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a/Literature/ArborVote.bib +++ b/Literature/ArborVote.bib @@ -3,15 +3,45 @@ BibTeX export options can be customized via Preferences -> BibTeX in Mendeley Desktop -@techreport{Lesaege2021, -address = {Paris}, -author = {Lesaege, Cl{\'{e}}ment and Ast, Federico and George, William}, -file = {:Users/michaelheuer/Mendeley Desktop/Lesaege, Ast, George/Unknown/Lesaege, Ast, George - 2021 - Kleros.pdf:pdf}, -institution = {Cooperative Kleros}, -pages = {60}, -title = {{Kleros}}, -url = {https://kleros.io/yellowpaper.pdf}, -year = {2021} +@article{Hogan2020, +abstract = {In this paper we provide a comprehensive introduction to knowledge graphs, which have recently garnered significant attention from both industry and academia in scenarios that require exploiting diverse, dynamic, large-scale collections of data. After some opening remarks, we motivate and contrast various graph-based data models and query languages that are used for knowledge graphs. We discuss the roles of schema, identity, and context in knowledge graphs. We explain how knowledge can be represented and extracted using a combination of deductive and inductive techniques. We summarise methods for the creation, enrichment, quality assessment, refinement, and publication of knowledge graphs. We provide an overview of prominent open knowledge graphs and enterprise knowledge graphs, their applications, and how they use the aforementioned techniques. We conclude with high-level future research directions for knowledge graphs.}, +archivePrefix = {arXiv}, +arxivId = {2003.02320}, +author = {Hogan, Aidan and Blomqvist, Eva and Cochez, Michael and D'Amato, Claudia and de Melo, Gerard and Gutierrez, Claudio and Gayo, Jos{\'{e}} Emilio Labra and Kirrane, Sabrina and Neumaier, Sebastian and Polleres, Axel and Navigli, Roberto and Ngomo, Axel-Cyrille Ngonga and Rashid, Sabbir M. and Rula, Anisa and Schmelzeisen, Lukas and Sequeda, Juan and Staab, Steffen and Zimmermann, Antoine}, +doi = {10.1145/3418294}, +eprint = {2003.02320}, +file = {:Users/michaelheuer/Mendeley Desktop/Hogan et al/Communications of the ACM/Hogan et al. - 2020 - Knowledge Graphs.pdf:pdf}, +issn = {15577317}, +journal = {Commun. ACM}, +month = {mar}, +number = {3}, +pages = {96--104}, +title = {{Knowledge Graphs}}, +volume = {64}, +year = {2020} +} +@article{Hanson2012, +abstract = {In practice, scoring rules elicit good probability estimates from individuals, while betting markets elicit good consensus estimates from groups. Market scoring rules combine these features, eliciting estimates from individuals or groups, with groups costing no more than individuals. Regarding a bet on one event given another event, only logarithmic versions preserve the probability of the given event. Logarithmic versions also preserve the conditional probabilities of other events, and so preserve conditional independence relations. Given logarithmic rules that elicit relative probabilities of base event pairs, it costs no more to elicit estimates on all combinations of these base events.}, +author = {Hanson, Robin}, +doi = {10.5750/jpm.v1i1.417}, +file = {:Users/michaelheuer/Mendeley Desktop/Hanson/The Journal of Prediction Markets/Hanson - 2012 - Logarithmic Markets Coring Rules for Modular Combinatorial Information Aggregation.pdf:pdf}, +isbn = {7039932326}, +issn = {1750-6751}, +journal = {J. Predict. Mark.}, +number = {1}, +pages = {3--15}, +title = {{Logarithmic Markets Coring Rules for Modular Combinatorial Information Aggregation}}, +volume = {1}, +year = {2012} +} +@techreport{Zhang2018, +abstract = {We formalize the constant product market maker model (aka, x × y = k model) [2], and formally analyze the integer rounding errors of the implementation in the Uniswap smart contract [1].}, +author = {Zhang, Yi and Chen, Xiaohong and Park, Daejun}, +file = {:Users/michaelheuer/Mendeley Desktop/Zhang, Chen, Park/Unknown/Zhang, Chen, Park - 2018 - Formal Specification of Constant Product ( x × y = k ) Market Maker Model and Implementation.pdf:pdf}, +institution = {Runtime Verification, Inc.}, +pages = {1--14}, +title = {{Formal Specification of Constant Product ( x × y = k ) Market Maker Model and Implementation}}, +year = {2018} } @article{Berg2020, abstract = {Commitment voting is a mechanism for signalling intensity of preferences and long-term commitment to governance decisions in proof of stake blockchains. In commitment voting, the voting weight of a vote in any given election is determined by 1) the amount of tokens under a voters control and 2) the time that the voter is willing to lock their tokens up for that election. Winning votes are locked up for the nominated amount of time. Losing votes are released as soon as the election has results. Commitment voting requires voters to commit to the decisions they make while still allowing those who disagree with the majority to exit the community.}, @@ -35,37 +65,30 @@ @article{Xu2021a url = {http://arxiv.org/abs/2103.12732}, year = {2021} } -@article{Ellis2017, -abstract = {Smart contracts are poised to revolutionize many industries by replacing the need for both traditional legal agreements and centrally automated digital agreements. Both performance verification and execution rely on manual actions from one of the contracting parties, or an automated system that programmat-ically retrieves and updates relevant changes. Unfortunately, because of their underlying consensus protocols, the blockchains on which smart contracts run cannot support native communication with external systems. Today, the solution to this problem is to introduce a new functionality, called an oracle, that provides connectivity to the outside world. Existing oracles are centralized services. Any smart contract using such services has a single point of failure, making it no more secure than a traditional, centrally run digital agreement. In this paper we present ChainLink, a decentralized oracle network. We de-scribe the on-chain components that ChainLink provides for contracts to gain external connectivity, and the software powering the nodes of the network. We present both a simple on-chain contract data aggregation system, and a more efficient off-chain consensus mechanism. We also describe supporting reputation and security monitoring services for ChainLink that help users make informed provider selections and achieve robust service even under aggressively adver-sarial conditions. Finally, we characterize the properties of an ideal oracle as guidance for our security strategy, and lay out possible future improvements, including richly featured oracle programming, data-source infrastructure modi-fications, and confidential smart-contract execution.