Decentralized Autonomous Organization

Samer Hassan, Universidad Complutense de Madrid, Spain, shassan@cyber.harvard.edu
Primavera De Filippi, CERSA, CNRS, Paris, France

PUBLISHED ON: 20 Apr 2021 DOI: 10.14763/2021.2.1556

Abstract

A DAO is a blockchain-based system that enables people to coordinate and govern themselves mediated by a set of self-executing rules deployed on a public blockchain, and whose governance is decentralised (i.e., independent from central control).

Earlier version

A draft of this article underwent open peer-review as an Open Abstract: Decentralised autonomous organisation
Citation & publishing information
Received: November 17, 2020 Reviewed: November 25, 2020 Published: April 20, 2021
Licence: Creative Commons Attribution 3.0 Germany
Competing interests: The author has declared that no competing interests exist that have influenced the text.
Keywords: Decentralized Autonomous Organization (DAO), Blockchain
Citation: Hassan, S. & De Filippi, P. (2021). Decentralized Autonomous Organization. Internet Policy Review, 10(2). https://doi.org/10.14763/2021.2.1556

This article belongs to the Glossary of decentralised technosocial systems, a special section of Internet Policy Review.

Definition

A DAO is a blockchain-based system that enables people to coordinate and govern themselves mediated by a set of self-executing rules deployed on a public blockchain, and whose governance is decentralised (i.e., independent from central control).

Origin and evolution of the term

Organisation theory has abundant literature on decentralised organisations of several kinds (Shubik, 1962; Beckhard, 1966; Freeland & Baker, 1975). Yet, the first references to actual Decentralized Autonomous Organization (DAO) only emerged in the 1990s to describe multi-agent systems in an internet-of-things (IoT) environment (Dilger, 1997) or nonviolent decentralised action in the counter-globalisation social movement (Schneider, 2014).

However, the modern meaning of DAOs can be traced back to the earlier concept of a Decentralized Autonomous Corporation (DAC), coined a few years after the appearance of Bitcoin (Nakamoto, 2008). The DAC concept was used mostly informally in online forums and chats by early cryptocurrency enthusiasts, using both “decentralized” and “distributed” autonomous corporations interchangeably. It was only in 2013 that the term became more widely adopted, and publicly discussed in a variety of websites (S. Larimer, 2013; D. Larimer, 2013), in particular by the co-founder of Bitcoin Magazine Vitalik Buterin 1 (Buterin, 2013).

DACs were described as a new corporate governance form, using tokenised tradable shares as a means of providing dividends to shareholders. Such corporations were described as “incorruptible”, running “without any human involvement” and with “publicly auditable” bylaws as “open source software distributed across the computers of their stakeholders” (S. Larimer, 2013). According to this definition, anyone could become a stakeholder in a DAC by simply “buying stock in the company or being paid in that stock to provide services for the company”. As a result, the owners of a DAC stock would be entitled to “a share of its profits, participation in its growth, and/or a say in how it is run”. (ibid). Such a definition reflects the maximalist view of many blockchain advocates considering that “DACs don’t need regulation” because “you don’t want to regulate them, and happily you can’t” (ibid).

The term was inherently linked to corporate governance and therefore was too restrictive for many blockchain-based applications with a more general purpose. Thus, several alternatives to the term appeared, leading to the emergence of decentralized applications (dapps) (Johnston, 2013), and later to the generalisation of DAOs as a replacement for DACs (Buterin, 2014).

While some argue that Bitcoin is effectively the first DAO (Buterin, 2014; Hsieh et al., 2018), the term is today understood as referring not to a blockchain network in and of itself, but rather to organisations deployed as smart contracts on top of an existing blockchain network. Although there have been several attempts at instantiating a DAO on the Ethereum blockchain (Tufnell, 2014), the first DAO that attracted widespread attention is a 2016 venture capital fund confusingly called “TheDAO” (DuPont, 2017). Despite the short-life of the experiment 2, TheDAO has inspired a variety of new DAOs (e.g., MolochDAO, MetaCartel), including several platforms aimed at facilitating DAO deployment with a DAO-as-a-service model, such as Aragon, DAOstack, Colony or DAOhaus.

