency arises because the systems that will normalize drone operations, as envisioned in the Drone Strategy, lie at level 3A. In addition, as can be seen in Figure 1, their approvals would not even commence before 2035. This section argues that such systems would lie at level 3A from two angles: first, by analysing EASA's elaboration of AI levels, and second, by highlighting the current state of drone technology.

The commitment to integrate drone technology in the civilian domain is quite prominent at the EU level. The Drone Strategy and EASA's AI Roadmap emerge as a reassurance of that commitment. However, in delineating the visions around it, the key European institutions lack coherence. Looking at the strategy, one gets an impression that EU airspace would be highly automated and digitalized by 2030, where drones would be operating with minimum human control. Yet, the EASA's roadmap extends quite the opposite impression for 2030. According to the latter, automation would be at a very low level, where humans would still be taking decisions and performing actions while the system would only be assisting them. Also, the current drone technology operates at a higher automation level. Complicating things further, the U-Space is also planned to be automated. Large-scale drone operations, as the strategy envisions, would thus not be possible at a low automation level. This article studied the most recent key policy instruments, but indeed with only two cases one cannot make out a case of general incoherence amongst EU bodies. Yet, the inconsistency exhibited in my analysis does raise questions about how coherent is policy-making at the general and specific levels within the EU.

This case also highlights that the regulation and integration of new technologies is a mounting task, even for experienced regulatory entities such as the EU. This has important implications, because drones are increasingly penetrating in different European policy agendas, and therefore incoherent visions amongst institutions can cause political and regulatory challenges in the future. While harmonization between member states, the EC and the European Council in relation to the strategy remains a challenge (Lavallée & Martins, 2023), the inconsistency highlighted in this article raises questions about harmonization among EU bodies. These issues may also impact the global regulatory influence exercised by EU, a phenomenon labelled by Anu Bradford as the ‘Brussels Effect’, highlighting how EU policies in areas such as data protection, health and safety, and environment have become global standards (Bradford, 2020). These EU drone policies thus bear potential regulatory influence elsewhere too, and less attention paid towards noise or visual pollution, and on social acceptance of these measures, can create an undesirable precedent. Finally, for a political entity like the EU, issues of policy coherence also have crucial implications regarding the effectiveness, legitimacy and credibility of its actions (Marangoni & Raube, 2014, p. 486); for all these reasons, future regulatory efforts could benefit from greater consistency.

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