}, -author = {Ellis, Steve and Juels, Ari and Nazarov, Sergey}, -file = {:Users/michaelheuer/Mendeley Desktop/Ellis, Juels, Nazarov/Unknown/Ellis, Juels, Nazarov - 2017 - ChainLink A Decentralized Oracle Network.pdf:pdf}, -number = {September}, -pages = {38}, -title = {{ChainLink: A Decentralized Oracle Network}}, -url = {https://link.smartcontract.com/whitepaper}, -volume = {2017}, -year = {2017} +@misc{Omen2020, +author = {Gnosis}, +title = {{Omen and the Next Generation of Prediction Markets}}, +url = {https://blog.gnosis.pm/omen-and-the-next-generation-of-prediction-markets-2e7a2dd604e}, +year = {2020} } -@article{L.A.A.1924, -author = {Zhang, Fan}, -doi = {10.1093/nq/146.29.48-a}, -file = {:Users/michaelheuer/Mendeley Desktop/Zhang/Notes and Queries/Zhang - 1924 - Town Crier An Authenticated Data Feed for Smart Contracts.pdf:pdf}, -issn = {00293970}, -journal = {Notes Queries}, -number = {29}, -pages = {48}, -title = {{Town Crier: An Authenticated Data Feed for Smart Contracts}}, -volume = {146}, -year = {1924} +@article{Wood2014, +abstract = {The blockchain paradigm when coupled with cryptographically-secured transactions has demonstrated its utility through a number of projects, not least Bitcoin. Each such project can be seen as a simple application on a decentralised, but singleton, compute resource. We can call this paradigm a transactional singleton machine with shared-state. Ethereum implements this paradigm in a generalised manner. Furthermore it provides a plurality of such resources, each with a distinct state and operating code but able to interact through a message-passing framework with others. We discuss its design, implementation issues, the opportunities it provides and the future hurdles we envisage.}, +author = {Wood, Gavin}, +file = {:Users/michaelheuer/Mendeley Desktop/Wood/Ethereum Project Yellow Paper/Wood - 2014 - Ethereum a secure decentralised generalised transaction ledger.pdf:pdf}, +journal = {Ethereum Proj. Yellow Pap.}, +pages = {1--32}, +title = {{Ethereum: a secure decentralised generalised transaction ledger}}, +year = {2014} } -@article{Juels2020, -abstract = {We show how to use oracles to build simple, privacy-preserving decentralized finance (DeFi) instruments we call Mixicles. Mixicles ingest input payments from two or more parties and yield payouts that are conditioned on oracle reports. They are designed to provide privacy for both the terms and outcomes of the financial instruments they execute. At the same time, Mixicles can support rigorous regulatory and auditing requirements. The most appealing feature of Mixicles is their avoidance of expensive cryptography and complicated contract structures. Mixicles are conceptually simple , and have low on-chain and off-chain resource consumption. We present an example implementation to show how they work and demonstrate their benefits.}, -author = {Juels, Ari and Breidenbach, Lorenz and Coventry, Alex and Nazarov, Sergey and Ellis, Steve and Magauran, Brendan}, -file = {:Users/michaelheuer/Mendeley Desktop/Juels et al/The Stanford Blockchain Conference/Juels et al. - 2020 - Mixicles Simple Private Decentralized Finance.pdf:pdf}, -journal = {Stanford Blockchain Conf.}, -pages = {1--46}, -title = {{Mixicles: Simple Private Decentralized Finance}}, -year = {2020} +@techreport{Lesaege2021, +address = {Paris}, +author = {Lesaege, Cl{\'{e}}ment and Ast, Federico and George, William}, +file = {:Users/michaelheuer/Mendeley Desktop/Lesaege, Ast, George/Unknown/Lesaege, Ast, George - 2021 - Kleros.pdf:pdf}, +institution = {Cooperative Kleros}, +pages = {60}, +title = {{Kleros}}, +url = {https://kleros.io/yellowpaper.pdf}, +year = {2021} } @article{Zhang2020a, abstract = {Thanks to the widespread deployment of TLS, users can access private data over channels with end-to-end confidentiality and integrity. What they cannot do, however, is prove to third parties the provenance of such data, i.e., that it genuinely came from a particular website. Existing approaches either introduce undesirable trust assumptions or require server-side modifications. Users' private data is thus locked up at its point of origin. Users cannot export data in an integrity-protected way to other applications without help and permission from the current data holder. We propose DECO (short for decentralized oracle) to address the above problems. DECO allows users to prove that a piece of data accessed via TLS came from a particular website and optionally prove statements about such data in zero-knowledge, keeping the data itself secret. DECO is the first such system that works without trusted hardware or server-side modifications. DECO can liberate private data from centralized web-service silos, making it accessible to a rich spectrum of applications. To demonstrate the power of DECO, we implement three applications that are hard to achieve without it: a private financial instrument using smart contracts, converting legacy credentials to anonymous credentials, and verifiable claims against price discrimination.}, @@ -83,6 +106,28 @@ @article{Zhang2020a title = {{DECO: Liberating Web Data Using Decentralized Oracles for TLS}}, year = {2020} } +@article{Buzziol, +author = {Buzziol, Evelyne and Maggie, Clarendonl}, +file = {:Users/michaelheuer/Mendeley Desktop/Buzziol, Maggie/Unknown/Buzziol, Maggie - Unknown - Democracy Decentralised Voting, Governance {\&}Transparency.pdf:pdf}, +title = {{Democracy Decentralised: Voting, Governance {\&}Transparency}} +} +@article{Juels2020, +abstract = {We show how to use oracles to build simple, privacy-preserving decentralized finance (DeFi) instruments we call Mixicles. Mixicles ingest input payments from two or more parties and yield payouts that are conditioned on oracle reports. They are designed to provide privacy for both the terms and outcomes of the financial instruments they execute. At the same time, Mixicles can support rigorous regulatory and auditing requirements. The most appealing feature of Mixicles is their avoidance of expensive cryptography and complicated contract structures. Mixicles are conceptually simple , and have low on-chain and off-chain resource consumption. We present an example implementation to show how they work and demonstrate their benefits.}, +author = {Juels, Ari and Breidenbach, Lorenz and Coventry, Alex and Nazarov, Sergey and Ellis, Steve and Magauran, Brendan}, +file = {:Users/michaelheuer/Mendeley Desktop/Juels et al/The Stanford Blockchain Conference/Juels et al. - 2020 - Mixicles Simple Private Decentralized Finance.pdf:pdf}, +journal = {Stanford Blockchain Conf.}, +pages = {1--46}, +title = {{Mixicles: Simple Private Decentralized Finance}}, +year = {2020} +} +@article{Breidenbach2021, +abstract = {In this whitepaper, we articulate a vision for the evolution of Chainlink beyond its initial conception in the original Chainlink whitepaper. We foresee an increasingly expansive role for oracle networks, one in which they complement and enhance existing and new blockchains by providing fast, reliable, and confidentiality-preserving universal connectivity and off-chain computation for smart contracts. The foundation of our plan is what we call Decentralized Oracle Networks, or DONs for short. A DON is a network maintained by a committee of Chainlink nodes. It supports any of an unlimited range of oracle functions chosen for deployment by the committee. A DON thus acts as a powerful abstraction layer, offering interfaces for smart contracts to extensive off-chain resources and highly efficient yet decentralized off-chain computing resources within the DON itself. With DONs as a springboard, Chainlink plans to focus on advances in seven key areas: • Hybrid smart contracts: Offering a powerful, general framework for augmenting existing smart contract capabilities by securely composing on-chain and off-chain computing resources into what we call hybrid smart contracts. • Abstracting away complexity: Presenting developers and users with simple functionality eliminates the need for familiarity with complex underlying protocols and system boundaries. • Scaling: Ensuring that oracle services achieve the latencies and throughputs demanded by high-performance decentralized systems. • Confidentiality: Enabling next-generation systems that combine blockchains' innate transparency with strong new confidentiality protections for sensitive data. • Order-fairness for transactions: Supporting transaction sequencing in ways that are fair for end users and prevent front-running and other attacks by bots and exploitative miners. • Trust-minimization: Creating a highly trustworthy layer of support for smart contracts and other oracle-dependent systems by means of decentralization , strong anchoring in high-security blockchains, cryptographic techniques, and cryptoeconomic guarantees. • Incentive-based (cryptoeconomic) security: Rigorously designing and robustly deploying mechanisms that ensure nodes in DONs have strong economic incentives to behave reliably and correctly, even in the face of well-resourced adversaries. We present preliminary and ongoing innovations by the Chainlink community in each of these areas, providing a picture of the broadening and increasingly powerful capabilities planned for the Chainlink network. 