The DAO concept has enabled other derived terms: the term Decentralized Collaborative Organization (DCO) is typically referred as a DAO with strengthened collaborative aspects (Hall, 2015; Schiener, 2015; Davidson, De Filippi, & Potts, 2018); a more elaborate concept derived from those attempts is Distributed Cooperative Organization (DisCO), which highlights its co-op and democratic nature (Troncoso & Ultratel, 2019).

Definitions in the field

There are multiple coexisting definitions of DAOs in use within the industry. The most relevant are the following:

  • Buterin, in the Ethereum white paper (Ethereum, 2013, p. 23), defines a DAO as a “virtual entity that has a certain set of members or shareholders which [...] have the right to spend the entity's funds and modify its code”. That is, the aim is to replicate “the legal trappings of a traditional company or nonprofit but using only cryptographic blockchain technology for enforcement” (ibid).
  • Some of the most popular DAO platforms, such as DAOstack and Aragon define a DAO similarly as “a network of stakeholders with no central governing body” (https://daostack.io), “which is regulated by a set of automatically enforceable rules on a public blockchain” (https://aragon.org/dao). Conversely, other DAO platforms have opted to use a different terminology as a proxy to a DAO, such as the “colonies” of Colony (https://colony.io) or DAOhaus’ “magic internet communities”(http://daohaus.club).

In the academic literature on DAOs, although some works avoid picking a definition (Norta et al., 2015) or refer to industry definitions (DiRose & Mansouri, 2018), multiple attempts have been made at providing a specific definition of DAOs. Most of these definitions include the following distinctive characteristics:

  • DAOs enable people to coordinate and self-govern themselves online. 3 Although no mention is made as to the minimum size of the group, the term “organization” is generally understood to refer to an entity comprising multiple people acting towards a common goal 4, rather than a legally registered organisation.
  • A DAO source code is deployed in a blockchain with smart contract capabilities like Ethereum—arguably always a public 5 blockchain.
  • A DAO’s smart contract code specifies the rulesfor interaction among people 6—although it is unclear to which extent there may be other governance mechanisms that can affect or overrule such code. 7
  • Since these rules are defined using smart contracts, they are self-executed independently of the will of the parties. 8
  • The DAO governance should remain independent from central control: 9 e.g. some definitions specifically refer to self-governed (De Filippi & Hassan, 2018), self-organising (Singh & Kim, 2019), peer-to-peer and democratic control (Hsieh et al., 2018).
  • Since they rely on a blockchain, DAOs inherit some of its properties, such as transparency, cryptographic security, and decentralisation 10

Current open discussions

While the academic literature on DAOs is still fairly limited, there is a significant number of papers from the field of computer sciences focusing on blockchain technology as a technical platform for building new blockchain-based business models, such as decentralised exchanges (Lin et al., 2019; Bansal et al., 2019) or market-based platforms such as prediction markets (Clark et al., 2014) that operate as decentralised organisations with automated governance (Jentzsch, 2016; Singh & Kim, 2019). Yet, a DAO can be deployed to fulfill many different types of functions. A DAO can, for example, be used to create a virtual entity that operates as a crowd-funding platform, a ride-sharing platform, a fully automated company, or a fully automated decision-making apparatus. It is therefore important to understand that a DAO is not a particular type of business model or a particular type of organisation, but a concept that can be used to refer to a wide variety of things.

In terms of governance, diverse scholars recently started investigating the opportunities of blockchain technology and smart contracts to experiment with open and distributed governance structures (Leonhard, 2017; Rozas et al., 2018; Hsieh et al., 2018; Jones, 2019), along with the challenges and limitations of doing so (Garrod, 2016; DuPont, 2017; Scott et al., 2017; Chohan, 2017; Verstreate, 2018; Minn, 2019; Hutten, 2019). There is also an emerging body of literature from the field of economic and legal theory concerning DAOs. While most of these works focus on the new opportunities of decentralised blockchain-based organisations in the realm of economics and governance (Davidson et al., 2016, 2018; Sims, 2019; Rikken et al., 2019; Kaal, 2020), others focus on the legal issues of DAOs from either a theoretical (De Filippi & Wright, 2018; Reijers et al.. 2018) or practical perspective (Rodrigues, 2018; Werbach, 2018; Riva, 2019).

