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    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Crisis⋆</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Wendy R. Simon</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="editor">
          <string-name>Democracy, Liberalism, Rule of Law, Sovereignty, Individual Rights, Militant Democracy, Linked Democ-</string-name>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Universitat Internacional de Catalunya</institution>
          ,
          <addr-line>Barcelona</addr-line>
          ,
          <country country="ES">Spain</country>
        </aff>
      </contrib-group>
      <fpage>104</fpage>
      <lpage>118</lpage>
      <abstract>
        <p>In this paper we will contend that the use of artificial intelligence (AI) for political purposes, as well as in other areas, is having a detrimental efect on the collective identity of Western liberal democracies. To explore this idea, we will analyze three key concepts in classic political theory- those of sovereignty, individual rights, and the rule of law- which we contend are in urgent need of reviewing in light of the new dynamics AI is creating. We also underscore what we understand to be a precedent in the erosion of the principles of liberal democracy in the early 20th century: militant democracy. Our conclusion is that we must aim our eforts at rethinking liberal democracies in a way that allows for the assimilation of the technological progress as part of our political process without compromising its core values in doing so. The concept of Linked Democracy can serve as a starting point for that discussion.</p>
      </abstract>
      <kwd-group>
        <kwd>racy</kwd>
        <kwd>Artificial Intelligence</kwd>
        <kwd>Liberal democracy crisis</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Since the late 20th century, there has been an exponential increase in the development of
technological/digital possibilities and of artificial intelligence (AI) specifically: “digital identity,
the web of data, the internet of things, big data gathering and analysis, management algorithms,
semantic representation of languages, use of intelligent decision-making programs, artificial
robot societies, models of distributed multiagent coordination systems and the unequal
distribution of information” [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].1 All these have deeply altered the dynamics of communication and
relations among citizens and has also afected the traditional bonds that link the citizens to the
state as well as those that link the state to its citizens; all of which has had an impact not only
on citizens’ day to day lives but has also introduced elements of distortion that alter power
relations as we have come to know them. Interestingly, though, we have not yet addressed the
uncomfortable changes that these shifts are producing at the diferent levels in a way that is
comprehensive and satisfactory, specifically in the West, when it comes to our political identity
as liberal democracies. These techno-digital developments, with their extraordinary abilities for
massive, immediate, data and information gathering, crossing, and processing, which can even
CEUR
Workshop
Proceedings
The translation is ours.
take place undercover, without citizen supervision or authorization, are having an impact not
only on the scope and the depth of the traditional resources that governments have had access
to until now, but may also be having an impact on the very nature of governmental power.
      </p>
      <p>In the following pages we will highlight some questions liberal democracies have had to
face historically, but to which we have still not been able to respond to adequately: those, we
suggest, are the questions regarding the shortcomings of democracy in the face of internal
threats to its system.2 The 20th century’s rise of totalitarian ideologies kindled a debate over
the legitimacy of “militant democracy”, which is an interpretation of democracy that allows
for antiliberal measures to be put in place by a democratic government in order to manage the
influx of antiliberal ideologies. In our present day and age, we will contend, we face a situation
with a similar underlying question, i.e., how should democratic actors handle the use of the
digital tools that may render democracy vulnerable if gone unchecked.</p>
      <p>We will begin by exposing the fact that the dilemmas we face today regarding AI in our
political systems are not entirely new but part of a bigger problem that was already brought to
our attention during the 20th century’s clashes between democratic regimes and totalitarian
regimes. Even though the threat was then a direct, open attack on the liberal and democratic
principles while AI appears to be ideologically neutral, we will argue that there might be a
significant parallel between the political efects of a totalitarian regime and the efects, albeit in
a more subtle (and perhaps dangerous) way, of a nominally democratic regime pervasively run
by autonomous technology.</p>
      <p>We then move on to explore three alternative approaches to this question each of which
point at a somewhat problematic issue that springs from this phenomenon. These “red-flags”
requiring attention are in our estimation: (i) what powers are the people sovereigns of, (ii)
the individual rights legitimation for government and (iii) the rule of law as the only valid
instantiation of a democratic regime.</p>
      <p>Afterwards we will attempt to clarify in what way in a democracy the implementation of
certain digital features can make us reconsider the expectations we have for our regimes and
our governments. The open-ended possibilities of AI paired with its unabridged use by those in
power can lead us to question our collective identity as a political community and to question
the unifying principles behind this community. We shall consider if the (re)definition of the
identity of liberal democracies is being played out in real time without the people having an
adequate place or space to deliberate it.</p>
      <p>Lastly, we will summarize our conclusions.</p>
    </sec>
    <sec id="sec-2">
      <title>2. The unanswered question of militant democracy and AI</title>
      <p>
        The concept of Militant Democracy was introduced into comparative constitutional law and
political science by Karl Lowenstein, a German émigré to the US, in a series of articles written
in the 1930s and 1940s. In them, he reflected on the dificult task of tackling the rise of fascism.