2}, +author = {Breidenbach, Lorenz and Cachin, Christian and Chan, Benedict and Coventry, Alex and Ellis, Steve and Juels, Ari and Koushanfar, Farinaz and Miller, Andrew and Magauran, Brendan and Moroz, Daniel and Nazarov, Sergey and Topliceanu, Alexandru and Tram{\`{e}}r, Florian and Zhang, Fan}, +file = {:Users/michaelheuer/Mendeley Desktop/Breidenbach et al/Unknown/Breidenbach et al. - 2021 - Chainlink 2.0 Next Steps in the Evolution of Decentralized Oracle Networks.pdf:pdf}, +pages = {1--136}, +title = {{Chainlink 2.0: Next Steps in the Evolution of Decentralized Oracle Networks}}, +year = {2021} +} @article{Schneider2021, abstract = {Governance in online communities is an increasingly high-stakes challenge, and yet many basic features of offline governance legacies-juries, political parties, term limits, and formal debates, to name a few-are not in the feature-sets of the software most community platforms use. Drawing on the paradigm of Institutional Analysis and Development, this paper proposes a strategy for addressing this lapse by specifying basic features of a generalizable paradigm for online governance called Modular Politics. Whereas classical governance typologies tend to present a choice among wholesale ideologies, such as democracy or oligarchy, Modular Politics would enable platform operators and their users to build bottom-up governance processes from computational components that are modular and composable, highly versatile in their expressiveness, portable from one context to another, and interoperable across platforms. This kind of approach could implement pre-digital governance systems as well as accelerate innovation in uniquely digital techniques. As diverse communities share and connect their components and data, governance could occur through a ubiquitous network layer. To that end, this paper proposes the development of an open standard for networked governance.}, archivePrefix = {arXiv}, @@ -102,30 +147,33 @@ @article{Schneider2021 volume = {5}, year = {2021} } -@article{Breidenbach2021, -abstract = {In this whitepaper, we articulate a vision for the evolution of Chainlink beyond its initial conception in the original Chainlink whitepaper. We foresee an increasingly expansive role for oracle networks, one in which they complement and enhance existing and new blockchains by providing fast, reliable, and confidentiality-preserving universal connectivity and off-chain computation for smart contracts. The foundation of our plan is what we call Decentralized Oracle Networks, or DONs for short. A DON is a network maintained by a committee of Chainlink nodes. It supports any of an unlimited range of oracle functions chosen for deployment by the committee. A DON thus acts as a powerful abstraction layer, offering interfaces for smart contracts to extensive off-chain resources and highly efficient yet decentralized off-chain computing resources within the DON itself. With DONs as a springboard, Chainlink plans to focus on advances in seven key areas: • Hybrid smart contracts: Offering a powerful, general framework for augmenting existing smart contract capabilities by securely composing on-chain and off-chain computing resources into what we call hybrid smart contracts. • Abstracting away complexity: Presenting developers and users with simple functionality eliminates the need for familiarity with complex underlying protocols and system boundaries. • Scaling: Ensuring that oracle services achieve the latencies and throughputs demanded by high-performance decentralized systems. • Confidentiality: Enabling next-generation systems that combine blockchains' innate transparency with strong new confidentiality protections for sensitive data. • Order-fairness for transactions: Supporting transaction sequencing in ways that are fair for end users and prevent front-running and other attacks by bots and exploitative miners. • Trust-minimization: Creating a highly trustworthy layer of support for smart contracts and other oracle-dependent systems by means of decentralization , strong anchoring in high-security blockchains, cryptographic techniques, and cryptoeconomic guarantees. • Incentive-based (cryptoeconomic) security: Rigorously designing and robustly deploying mechanisms that ensure nodes in DONs have strong economic incentives to behave reliably and correctly, even in the face of well-resourced adversaries. We present preliminary and ongoing innovations by the Chainlink community in each of these areas, providing a picture of the broadening and increasingly powerful capabilities planned for the Chainlink network. 2}, -author = {Breidenbach, Lorenz and Cachin, Christian and Chan, Benedict and Coventry, Alex and Ellis, Steve and Juels, Ari and Koushanfar, Farinaz and Miller, Andrew and Magauran, Brendan and Moroz, Daniel and Nazarov, Sergey and Topliceanu, Alexandru and Tram{\`{e}}r, Florian and Zhang, Fan}, -file = {:Users/michaelheuer/Mendeley Desktop/Breidenbach et al/Unknown/Breidenbach et al. - 2021 - Chainlink 2.0 Next Steps in the Evolution of Decentralized Oracle Networks.pdf:pdf}, -pages = {1--136}, -title = {{Chainlink 2.0: Next Steps in the Evolution of Decentralized Oracle Networks}}, +@article{Slonim2021, +abstract = {Artificial intelligence (AI) is defined as the ability of machines to perform tasks that are usually associated with intelligent beings. Argument and debate are fundamental capabilities of human intelligence, essential for a wide range of human activities, and common to all human societies. The development of computational argumentation technologies is therefore an important emerging discipline in AI research1. Here we present Project Debater, an autonomous debating system that can engage in a competitive debate with humans. We provide a complete description of the system's architecture, a thorough and systematic evaluation of its operation across a wide range of debate topics, and a detailed account of the system's performance in its public debut against three expert human debaters. We also highlight the fundamental differences between debating with humans as opposed to challenging humans in game competitions, the latter being the focus of classical ‘grand challenges' pursued by the AI research community over the past few decades. We suggest that such challenges lie in the ‘comfort zone' of AI, whereas debating with humans lies in a different territory, in which humans still prevail, and for which novel paradigms are required to make substantial progress.