The political discourse around DAOs is more pronounced, at least in the context of many existing blockchain communities (Scott, 2015; Swartz, 2017; DuPont, 2019). Various authors have pointed out that DAOs could be used to further economic and political decentralisation in ways that may enable a more democratic and participatory form of governance (Swan, 2015; Atzori, 2015; Allen et al., 2017; Tapscott & Tapscott, 2017). However, as the limitations of blockchain-based governance came into light, especially in the aftermath of the aforementioned TheDAO hack (DuPont, 2017; Reijers et al., 2018; Mehar et al., 2019), the public discourse around DAOs has shifted from describing DAOs as a technical solution to a governance problem (Jentzsch, 2016; Voshmgir, 2017) to a discussion on how DAOs could change the nature of economic and political governance in general (Davidson et al., 2016; Beck et al., 2018; Zwitter & Hazenberg, 2020; De Filippi et al., 2020).

The use of the term “decentralized autonomous organization” or DAO is now fairly established in the blockchain space, yet there are still many misconceptions and unresolved issues in the discussion around the term.

(1) First of all, with regard to the “decentralization” aspect of a DAO, it is unclear whether decentralisation only needs to be established on the infrastructural layer (i.e. at the level of the underlying blockchain-based network) or whether it also needs to be implemented at the governance level (i.e. the DAO should not be controlled by any centralised actor or group of actors).

(2) Second, it is unclear whether a DAO must be fully autonomous and fully automated (i.e. the DAO should operate without any human intervention whatsoever), or whether the concept of “autonomy” should be interpreted in a weaker sense, (i.e. while the DAO, as an organisation, may require the participation of its members, its governance should not be dependent on the whims of a small group of actors).

(3) Third, there are some debates as to when the community of actors interacting with a smart contract can be regarded as an actual “organization” (independently of any legal recognition). For instance, it is unclear whether the mere act of transacting with a smart contract qualifies as an organisational activity, or whether a stronger degree of involvement is necessary, such as having a governance model or collective interactions amongst participants.

The latter has triggered important discussions in the blockchain and legal field, as regards whether a DAO could be considered as an entity separate from the human entities that operate it (i.e. as a legal person) or whether it can only be considered as an entity when it is identified as such by the law (i.e. the law should identify a DAO as a legal person for the DAO to be considered as such). Yet, the common understanding today is that the “autonomous” nature of a DAO is incompatible with the notion of legal personhood, as legal personhood can only be established if there is one or more identified actors responsible for the actions of a particular entity. The discussion on whether a DAO should be recognised as a legal person has important implications in the legal field, as it can determine the extent to which a DAO can be considered as a separate legal entity from its human actors, and therefore the extent to which these actors can be shielded from the liabilities of the DAO.

References

Allen, D. W., Berg, C., Lane, A. M., & Potts, J. (2017). The economics of crypto-democracy. 26th International Joint Conference on Artificial Intelligence, Melbourne. https://doi.org/10.2139/ssrn.2973050

Atzori, M. (2015). Blockchain technology and decentralized governance: Is the state still necessary? https://doi.org/10.2139/ssrn.2709713

Bansal, G., Hasija, V., Chamola, V., Kumar, N., & Guizani, M. (2019, December). Smart Stock Exchange Market: A Secure Predictive Decentralized Model. 2019 IEEE Global Communications Conference (GLOBECOM). https://doi.org/10.1109/GLOBECOM38437.2019.9013787

Beck, R. (2018). Beyond bitcoin: The rise of blockchain world. Computer, 51(2), 54–58. https://doi.org/10.1109/MC.2018.1451660

Beck, R., Müller-Bloch, C., & King, J. L. (2018). Governance in the blockchain economy: A framework and research agenda. Journal of the Association for Information Systems, 19(10). https://aisel.aisnet.org/jais/vol19/iss10/1

Beckhard, R. (1966). An Organization Improvement Program in a Decentralized Organization. The Journal of Applied Behavioral Science, 2(1), 3–25. https://doi.org/10.1177/002188636600200102

Buterin, V. (2013a). Ethereum whitepaper: A next-generation smart contract and decentralized application platform [White Paper]. https://blockchainlab.com/pdf/Ethereum_white_paper-a_next_generation_smart_contract_and_decentralized_application_platform-vitalik-buterin.pdf

Buterin, V. (2013b, September 13). Bootstrapping A Decentralized Autonomous Corporation: Part I. Bitcoin Magazine. https://bitcoinmagazine.com/articles/bootstrapping-a-decentralized-autonomous-corporation-part-i-1379644274