2Jan Werner Müller distinguishes between external threats to democracy, which are historical (fascism, communism,
and other forms of totalitarianisms) and internal threats, which are more recent and come from within the democratic
system, such as extremist religions (that may even aspire to a religious-political power) or domestic terrorism
of various natures. See J-W. Müller, A “practical dilemma which philosophy alone cannot resolve”? Rethinking
militant democracy: an introduction, Constellations, 19.4 (2012) 536-39
For him, the only way for democratic states to “withstand the skilful exploitation of democratic
rights to subvert democracy from within in was to abandon what he took to be an “outdated”
view of liberal democracy according to which all voices should be accorded free expression
and participation” [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. According to him, fascism was “not an ideological movement but a
sophisticated technique for the attainment of power feeding of the psychology of the masses” [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ].
Lowenstein considered the situation an emergency and urged democracies to unite internally
and externally and fight their own enemy. Democracies had to turn “militant” in order to prevent
fascist leaders and movements from subverting democracy and should do so by establishing
legal-constitutional measures.
      </p>
      <p>
        In short, militant democracy was all about applying the normative resources it is legitimate
for a democracy to use to defend itself from authoritarianisms and totalitarianisms. The three
main strategies being: (i) to concentrate power in the executive (ii) to use emergency powers
(iii) to pass ad hoc legislation to restrict rights of expression, participation, and assembly. [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ]
      </p>
      <p>It is easy enough to sympathize with the premise: democracy should be legitimized to use
illiberal tools in the face of potential domestic, as well as foreign, anti-democracy threats.
From the perspective of democratic theory, however, is this consistent? And pragmatically
speaking, is there evidence of it working? There was never enough serious attention given
to the problems addressed by militant democracy during the 1900s, and the topic was never
therefore satisfactorily dealt with -let alone resolved. The most likely reasons being a diferent
stance in the interpretation of democratic theory, on the one hand. In the past century, authors
would take democracy as a whole, neglecting the internal institutional variety of the regimes.
On the other hand, the empirical focus was put on political economy and social policy, not the
constitutional institutions:</p>
      <p>
        Recent comparative constitutional law and political science literature has converged
on the principle that democracies have a right to defend themselves against their
enemies-even in the absence of violence-. To accomplish this purpose, democratic
states can enact and apply formal rules restricting expression and participation,
subject to impartial oversight of their application. Beyond these basic principles,
little convergence emerges in the practice of contemporary democracies.” [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]
The challenge at hand in the 21st century is that of how to govern the techno-digital world in a
way that is compatible with our democracies. With regards to the identity of liberal democracies,
we contend this issue happens to address core issues that parallel those never fully dealt with in
the beginning of the 20th century. In the wake of World War II, Europe re-instated the traditional
tried-and-tested democratic devices (rule of law, democratic constitutions, bills of rights… ) with
the conviction that this time around they would prove more successful in preserving peace,
order and defending human dignity, since the individual rights had been better entrenched into
code (Human Rights Declaration 1948, constitutional entrenched and infinity clauses, e.g.) and
a variety of multi-lateral agreements based on communal declarations of intentions that had
crystalized into some of the most powerful international organizations (North Atlantic Treatise
Organization, United Nations, European Economic Community, World Health Organization,
World Bank,…) The reason behind this thorough codification of multilateral agreements in
terms of the military, law, commerce, health, and financing is significant: the feeling was that in
the past, democracy had failed at securing for itself the necessary devices to quash the threats
to its system in an efective way. Codified, financed, armed international cooperation could
help remedy that deficiency.
      </p>
      <p>On another note, despite the end-of-war peace, totalitarian communism had been preserved
alive and well at the very heart of Europe. The Cold War too would serve as a permanent
reminder of the anti-liberal/ anti-capitalist threat to the democratic world order. In the face
of those events, doubling down on the rule of law and on individual rights seemed like the
right thing to do. However, and despite these actions, the big questions that the 20th century
forcefully raised had remained essentially undealt with: how does a democracy secure for itself
the necessary tools to channel threats to its system in an efective way without betraying its
principles? There were limits to the efectiveness of the rule of law and to the eficacy of the
democratic process when it came to securing the continuity of the system. And the solution
had been to reinforce those. However, the specific question of what to do if and when their
frailty became flagrantly apparent again was not resolved.</p>
      <p>
        The question had been raised and had been dealt with to some extent, -both in theory, as
we have mentioned in the case of militant democracy, and in practice, in how democracies
strategized and fought the war3 -, and some grapple with it still today [
        <xref ref-type="bibr" rid="ref10 ref6 ref7 ref8 ref9">6, 7, 8, 9, 10</xref>
        ]. Yet it is far
from closed.