}, +author = {Slonim, Noam and Bilu, Yonatan and Alzate, Carlos and Bar-Haim, Roy and Bogin, Ben and Bonin, Francesca and Choshen, Leshem and Cohen-Karlik, Edo and Dankin, Lena and Edelstein, Lilach and Ein-Dor, Liat and Friedman-Melamed, Roni and Gavron, Assaf and Gera, Ariel and Gleize, Martin and Gretz, Shai and Gutfreund, Dan and Halfon, Alon and Hershcovich, Daniel and Hoory, Ron and Hou, Yufang and Hummel, Shay and Jacovi, Michal and Jochim, Charles and Kantor, Yoav and Katz, Yoav and Konopnicki, David and Kons, Zvi and Kotlerman, Lili and Krieger, Dalia and Lahav, Dan and Lavee, Tamar and Levy, Ran and Liberman, Naftali and Mass, Yosi and Menczel, Amir and Mirkin, Shachar and Moshkowich, Guy and Ofek-Koifman, Shila and Orbach, Matan and Rabinovich, Ella and Rinott, Ruty and Shechtman, Slava and Sheinwald, Dafna and Shnarch, Eyal and Shnayderman, Ilya and Soffer, Aya and Spector, Artem and Sznajder, Benjamin and Toledo, Assaf and Toledo-Ronen, Orith and Venezian, Elad and Aharonov, Ranit}, +doi = {10.1038/s41586-021-03215-w}, +file = {:Users/michaelheuer/Mendeley Desktop/Slonim et al/Nature/Slonim et al. - 2021 - An autonomous debating system.pdf:pdf}, +issn = {14764687}, +journal = {Nature}, +number = {7850}, +pages = {379--384}, +pmid = {33731946}, +publisher = {Springer US}, +title = {{An autonomous debating system}}, +url = {http://dx.doi.org/10.1038/s41586-021-03215-w}, +volume = {591}, year = {2021} } -@article{Adams2020, -abstract = {This technical whitepaper explains some of the design decisions behind the Uniswap v2 core contracts. It covers the contracts' new features-including arbitrary pairs between ERC20s, a hardened price oracle that allows other contracts to estimate the time-weighted average price over a given interval, "flash swaps" that allow traders to receive assets and use them elsewhere before paying for them later in the transaction, and a protocol fee that can be turned on in the future. It also re-architects the contracts to reduce their attack surface. This whitepaper describes the mechanics of Uniswap v2's "core" contracts including the pair contract that stores liquidity providers' funds-and the factory contract used to instantiate pair contracts.}, -author = {Adams, Hayden and Zinsmeister, Noah and Robinson, Dan}, -file = {:Users/michaelheuer/Mendeley Desktop/Adams, Zinsmeister, Robinson/Unknown/Adams, Zinsmeister, Robinson - 2020 - Uniswap v2 Core.pdf:pdf}, -pages = {1--10}, -title = {{Uniswap v2 Core}}, -year = {2020} -} -@article{Aoyagi2020, -author = {Aoyagi, Jun}, -file = {:Users/michaelheuer/Mendeley Desktop/Aoyagi/Unknown/Aoyagi - 2020 - Liquidity Provision by Automated Market Makers.pdf:pdf}, -keywords = {aoyagi,automated market makers,berkeley,blockchain,constant product market makers,decentralized exchanges,edu,email,first draft,jun,may,strategic liquidity provision,the department of economics,uniswap,university of california at}, -number = {May}, -pages = {1--29}, -title = {{Liquidity Provision by Automated Market Makers}}, -year = {2020} +@incollection{Greene2016, +author = {Greene, Amanda}, +booktitle = {Oxford Stud. Polit. Philos. Vol. 2}, +doi = {10.1093/acprof:oso/9780198759621.003.0004}, +file = {:Users/michaelheuer/Mendeley Desktop/Greene/Oxford Studies in Political Philosophy, Volume 2/Greene - 2016 - Consent and Political Legitimacy.pdf:pdf}, +month = {mar}, +pages = {71--97}, +publisher = {Oxford University Press}, +title = {{Consent and Political Legitimacy}}, +url = {https://oxford.universitypressscholarship.com/view/10.1093/acprof:oso/9780198759621.001.0001/acprof-9780198759621-chapter-4}, +year = {2016} } @article{Mercier2016, abstract = {The argumentative theory of reasoning suggests that the main function of reasoning is to exchange arguments with others. This theory explains key properties of reasoning. When reasoners produce arguments, they are biased and lazy, as can be expected if reasoning is a mechanism that aims at convincing others in interactive contexts. By contrast, reasoners are more objective and demanding when they evaluate arguments provided by others. This fundamental asymmetry between production and evaluation explains the effects of reasoning in different contexts: the more debate and conflict between opinions there is, the more argument evaluation prevails over argument production, resulting in better outcomes. Here I review how the argumentative theory of reasoning helps integrate a wide range of empirical findings in reasoning research.}, @@ -142,30 +190,16 @@ @article{Mercier2016 volume = {20}, year = {2016} } -@incollection{Greene2016, -author = {Greene, Amanda}, -booktitle = {Oxford Stud. Polit. Philos. Vol. 2}, -doi = {10.1093/acprof:oso/9780198759621.003.0004}, -file = {:Users/michaelheuer/Mendeley Desktop/Greene/Oxford Studies in Political Philosophy, Volume 2/Greene - 2016 - Consent and Political Legitimacy.pdf:pdf}, -month = {mar}, -pages = {71--97}, -publisher = {Oxford University Press}, -title = {{Consent and Political Legitimacy}}, -url = {https://oxford.universitypressscholarship.com/view/10.1093/acprof:oso/9780198759621.001.0001/acprof-9780198759621-chapter-4}, -year = {2016} -} -@article{Wells2020, -author = {Wells, Simon}, -doi = {10.3233/FAIA200541}, -file = {:Users/michaelheuer/Mendeley Desktop/Wells/Frontiers in Artificial Intelligence and Applications/Wells - 2020 - The open argumentation platform (OAPL).pdf:pdf}, -isbn = {9781643681061}, -issn = {09226389}, -journal = {Front. Artif. Intell. Appl.}, -keywords = {Argument Analysis,Argument Visualisation,Open Source Tools}, -pages = {475--476}, -title = {{The open argumentation platform (OAPL)}}, -volume = {326}, -year = {2020} +@techreport{Lesaege2019, +abstract = {Resumen Kleros es una aplicaci{\'{o}}n descentralizada construida sobre Ethereum, que funciona como una tercera parte descentralizada para el arbitraje de disputas en cualquier tipo de contratos, ya sean simples o muy complejos. Se basa en incentivos de teor{\'{i}}a de los juegos para lograr que los jurados juzguen los casos correctamente. El resultado es un sistema de resoluci{\'{o}}n de disputas que alcanza resultados de manera r{\'{a}}pida, econ{\'{o}}mica, confiable y descentralizada. 1 Introducci{\'{o}}n "Quien controla las cortes, controla el estado." Arist{\'{o}}teles. El mundo est{\'{a}} experimentando un proceso acelerado de globalizaci{\'{o}}n y digitalizaci{\'{o}}n. Un n{\'{u}}mero exponencialmente creciente de transacciones son realizadas online entre personas ubicadas en distintas jurisdicciones. Si la promesa de blockchain se hace realidad, en un futuro no muy distante, la mayor{\'{i}}a de los bienes, el trabajo y el capital ser{\'{a}}n asignados a trav{\'{e}}s de plataformas globales descentralizadas. Las disputas seguramente estar{\'{a}}n a la orden del d{\'{i}}a. Los usuarios del eBay descentralizado reclamar{\'{a}}n que los vendedores no les enviaron los bienes especificados en el contrato, los hu{\'{e}}spedes del AirBnb descentralizado reclamar{\'{a}}n que la casa alquilada no era como se mostraba en las fotograf{\'{i}}as, e inversores en una plataforma de financiamiento colectivos van a reclamar reembolsos en la medida en que los emprendimientos financiados no obtengan los resultados prometidos. Los contratos inteligentes son lo suficientemente inteligentes como para ejecutarse autom{\'{a}}ticamente tal como fueron programados, pero no pueden realizar juicios subjetivos o incluir elementos que provengan de fuera del blockchain. Las tecnolog{\'{i}}as existentes de resoluci{\'{o}}n de disputas son demasiado lentas, costosas y poco confiables para una econom{\'{i}}a global que funciona en tiempo real. Por ello, una instituci{\'{o}}n clave en la era de blockchain es un mecanismo de resoluci{\'{o}}n de disputas r{\'{a}}pido, de bajo costo, confiable y descentralizado que permita resolver disputas en contratos inteligentes.