Buterin, V. (2014, May 6). DAOs, DACs, DAs and More: An Incomplete Terminology Guide [Blog post]. Ethereum Foundation Blog. https://blog.ethereum.org/2014/05/06/daos-dacs-das-and-more-an-incomplete-terminology-guide/

Chohan, U. (2017). The Decentralized Autonomous Organization and Governance Issues (Notes on the 21st Century) [Discussion Paper]. University​​ of ​​New ​​South ​​Wales. https://doi.org/10.2139/ssrn.3082055

Clark, J., Bonneau, J., Felten, E. W., Kroll, J. A., Miller, A., & Narayanan, A. (2014, June). On decentralizing prediction markets and order books. 13th Annual Workshop on the Economics of Information Security, Pennsylvania State University. https://econinfosec.org/archive/weis2014/papers/Clark-WEIS2014.pdf

Davidson, S., De Filippi, P., & Potts, J. (2016a). Disrupting governance: The new institutional economics of distributed ledger technology. https://dx.doi.org/10.2139/ssrn.2811995

Davidson, S., De Filippi, P., & Potts, J. (2016b). Economics of Blockchain. https://doi.org/10.2139/ssrn.2744751

Davidson, S., De Filippi, P., & Potts, J. (2018). Blockchains and the economic institutions of capitalism. Journal of Institutional Economics, 14(4), 639–658. https://doi.org/10.1017/S1744137417000200

De Filippi, P., & Hassan, S. (2016). Blockchain technology as a regulatory technology: From code is law to law is code. First Monday, 21(12). https://doi.org/10.5210/fm.v21i12.7113

De Filippi, P., Mannan, M., & Reijers, W. (2020). Blockchain as a confidence machine: The problem of trust & challenges of governance. Technology in Society, 62. https://doi.org/10.1016/j.techsoc.2020.101284

De Filippi, P., & Wright, A. (2018). Blockchain and the law: The rule of code. Harvard University Press.

Dilger, W. (1997). Decentralized autonomous organization of the intelligent home according to the principle of the immune system’. 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation, 351–356. https://doi.org/10.1109/ICSMC.1997.625775

DiRose, S., & Mansouri, M. (2018). Comparison and analysis of governance mechanisms employed by blockchain-based distributed autonomous organizations. 2018 13th Annual Conference on System of Systems Engineering (SoSE), 195–202. https://doi.org/10.1109/SYSOSE.2018.8428782

DuPont, Q. (2018). Experiments in algorithmic governance: A history and ethnography of “The DAO,” a failed decentralized autonomous organization. In M. Campbell-Verduyn (Ed.), Bitcoin and Beyond: Cryptocurrencies, Blockchains, and Global Governance (pp. 157–177). Routledge. https://doi.org/10.4324/9781315211909-8

DuPont, Q. (2019). Cryptocurrencies and blockchains. John Wiley & Sons.

El Faqir, Y., Arroyo, J., & Hassan, S. (2020). An overview of decentralized autonomous organizations on the blockchain. Proceedings of the 16th International Symposium on Open Collaboration, 1–8. https://doi.org/10.1145/3412569.3412579

Franklin, S., & Graesser, A. (1996). Is it an Agent, or just a Program?: A Taxonomy for Autonomous Agents’. In International Workshop on Agent Theories, Architectures, and Languages (pp. 21–35). Springer. https://doi.org/10.1007/BFb0013570

Freeland, J. R., & Baker, N. R. (1975). Goal partitioning in a hierarchical organization. Omega, 3(6), 673–688. https://doi.org/10.1016/0305-0483(75)90070-5

Garrod, J. Z. (2016). The real world of the decentralized autonomous society. TripleC: Communication, Capitalism & Critique, 14(1), 62–77. https://doi.org/10.31269/triplec.v14i1.692

Hall, J. (2015). The Future of Organization, Deep Code [Blog post]. Deep Code Medium. https://medium.com/deep-code/the-future-of-organization-b26219e5fc95

Hsieh, Y. Y., Vergne, J. P., Anderson, P., Lakhani, K., & Reitzig, M. (2018). Bitcoin and the rise of decentralized autonomous organizations. Journal of Organization Design, 7(1), 1–16. https://doi.org/10.1186/s41469-018-0038-1

Hütten, M. (2019). The soft spot of hard code: Blockchain technology, network governance and pitfalls of technological utopianism. Global Networks, 19(3), 329–348. https://doi.org/10.1111/glob.12217

Jentzsch, C. (2016). Decentralized autonomous organization to automate governance [White Paper].