      </p>
      <p>
        Be that as it may, nowadays, with the advent AI we find ourselves in a complex, contemporary
version of a similar updated issue: how should a democracy handle the technology that has the
potential to disrupt the democratic process in a way that poses a threat to its own continuity?
Our contention is that it is not a matter of regulating via the tools we currently have; “what needs
to change is not the content of the regulations, but their form, the very notion of regulating”
[
        <xref ref-type="bibr" rid="ref11">11</xref>
        ] . If we look at it, deliberative and epistemic models of democracy align in their aim to
“emphasize the knowledge-producing properties of democratic institutions and procedures; and
specifically (…) to assume that those procedures are good at tracking procedure-independent
standard of correctness, which is sometimes called truth” [
        <xref ref-type="bibr" rid="ref18">18</xref>
        ]. It requires a deep rethinking of
the democratic process itself [
        <xref ref-type="bibr" rid="ref12 ref13 ref14 ref15 ref16 ref17">12, 13, 14, 15, 16, 17</xref>
        ] so that is able to incorporate the digital world
into its truth-seeking process. It should not surprise us that a re-formulation of the deficient
democratic devices and principles of the 20th century is unable to provide satisfactory solutions
for the 21st century.
      </p>
      <p>We contend therefore, that anything that meddles digitally or technologically with that natural
democratic process -as does AI-, is a threat to democracy in a parallel way that totalitarianisms
are a threat by meddling with the process ideologically or institutionally. To further clarify how
it is that that can occur, specifically in the case of new technologies, we need to be granular
about what the building blocks of democracy are and analyse one by one where and how a
key aspect of democracy is being subverted. This may allow us room to come up with a more
nuanced interventionism than goes beyond simply over-regulating.
3We still debate to this day how to justify without blushing that the dropping an atomic bomb on innocent civilians
is a legitimate democratic course of action.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Liberal democracy’s identity crisis</title>
      <p>
        “As in other disruptive activities, there are things in AI that we can do, some things that we
should do, and more significantly there are also things that we should not do even if we could.
The problem is that, for now, it is not clear where the red line should be drawn.” [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ] This
ambiguity is having a detrimental efect on liberal democracies’ identity. Being at a loss as to
how to appropriately tackle the response to the algorithmically controlled citizen privacy and
access to information since the era of internet, could be causing a crisis of identity in the West. In
the 21st century we find that the lack of a democratic theory standardized response to the issues
militant democracy raised last century, afects how we understand ourselves as a democracy,
especially while having AI’s problematic side lurking about as a constant reminder. We today
may be having an identity crisis as a consequence of that which has been left unresolved for
decades. While we have already addressed here what militant democracy is and what it intends,
we have not tackled its problematic side, but it indeed has one, since as long as “the limits of
militant democracy remain to be defined and defended, [they are] leaving fundamental freedoms
exposed to the risk of abusive state action.” [
        <xref ref-type="bibr" rid="ref20">20</xref>
        ]
      </p>
      <p>The urgency to discuss this topic comes from our day-to-day reality. Current digital
developments have been increasingly granting democratic governments uncurtailed access to standard,
as well as custom-designed tools for surveilling and controlling citizens (facial recognition,
registry of infractors’ identities, digital profiling, data re-identification…). And what is more,
it allows them the means to easily do so without the afected citizens’ knowledge, let alone
their consent. The justification for such actions is once again (at least in the West) to further
guarantee the security of the rights of their citizens (for instance, when the Canadian PM ordered
banks to freeze the accounts linked to trucker protests over a Covid vaccination mandate “with
no need for court orders”4). Therefore, the core issue at hand is still the previously identified
unresolved issue “how antidemocratic can a democracy get in the name of democracy?” That
happens to be the precise question we need answered in order to establish the uses, extent,
limits, ethics of these digital and AI processes in a democratic society. We keep unsuccessfully
trying to regulate the use and implementation of these tools but consistently get stuck at the
point where we realize that the potential regulators of the tools are the ones who have free
access to them. More on this later.</p>
      <p>
        Another reason why we do not give a clear answer to these questions could be because we
do not usually frame the correct question for it. We tend to diversify it and break the problems
into many diferent questions depending on the area of concern, which makes for a heap of
potential partial-answers: legal, financial, image rights, privacy … We here set out to focus on
a core problem at the heart of all these issues: what is the identity of democracy in the 21st
century? I.e., what do we as a liberal society stand for, and what are we not willing to tolerate,
even under the guise of security-guarantees? We are aware of militant democracy justifying