}, +address = {Paris}, +author = {Lesaege, Cl{\'{e}}ment and Ast, Federico and George, William}, +file = {:Users/michaelheuer/Mendeley Desktop/Lesaege, Ast, George/Unknown/Lesaege, Ast, George - 2019 - Kleros.pdf:pdf}, +institution = {Cooperative Kleros}, +pages = {17}, +title = {{Kleros}}, +url = {https://kleros.io/whitepaper.pdf}, +year = {2019} } @article{Goldberg2021, author = {Goldberg, Lior and Papini, Shahar and Riabzev, Michael}, @@ -175,28 +209,6 @@ @article{Goldberg2021 title = {{Cairo – a Turing-complete STARK-friendly CPU architecture}}, year = {2021} } -@misc{Omen2020, -author = {Gnosis}, -title = {{Omen and the Next Generation of Prediction Markets}}, -url = {https://blog.gnosis.pm/omen-and-the-next-generation-of-prediction-markets-2e7a2dd604e}, -year = {2020} -} -@article{Slonim2021, -abstract = {Artificial intelligence (AI) is defined as the ability of machines to perform tasks that are usually associated with intelligent beings. Argument and debate are fundamental capabilities of human intelligence, essential for a wide range of human activities, and common to all human societies. The development of computational argumentation technologies is therefore an important emerging discipline in AI research1. Here we present Project Debater, an autonomous debating system that can engage in a competitive debate with humans. We provide a complete description of the system's architecture, a thorough and systematic evaluation of its operation across a wide range of debate topics, and a detailed account of the system's performance in its public debut against three expert human debaters. We also highlight the fundamental differences between debating with humans as opposed to challenging humans in game competitions, the latter being the focus of classical ‘grand challenges' pursued by the AI research community over the past few decades. We suggest that such challenges lie in the ‘comfort zone' of AI, whereas debating with humans lies in a different territory, in which humans still prevail, and for which novel paradigms are required to make substantial progress.}, -author = {Slonim, Noam and Bilu, Yonatan and Alzate, Carlos and Bar-Haim, Roy and Bogin, Ben and Bonin, Francesca and Choshen, Leshem and Cohen-Karlik, Edo and Dankin, Lena and Edelstein, Lilach and Ein-Dor, Liat and Friedman-Melamed, Roni and Gavron, Assaf and Gera, Ariel and Gleize, Martin and Gretz, Shai and Gutfreund, Dan and Halfon, Alon and Hershcovich, Daniel and Hoory, Ron and Hou, Yufang and Hummel, Shay and Jacovi, Michal and Jochim, Charles and Kantor, Yoav and Katz, Yoav and Konopnicki, David and Kons, Zvi and Kotlerman, Lili and Krieger, Dalia and Lahav, Dan and Lavee, Tamar and Levy, Ran and Liberman, Naftali and Mass, Yosi and Menczel, Amir and Mirkin, Shachar and Moshkowich, Guy and Ofek-Koifman, Shila and Orbach, Matan and Rabinovich, Ella and Rinott, Ruty and Shechtman, Slava and Sheinwald, Dafna and Shnarch, Eyal and Shnayderman, Ilya and Soffer, Aya and Spector, Artem and Sznajder, Benjamin and Toledo, Assaf and Toledo-Ronen, Orith and Venezian, Elad and Aharonov, Ranit}, -doi = {10.1038/s41586-021-03215-w}, -file = {:Users/michaelheuer/Mendeley Desktop/Slonim et al/Nature/Slonim et al. - 2021 - An autonomous debating system.pdf:pdf}, -issn = {14764687}, -journal = {Nature}, -number = {7850}, -pages = {379--384}, -pmid = {33731946}, -publisher = {Springer US}, -title = {{An autonomous debating system}}, -url = {http://dx.doi.org/10.1038/s41586-021-03215-w}, -volume = {591}, -year = {2021} -} @article{Burnett2021, abstract = {This paper seeks to critically assess how “radical” sustainability approaches that challenge “mainstream” development trajectories—and politics—are crafted and contested within local government. We explore the extent to which these approaches account for a consolidation, break down or transformation of role boundaries and political identities and their implications for the politics of niche–regime dynamics. In our in-depth study of Independents for Frome (Somerset, UK), an “independent” group who took control of the town council in 2011 and consolidated a non-partisan approach within its administrative functions, referred to as its “Flatpack Democracy” model, we take a closer look at adversarialism and the intersection of power dynamics within local government. The findings reveal the capture of local mainstream political institutions by niche “protagonists” through an orchestration and consolidation of transition governance, woven in strategically and opportunistically into new forms of localized political identities at the niche–regime interface, which helped to create a community-level regime of transition governance. We suggest that informal institutional capital, such as the role of personal ties can impact on legitimacy, accountability, or the validation of sustainability agendas. Our findings also advance debates on transition thresholds within “liminal transition spaces”, interstitial spaces between a previous way of knowing and doing, and a new way. Here ground rules dictating socio-political norms are unclear, collaborative actions are potentially working at cross-purposes and/or multiple forms of (transformative) power are exercised simultaneously at distinct moments, or instantiations of transition. That is, there remains a much-needed theoretical debate around the fragile and imperfect processes of democratization within the everyday politics of transition management.}, author = {Burnett, Amy and Nunes, Richard}, @@ -211,82 +223,70 @@ @article{Burnett2021 volume = {31}, year = {2021} } -@article{Wood2014, -abstract = {The blockchain paradigm when coupled with cryptographically-secured transactions has demonstrated its utility through a number of projects, not least Bitcoin. Each such project can be seen as a simple application on a decentralised, but singleton, compute resource. We can call this paradigm a transactional singleton machine with shared-state. Ethereum implements this paradigm in a generalised manner. Furthermore it provides a plurality of such resources, each with a distinct state and operating code but able to interact through a message-passing framework with others. We discuss its design, implementation issues, the opportunities it provides and the future hurdles we envisage.}, -author = {Wood, Gavin}, -file = {:Users/michaelheuer/Mendeley Desktop/Wood/Ethereum Project Yellow Paper/Wood - 2014 - Ethereum a secure decentralised generalised transaction ledger.pdf:pdf}, -journal = {Ethereum Proj. Yellow Pap.