Johnston, D. (2013). The General Theory of Decentralized Applications, Dapps. David Johnston CEO. https://github.com/DavidJohnstonCEO/DecentralizedApplications

Jones, K. (2019). Blockchain in or as governance? Evolutions in experimentation, social impacts, and prefigurative practice in the blockchain and DAO space. Information Polity, 24(4), 469–486. https://doi.org/10.3233/IP-190157

Kaal, W. A. (2020). Decentralized Corporate Governance via Blockchain Technology. Annals of Corporate Governance, 5(2), 101–147. https://doi.org/10.1561/109.00000025

Larimer, D. (2013a). Bitcoin and the Three Laws of Robotics. [Blog post]. Let’s Talk Bitcoin. https://letstalkbitcoin.com/blog/post/bitcoin-and-the-three-laws-of-robotics

Larimer, D. (2013b). DAC Revisited. Lets Talk Bitcoin [Blog post]. Let’s Talk Bitcoin. https://letstalkbitcoin.com/blog/post/dac-revisited

Leonhard, R. (2017). Corporate Governance on Ethereum’s Blockchain. https://dx.doi.org/10.2139/ssrn.2977522

Lin, L. X., Budish, E., Cong, L. W., He, Z., Bergquist, J. H., Panesir, M. S., & Wu, H. (2019). Deconstructing Decentralized Exchanges. Stanford Journal of Blockchain Law & Policy.

Mehar, M. I., Shier, C. L., Giambattista, A., Gong, E., Fletcher, G., Sanayhie, R., & Laskowski, M. (2019). Understanding a revolutionary and flawed grand experiment in blockchain: The DAO attack. Journal of Cases on Information Technology (JCIT, 21(1), 19–32. https://doi.org/10.4018/JCIT.2019010102

Minn, K. T. (2019). Towards Enhanced Oversight of" Self-Governing" Decentralized Autonomous Organizations: Case Study of the DAO and Its Shortcomings. NYU J. Intell. Prop. & Ent. L, 9, 139.

Nakamoto, S. (2008). Bitcoin: A peer-to-peer electronic cash system’.

Norta, A., Othman, A. B., & Taveter, K. (2015). Conflict-resolution lifecycles for governed decentralized autonomous organization collaboration. Proceedings of the 2015 2nd International Conference on Electronic Governance and Open Society: Challenges in Eurasia, 244–257. https://doi.org/10.1145/2846012.2846052

Reijers, W., Wuisman, I., Mannan, M., De Filippi, P., Wray, C., Rae-Looi, V., Vélez, A. C., & Orgad, L. (2018). Now the code runs itself: On-chain and off-chain governance of blockchain technologies. Topoi. https://doi.org/10.1007/s11245-018-9626-5

Rikken, O., Janssen, M., & Kwee, Z. (2019). Governance challenges of blockchain and decentralized autonomous organizations. Information Polity, Preprint, 1–21. https://doi.org/10.3233/IP-190154

Riva, S. (2019). Decentralized Autonomous Organizations (DAOs) as Subjects of Law–the Recognition of DAOs in the Swiss Legal Order [Master’s Thesis].

Rodrigues, U. R. (2018). Law and the Blockchain. Iowa L. Rev, 104, 679.

Rozas, D., Tenorio-Fornés, A., Díaz-Molina, S., & Hassan, S. (2018). When Ostrom Meets Blockchain: Exploring the Potentials of Blockchain for Commons Governance. https://eprints.ucm.es/id/eprint/59643/1/SSRN-id3272329.pdf

Schiener, D. (2015). Reposium: The future of Wikipedia as a DCO. Medium. https://medium.com/@DomSchiener/reposium-dco-the-future-of-wikipedia-4be080cfa027

Schneider, N. (2014). Are You Ready to Trust a Decentralized Autonomous Organization?. Shareable. https://www.shareable.net/are-you-ready-to-trust-a-decentralized-autonomous-organization/

Scott, B. (2015). Visions of a techno-leviathan: The politics of the bitcoin blockchain.

Scott, B., Loonam, J., & Kumar, V. (2017). Exploring the rise of blockchain technology: Towards distributed collaborative organizations. Strategic Change, 26(5), 423–428. https://doi.org/10.1002/jsc.2142

Shubik, M. (1962). Incentives, Decentralized Control, the Assignment of Joint Costs and Internal Pricing’. Management Science, 325–343. https://doi.org/10.1287/mnsc.8.3.325

Sims, A. (2019). Blockchain and Decentralised Autonomous Organisations (DAOs): The Evolution of Companies? https://dx.doi.org/10.2139/ssrn.3524674

Singh, M., & Kim, S. (2019). Blockchain technology for decentralized autonomous organizations. In Advances in Computers (Vol. 115, pp. 115–140). Elsevier. https://doi.org/10.1016/bs.adcom.2019.06.001

Swartz, L. (2017). Blockchain dreams: Imagining techno-economic alternatives after Bitcoin. Another economy is possible: Culture and economy in a time of crisis.

Tapscott, D., & Tapscott, A. (2017). How blockchain will change organizations. MIT Sloan Management Review, 58(2), 10.

Troncoso, S., & Utratel, A. M. (2019). If I Only Had a Heart: A DisCO Manifesto. DisCO. https://disco.coop/manifesto/

Tufnell, N. (2014). Bitcloud wants to replace the internet. https://www.wired.co.uk/article/bitcloud

Verstraete, M. (2018). The Stakes of Smart Contracts. Loyola University Chicago Law Journal, ue 50.

Voshmgir, S. (2017). Disrupting governance with blockchains and smart contracts. Strategic Change, 26(5), 499–509. https://doi.org/10.1002/jsc.2150

Werbach, K. (2018). Trust, but verify: Why the blockchain needs the law. Berkeley Tech. LJ, 33, 487. https://doi.org/10.15779/Z38H41JM9N

Zwitter, A., & Hazenberg, J. (2020). Decentralized Network Governance: Blockchain Technology and the Future of Regulation. Frontiers in Blockchain. https://doi.org/10.3389/fbloc.2020.00012

Footnotes

1. Vitalik Buterin would later co-found the Ethereum platform in 2014.

2. This open-source project attracted 11,000 investors and USD$ 150 million, where the funds were operated by the code implemented, theoretically safe from managerial corruption. However, a bug in its code enabled vulnerabilities exploited by an attacker who stole USD$ 50 million, requiring a fork in the Ethereum blockchain to restore the funds.

3. See e.g. Singh and Kim (2019, p. 119) who describe a DAO as a “a novel scalable, self-organizing coordination on the blockchain, controlled by smart contracts”.

4. See e.g. El Faqir, Arroyo, and Hassan (2020, p. 2) according to whom a DAO is made up of “people with common goals that join under a blockchain infrastructure that enforces a set of shared rules”.

5. See e.g. Hsieh et al. (2018, p. 2) claiming that a DAO should be deployed on a “public network”.

6. See e.g. De Filippi and Hassan (2018, p. 12), describing a DAO as a“self-governed organization controlled only and exclusively by an incorruptible set of rules, implemented under the form of a smart contract”.

7. See e.g. Singh & Kim (2019, p. 119)’s definition of a DAO as “an organization whose essential operations are automated agreeing to rules and principles assigned in code without human involvement”. However, this definition is put into question by Reijers, Wuisman, Mannan, De Filippi and colleagues (Reijers et al., 2018) distinguishing between “on-chain” and “off-chain” governance in the governance structure of DAOs.

8. See also De Filippi & Wright (2018, p. 146), according to whom a DAO “represents the most advanced state of automation, where a blockchain-based organization is run not by humans or group consensus, but rather entirely by smart contracts, algorithms, and deterministic code”.

9. See e.g. Hsieh et al. (2018, p. 2) describing DAOs as “non-hierarchical organizations that perform and record routine tasks on a peer-to-peer, cryptographically secure, public network, and rely on the voluntary contributions of their internal stakeholders to operate, manage, and evolve the organization through a democratic consultation process”.

10. “A decentralized, transparent, and secure system for operation and governance among independent participants” which “can run autonomously” (Beck, 2018, p. 57).

Add new comment