}, -pages = {1--32}, -title = {{Ethereum: a secure decentralised generalised transaction ledger}}, -year = {2014} +@misc{Cuende2019, +author = {Cuende, Luis Iv{\'{a}}n and Duncan, Luke and Light, John and Agha, Uneeb and Quispe, Mio and Spagnuolo, Facu}, +title = {{Aragon Network}}, +url = {https://github.com/aragon/whitepaper}, +year = {2019} } -@article{Buzziol, -author = {Buzziol, Evelyne and Maggie, Clarendonl}, -file = {:Users/michaelheuer/Mendeley Desktop/Buzziol, Maggie/Unknown/Buzziol, Maggie - Unknown - Democracy Decentralised Voting, Governance {\&}Transparency.pdf:pdf}, -title = {{Democracy Decentralised: Voting, Governance {\&}Transparency}} +@article{Ellis2017, +abstract = {Smart contracts are poised to revolutionize many industries by replacing the need for both traditional legal agreements and centrally automated digital agreements. Both performance verification and execution rely on manual actions from one of the contracting parties, or an automated system that programmat-ically retrieves and updates relevant changes. Unfortunately, because of their underlying consensus protocols, the blockchains on which smart contracts run cannot support native communication with external systems. Today, the solution to this problem is to introduce a new functionality, called an oracle, that provides connectivity to the outside world. Existing oracles are centralized services. Any smart contract using such services has a single point of failure, making it no more secure than a traditional, centrally run digital agreement. In this paper we present ChainLink, a decentralized oracle network. We de-scribe the on-chain components that ChainLink provides for contracts to gain external connectivity, and the software powering the nodes of the network. We present both a simple on-chain contract data aggregation system, and a more efficient off-chain consensus mechanism. We also describe supporting reputation and security monitoring services for ChainLink that help users make informed provider selections and achieve robust service even under aggressively adver-sarial conditions. Finally, we characterize the properties of an ideal oracle as guidance for our security strategy, and lay out possible future improvements, including richly featured oracle programming, data-source infrastructure modi-fications, and confidential smart-contract execution.}, +author = {Ellis, Steve and Juels, Ari and Nazarov, Sergey}, +file = {:Users/michaelheuer/Mendeley Desktop/Ellis, Juels, Nazarov/Unknown/Ellis, Juels, Nazarov - 2017 - ChainLink A Decentralized Oracle Network.pdf:pdf}, +number = {September}, +pages = {38}, +title = {{ChainLink: A Decentralized Oracle Network}}, +url = {https://link.smartcontract.com/whitepaper}, +volume = {2017}, +year = {2017} +} +@article{Aoyagi2020, +author = {Aoyagi, Jun}, +file = {:Users/michaelheuer/Mendeley Desktop/Aoyagi/Unknown/Aoyagi - 2020 - Liquidity Provision by Automated Market Makers.pdf:pdf}, +keywords = {aoyagi,automated market makers,berkeley,blockchain,constant product market makers,decentralized exchanges,edu,email,first draft,jun,may,strategic liquidity provision,the department of economics,uniswap,university of california at}, +number = {May}, +pages = {1--29}, +title = {{Liquidity Provision by Automated Market Makers}}, +year = {2020} +} +@article{L.A.A.1924, +author = {Zhang, Fan}, +doi = {10.1093/nq/146.29.48-a}, +file = {:Users/michaelheuer/Mendeley Desktop/Zhang/Notes and Queries/Zhang - 1924 - Town Crier An Authenticated Data Feed for Smart Contracts.pdf:pdf}, +issn = {00293970}, +journal = {Notes Queries}, +number = {29}, +pages = {48}, +title = {{Town Crier: An Authenticated Data Feed for Smart Contracts}}, +volume = {146}, +year = {1924} +} +@article{Adams2020, +abstract = {This technical whitepaper explains some of the design decisions behind the Uniswap v2 core contracts. It covers the contracts' new features-including arbitrary pairs between ERC20s, a hardened price oracle that allows other contracts to estimate the time-weighted average price over a given interval, "flash swaps" that allow traders to receive assets and use them elsewhere before paying for them later in the transaction, and a protocol fee that can be turned on in the future. It also re-architects the contracts to reduce their attack surface. This whitepaper describes the mechanics of Uniswap v2's "core" contracts including the pair contract that stores liquidity providers' funds-and the factory contract used to instantiate pair contracts.}, +author = {Adams, Hayden and Zinsmeister, Noah and Robinson, Dan}, +file = {:Users/michaelheuer/Mendeley Desktop/Adams, Zinsmeister, Robinson/Unknown/Adams, Zinsmeister, Robinson - 2020 - Uniswap v2 Core.pdf:pdf}, +pages = {1--10}, +title = {{Uniswap v2 Core}}, +year = {2020} } @misc{Buterin2021, author = {Buterin, Vitalik}, booktitle = {ethresear.ch}, title = {{Minimal anti-collusion infrastructure}}, url = {https://ethresear.ch/t/minimal-anti-collusion-infrastructure/5413}, -urldate = {20. August 2021}, +urldate = {2021-08-20}, year = {2021} } -@article{Hogan2020, -abstract = {In this paper we provide a comprehensive introduction to knowledge graphs, which have recently garnered significant attention from both industry and academia in scenarios that require exploiting diverse, dynamic, large-scale collections of data. After some opening remarks, we motivate and contrast various graph-based data models and query languages that are used for knowledge graphs. We discuss the roles of schema, identity, and context in knowledge graphs. We explain how knowledge can be represented and extracted using a combination of deductive and inductive techniques. We summarise methods for the creation, enrichment, quality assessment, refinement, and publication of knowledge graphs. We provide an overview of prominent open knowledge graphs and enterprise knowledge graphs, their applications, and how they use the aforementioned techniques. We conclude with high-level future research directions for knowledge graphs.}, -archivePrefix = {arXiv}, -arxivId = {2003.02320}, -author = {Hogan, Aidan and Blomqvist, Eva and Cochez, Michael and D'Amato, Claudia and de Melo, Gerard and Gutierrez, Claudio and Gayo, Jos{\'{e}} Emilio Labra and Kirrane, Sabrina and Neumaier, Sebastian and Polleres, Axel and Navigli, Roberto and Ngomo, Axel-Cyrille Ngonga and Rashid, Sabbir M. and Rula, Anisa and Schmelzeisen, Lukas and Sequeda, Juan and Staab, Steffen and Zimmermann, Antoine}, -doi = {10.1145/3418294}, -eprint = {2003.02320}, -file = {:Users/michaelheuer/Mendeley Desktop/Hogan et al/Communications of the ACM/Hogan et al. - 2020 - Knowledge Graphs.pdf:pdf}, -issn = {15577317}, -journal = {Commun. ACM}, -month = {mar}, -number = {3}, -pages = {96--104}, -title = {{Knowledge Graphs}}, -volume = {64}, +@article{Wells2020, +author = {Wells, Simon}, +doi = {10.3233/FAIA200541}, +file = {:Users/michaelheuer/Mendeley Desktop/Wells/Frontiers in Artificial Intelligence and Applications/Wells - 2020 - The open argumentation platform (OAPL).pdf:pdf}, +isbn = {9781643681061}, +issn = {09226389}, +journal = {Front. Artif. Intell. Appl.}, +keywords = {Argument Analysis,Argument Visualisation,Open Source Tools}, +pages = {475--476}, +title = {{The open argumentation platform (OAPL)}}, +volume = {326}, year = {2020} } -@techreport{Lesaege2019, -abstract = {Resumen Kleros es una aplicaci{\'{o}}n descentralizada construida sobre Ethereum, que funciona como una tercera parte descentralizada para el arbitraje de disputas en cualquier tipo de contratos, ya sean simples o muy complejos. Se basa en incentivos de teor{\'{i}}a de los juegos para lograr que los jurados juzguen los casos correctamente. El resultado es un sistema de resoluci{\'{o}}n de disputas que alcanza resultados de manera r{\'{a}}pida, econ{\'{o}}mica, confiable y descentralizada. 1 Introducci{\'{o}}n "Quien controla las cortes, controla el estado." Arist{\'{o}}teles. El mundo est{\'{a}} experimentando un proceso acelerado de globalizaci{\'{o}}n y digitalizaci{\'{o}}n. Un n{\'{u}}mero exponencialmente creciente de transacciones son realizadas online entre personas ubicadas en distintas jurisdicciones. Si la promesa de blockchain se hace realidad, en un futuro no muy distante, la mayor{\'{i}}a de los bienes, el trabajo y el capital ser{\'{a}}n asignados a trav{\'{e}}s de plataformas globales descentralizadas. Las disputas seguramente estar{\'{a}}n a la orden del d{\'{i}}a. Los usuarios del eBay descentralizado reclamar{\'{a}}n que los vendedores no les enviaron los bienes especificados en el contrato, los hu{\'{e}}spedes del AirBnb descentralizado reclamar{\'{a}}n que la casa alquilada no era como se mostraba en las fotograf{\'{i}}as, e inversores en una plataforma de financiamiento colectivos van a reclamar reembolsos en la medida en que los emprendimientos financiados no obtengan los resultados prometidos. Los contratos inteligentes son lo suficientemente inteligentes como para ejecutarse autom{\'{a}}ticamente tal como fueron programados, pero no pueden realizar juicios subjetivos o incluir elementos que provengan de fuera del blockchain. Las tecnolog{\'{i}}as existentes de resoluci{\'{o}}n de disputas son demasiado lentas, costosas y poco confiables para una econom{\'{i}}a global que funciona en tiempo real. Por ello, una instituci{\'{o}}n clave en la era de blockchain es un mecanismo de resoluci{\'{o}}n de disputas r{\'{a}}pido, de bajo costo, confiable y descentralizado que permita resolver disputas en contratos inteligentes.}, -address = {Paris}, -author = {Lesaege, Cl{\'{e}}ment and Ast, Federico and George, William}, -file = {:Users/michaelheuer/Mendeley Desktop/Lesaege, Ast, George/Unknown/Lesaege, Ast, George - 2019 - Kleros.pdf:pdf}, -institution = {Cooperative Kleros}, -pages = {17}, -title = {{Kleros}}, -url = {https://kleros.io/whitepaper.pdf}, -year = {2019} -} -@misc{Cuende2019, -author = {Cuende, Luis Iv{\'{a}}n and Duncan, Luke and Light, John and Agha, Uneeb and Quispe, Mio and Spagnuolo, Facu}, -title = {{Aragon Network}}, -url = {https://github.com/aragon/whitepaper}, -year = {2019} -} -@article{Hanson2012, -abstract = {In practice, scoring rules elicit good probability estimates from individuals, while betting markets elicit good consensus estimates from groups. Market scoring rules combine these features, eliciting estimates from individuals or groups, with groups costing no more than individuals. Regarding a bet on one event given another event, only logarithmic versions preserve the probability of the given event. Logarithmic versions also preserve the conditional probabilities of other events, and so preserve conditional independence relations. Given logarithmic rules that elicit relative probabilities of base event pairs, it costs no more to elicit estimates on all combinations of these base events.}, -author = {Hanson, Robin}, -doi = {10.5750/jpm.v1i1.417}, -file = {:Users/michaelheuer/Mendeley Desktop/Hanson/The Journal of Prediction Markets/Hanson - 2012 - Logarithmic Markets Coring Rules for Modular Combinatorial Information Aggregation.pdf:pdf}, -isbn = {7039932326}, -issn = {1750-6751}, -journal = {J. Predict. Mark.}, -number = {1}, -pages = {3--15}, -title = {{Logarithmic Markets Coring Rules for Modular Combinatorial Information Aggregation}}, -volume = {1}, -year = {2012} -} -@techreport{Zhang2018, -abstract = {We formalize the constant product market maker model (aka, x × y = k model) [2], and formally analyze the integer rounding errors of the implementation in the Uniswap smart contract [1].}, -author = {Zhang, Yi and Chen, Xiaohong and Park, Daejun}, -file = {:Users/michaelheuer/Mendeley Desktop/Zhang, Chen, Park/Unknown/Zhang, Chen, Park - 2018 - Formal Specification of Constant Product ( x × y = k ) Market Maker Model and Implementation.pdf:pdf}, -institution = {Runtime Verification, Inc.}, -pages = {1--14}, -title = {{Formal Specification of Constant Product ( x × y = k ) Market Maker Model and Implementation}}, -year = {2018} -} diff --git a/Paper.tex b/Paper.tex index c3e63c0..0b6891b 100644 --- a/Paper.tex +++ b/Paper.tex @@ -31,6 +31,7 @@ inline, disable }{} + \usepackage{draftwatermark} \SetWatermarkText{DRAFT} \SetWatermarkScale{1} @@ -47,8 +48,8 @@ \newcommandx{\Siblings}[2][1={},2={}]{\mathcal{S}\dec[#1][#2]} \newcommandx{\wgt}[2][1={},2={}]{w\dec[#1][#2]} -\newcommandx{\imp}[3][1={},2={},3={}]{I\dec[\ifthenelse{\equal{#3}{}}{}{#3,}#1][#2]} -\newcommandx{\impOwn}[3][1={},2={},3={}]{I'\dec[\ifthenelse{\equal{#3}{}}{}{#3,}#1][#2]} +\newcommandx{\imp}[3][1={},2={},3={}]{r\dec[\ifthenelse{\equal{#3}{}}{}{#3,}#1][#2]} +\newcommandx{\impOwn}[3][1={},2={},3={}]{r'\dec[\ifthenelse{\equal{#3}{}}{}{#3,}#1][#2]} \newcommandx{\liq}[2][1={},2={}]{n^{\T}\dec[#1][#2]} \newcommandx{\mixing}[2][1={},2={}]{\gamma\dec[#1][#2]} @@ -150,7 +151,7 @@ \section{Introduction} % Deliberative Democracy Instead of expressing preferences for specific decisions options directly, -deliberative democracy tries to find consensus on the best decision option based on deliberation, reasoning, and weighting of the individual aspects of the decision spectrum in a debate. +deliberative democracy tries to find consensus on the best decision option based on the exchange and weighting of arguments in a debate. This way, the reasoning behind the different decision options becomes transparent to the participants and the public. % Debates Traditional debates are often held linearly---either in a podium discussion or in a forum. @@ -368,12 +369,13 @@ \subsection{Rating Phase}\label{sec:RatingPhase} % Voting Phase % Impact signal The amount of approval and disapproval shares $n^\Y$ and $n^\N$ in the \ac{AMM} -signals the impact as a scalar value between $0$ and $1$ +signals the impact as a scalar value between $-1$ and $+1$ \begin{equation} - \imp = 1-\frac{n^\Y}{n^\Y+n^\N}, + \imp = 1-2\,\frac{n^\Y}{n^\Y+n^\N}, \end{equation} -where the second term corresponds to the relative share of $\Y$ tokens available at the market. +where the fraction corresponds to the relative share of $\Y$ tokens available at the market. Accordingly, the less approval shares $n^\Y$ are available at the market, the higher the impact $\imp$. +Arguments with negative impact values (in other words bad arguments) are not considered in the tallying phase later. % PM contrast @@ -385,22 +387,18 @@ \subsection{Rating Phase}\label{sec:RatingPhase} % Voting Phase % Liquidity provision by the author The liquidity of the \ac{AMM} is provided by the author of the argument who has to deposit debate tokens at the point of the creation of the argument. -Moreover, the author determines the initial amount of the approval and disapproval shares $n^\Y$ and $n^\N$ minted from the debate tokens at the market start -and therefore the initial impact $\imp$. -If the argument creator does not specify a ratio, -the amount of approval and disapproval tokens is set with $n^\Y=n^\N=\nicefrac{1}{2}\,n^\T$. +% Initial impact +Moreover, the author can chose an initial impact $\imp\in (0,1)$ with $\nicefrac{1}{2}$ being the default. +The initial impact determines the initial amount of the approval and disapproval shares $n^\Y$ and $n^\N$ minted from the debate tokens at the market start. +The value $\imp=1$ is excluded because this would result in $n^\Y=0$ and thus a vanishing constant product $n^\Y\times n^\N$. % Fees and Permanant Loss -As in every \ac{AMM}, liquidity providers (here the author \todo{and editors of the argument}) -earn fees of traders (here voters) +As in every \ac{AMM}, liquidity providers (here the authors\todo{ and editors of the argument}) +earn fees from traders (here voters) and take the risk of suffering permanent loss, if the market diverges from the initial value. This incentivizes authors to evaluated their own arguments impact critically \deleted[comment={Should the final earning/loss be related to $\imp$ or $\impOwn$}]{and to take also related child arguments into account} to minimize permanent loss. -% Initial impact -To disincentivizes debaters to create bad arguments and earn on the fees, -the initial ratio is limited to $[\nicefrac{1}{2},1)$ (or even a more conservative lower limit $>\nicefrac{1}{2}$). -The value $\imp=1$ is excluded because otherwise, the constant product $\Y\times \N = 0$. % RM details The details of the rating market mechanics are discussed in detail in \cref{sec:RatingMarkets} @@ -419,57 +417,69 @@ \subsection{Rating Phase}\label{sec:RatingPhase} % Voting Phase \subsection{Tallying Phase}\label{sec:TallyingPhase} In the tallying phase, the impact of the different nodes is accumulated and weighted. -We define the weight of a node $\Node[i]$ by -\begin{equation} - \wgt[i] = \frac{\liq[i]}{\liq[i]+\sum_{j\in \Siblings[i]}\liq[j]} -\end{equation} -as the amount of debate tokens spent $\liq[i]$ relative to its siblings $\Siblings[i]$. - -to the total number of deposited debate tokens of its siblings. This allows for expressing the impact of a node $\Node[i]$ by \begin{equation}\label{eq:Impact} \imp[i] = - \max - \left[\vphantom{\sum}\right. - 0 - \,,\, \underbrace{(1-\mixing[i])\cdot\impOwn[i]}_{\text{own}} + - \underbrace{\mixing[i]\cdot\imp[i][\Children]}_{\text{children}} -\left.\vphantom{\sum}\right], + \underbrace{\mixing[i]\cdot\imp[i][\Children]}_{\text{children}}, \end{equation} -as two terms scaled with a mixing parameter $\mixing[i]$. -The $\max$ operator ensures that the overall impact value cannot become negative. - +as two terms scaled with a mixing parameter $\mixing[i]\in(0,1)$. +The higher the value of $\mixing$, the more important the second term becomes. +\\ The first term contains the nodes own impact $\impOwn[i]$ being determined directly from the associated \ac{RM}. -The second term contains the weight-averaged impact of all children nodes +The second term contains the weight-averaged impact of all relevant child nodes \begin{equation} - \imp[i][\Children] = \sum_{j\in \Children[i]} \supportive[j]%[i] - \imp[j]\,\wgt[j]. + \imp[i][\Children] = \sum_{ + \substack{ + j\in \Children[i]\\ + \imp[j] > 0 + } + } + \supportive[j]\,\wgt[j]\,\imp[j], \end{equation} -with the pre-factor +and the pre-factor \begin{equation} - \supportive[j]%[i] + \supportive[j] = \begin{cases} +1 & \text{if node $j$ is supporting}\\ -1 & \text{if node $j$ is opposing} \end{cases}, \end{equation} -resulting in the subtraction of impact, if the associated node opposes its parent. +resulting in the loss of impact, if the associated node opposes its parent +and the weight of a node $\Node[i]$ +\begin{equation} + \wgt[i] = \frac{\liq[i]}{\liq[i]+\displaystyle\sum_{ + \substack{ + j\in \Siblings[i]\\ + \imp[j] > 0 + } + } + \liq[j]} +\end{equation} +as the amount of debate tokens $\liq[i]$ spent relative to its siblings $\Siblings[i]$. +The condition $\imp[j] > 0$ takes care that arguments with negative impact (bad arguments) are not considered. +\\ % Mixing -Both terms are scaled with the mixing parameter $\mixing$. -The higher the value of $\mixing$, the more influence the children nodes have on $\imp[i]$. -Because the influence of a single node on the decision outcome decreases with increasing distance from the tree root, +Because of the mixing parameter $\gamma$ influence of a single node on the decision outcome decreases with increasing distance from the tree root, it becomes less attractive to add too many layers to the tree, which incentivizes keeping debates short. +An example is depicted in \cref{fig:VoteTallying}. +\begin{figure} + \includegraphics[width=0.99\linewidth]{Graphics/VoteTallying.pdf} + \caption{Schematice visualization of a vote tally in an argument subtree.} + \label{fig:VoteTallying} +\end{figure} + + Special cases arise for the different node types in the tree: \begin{equation} \mixing[i] = \begin{cases} - 1 & \text{if $\Node[i]$ is root ($i=0$)}\\ - 0 & \text{if $\Node[i]$ is leaf}\\ - k \in[\nicefrac{1}{2},1) & \text{else} + 1 & \text{if node $i$ is the root ($i=0$)}\\ + 0 & \text{if node $i$ is a leaf}\\ + c \in(0,1) & \text{else} \end{cases} \end{equation} % root @@ -478,9 +488,12 @@ \subsection{Tallying Phase}\label{sec:TallyingPhase} For a leaf node, the impact is determined solely from its own rating market ($\mixing=0$). % all others For all other nodes, -the ratio between the two is defined by constant $k\in[\nicefrac{1}{2},1)$ specified by the debate creator. +the ratio between the two is defined as a constant $c\in(0,1)$ being specified by the debate creator. +If the impact of the root node $I_0$ resulting from its childrens is $>\nicefrac{1}{2}$, +the proposal is accepted and executed. + \todo{Add example.\\ For example with $k=\nicefrac{3}{4}$... } @@ -516,20 +529,38 @@ \subsection{Collusion} However, it can be solved in the future if \href{https://ethresear.ch/t/minimal-anti-collusion-infrastructure/5413}{\ac{MACI}}\cite{Buterin2021} becomes available. In the context of ArborVote this means that the debate participants remain secret and cannot proof to each other that they have created or voted for a certain tree node. +\begin{figure*} + \includegraphics[width=0.75\textwidth]{Graphics/RatingMarket.pdf} + \caption{Process flow diagram in a rating market showing + 1.) liquidity provision of 10\,\T{} by the argument creator Carl with a ratio of $n^\Y:n^\N=1$ + and + two consecutive market trades by + 2.) Alice and + 3.) Bob where each of them buys approval shares for an equivalent of 2\,\T{} on the underlying \ac{CPMM}. + After the market close, + Alice and Bob redeem their approval shares \Y{} for \num[round-mode=places,round-precision=1]{2.534597515403166} + and + \num[round-mode=places,round-precision=1]{2.0801261686545804} + debate tokens \T{}, thus generating profit. + Carl redeems his \Y{} and \N{} shares for + $\num[round-mode=places,round-precision=1]{4.813525792017222}\,\T + +\num[round-mode=places,round-precision=1]{4.571750523925031}\,\T + =\num[round-mode=places,round-precision=1]{9.3852763159}\,\T$, thus suffering a loss. + } + \label{fig:RatingMarket} +\end{figure*} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% \section*{Acknowledgments} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -%This work was generously supported by ETH Research Grant ETH-20 15-1 and ETH Pioneer Fellowship Grant PIO-11-14-2. - Discussions with James Simbouras, \highlight{Dan13ram}, Daniel Ospina, -Matt Prewitt, -Manu Flores, +Matt Prewitt, and +Manu Flores are gratefully acknowledged. @@ -564,32 +595,12 @@ \subsection*{Rating Markets}\label{sec:RatingMarkets} which is the same implementation as in \href{https://omen.eth.link/}{Omen \acp{PM}}\cite{Omen2020}. An example is depicted in \cref{fig:RatingMarket}. -\begin{figure*} - \includegraphics[width=0.75\textwidth]{Graphics/RatingMarket.pdf} - \caption{Process flow diagram in a rating market showing - 1.) liquidity provision by the argument creator Carl with a ratio of $n^\Y:n^\N=1$ - and - two consecutive market trades by - 2.) Alice and - 3.) Bob where each of them buys approval shares for an equivalent of 2\,\T{} on the underlying \ac{CPMM}. - After the market close, - Alice and Bob redeem their approval shares \Y{} for \num[round-mode=places,round-precision=1]{2.534597515403166} - and - \num[round-mode=places,round-precision=1]{2.0801261686545804} - debate tokens \T{}, thus generating profit. - Carl redeems his \Y{} and \N{} shares for - $\num[round-mode=places,round-precision=1]{4.813525792017222}\,\T - +\num[round-mode=places,round-precision=1]{4.571750523925031}\,\T - =\num[round-mode=places,round-precision=1]{9.3852763159}\,\T$, thus suffering a loss. -} - \label{fig:RatingMarket} -\end{figure*} - +\\ %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -%\section*{References} +\section*{References} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -\bibliographystyle{plainnat} +\bibliographystyle{plainnat}% \bibliography{Literature/ArborVote} \end{document}