anti-democratic measures under certain circumstances to protect democracy. Invernizzi and
Zuckerman, however, contend that “if democracy is to be understood as a form of government
based on the principle of freedom as a collective self-government, this suggests that it must
inevitably be willing to assume a certain measure of political risk.” [
        <xref ref-type="bibr" rid="ref21">21</xref>
        ] Kelsen’s tragically
poetic quote from 1932, reflects a similar sentiment: “Those who are for democracy cannot
allow themselves to be caught in the dangerous contradiction of using the means of dictatorship
to defend democracy. One must remain faithful to one’s flag even when the ship is sinking;
and in the abyss one can only carry the hope that the ideal of freedom is indestructible and the
more deeply it sinks the more deeply it will one day return to life with greater passion.” [
        <xref ref-type="bibr" rid="ref22">22</xref>
        ]
      </p>
      <p>Ever since the 1980’s, the expansion of algorithmically controlled technology has been
exponentially furnishing democratic (as well as un-democratic) governments with tools for an
illiberal surveilling and control of citizens without their knowledge or consent. Is this a form
of militant democracy? Or is it a form of authoritarianism? Our argument here is not that
all democratic governments are secretly evil undercover totalitarianisms banking on citizens’
ignorance and passivity to overturn democracy in a 21st century version of Orwell’s Big Brother.
Not at all. Our contention is simply that as things stand today, politically and technologically,
it is not far-fetched to alert that we may be headed down a path leading to something akin to
what Yuval Noah Harari calls digital dictatorships. Whether we do it willingly or not is one
question, whether knowingly or not, is quite another. These tools do indeed have the power to
become dictatorships in that they contain control, surveillance, oppressive, uniformity-inducing
potential while at the same time they have the ability to obstruct the free flow of information
and knowledge that thwarts a natural democratic process. This is the conundrum we must face.</p>
      <p>This reality opens up a scenario that we need to address the sooner the better. For starters,
we must discuss if we justify using AI for political purposes as a guarantor of democratic rights
or if we see it as an undesirable expression of militant democracy which could backfire on
us in unforeseeable ways. We also must discuss if given the potential of AI and its elusive
nature, we consider it to be one same element to be contended with or if we are to consider each
device separately as an independent tool to be dealt with within its own area of application
and following the standards and protocols pertaining to each discipline. We will open the
possibility of not considering AI services as tools but as powers in themselves. This idea implies
rethinking the theory of popular sovereignty that undergirds democracy. We will also suggest
reconsidering the possibilities that the classical rule of law theory ofers us in this contemporary
scenario and will discuss the need for broadening the possibilities of administration of a liberal
and democratic society, such as through linked democracy. Lastly, the traditional notion of
individual rights as being secured by democratic governments, and thus legitimizing them,
comes under attack with AI having the autonomy and the potential to do away with them
overnight, unless actively avoided by democratic agents. We have called all these “red flags”;
areas of fundamental importance to democratic theory, as relevant today as the day they were
developed, but whose endurance is being put to the test and whose resilience is being taken for
granted.</p>
    </sec>
    <sec id="sec-4">
      <title>4. RED FLAGS</title>
      <p>We realize that the traditional doctrine of the rule of law and of individual rights doesn’t make
the cut for our present situation with AI. We have not developed standardized tools to address
it yet and are at a loss as to which is the appropriate way to approach its development and
impact -that is, one consistent with the democratic-liberal principles. One of the dificulties lies
in that we lack clarity as to the target to tackle when it comes to AI. What is the goal when it
comes to approach this disruption? To engage in the protection of citizens’ rights at any cost?
To reinforce the rule of law and extend it to include AI? Should we accept AI as a new reality
and simply adapt the diferent aspects of society to the new technological-digital possibilities?
To formally articulate AI into our current systems in order to generate in the citizens accurate
expectations regarding certain behaviours and sanctions?</p>
      <p>What follows are some reflections on a few topics we consider useful to address and which
might help us begin to elucidate what our priorities in this regard should be. In its classical
modern liberal sense, democratic regimes exist through instruments such as the rule of law to
ensure that the locus of power remains in the individuals and to protect the citizens’ individual
rights above all else. This basic premise could be a starting point to explore if and how AI afects
the foundations of our regimes. Let us go by parts.</p>
      <sec id="sec-4-1">
        <title>4.1. Sovereignty</title>
        <p>
          Despite states’ executive authority, it is a constituent element of representative democracies
that the power resides in the people. The concept of popular sovereignty entails that it is the
citizens’ prerogative to decide how that power is meant to be articulated and what its limitations
should be. However, could it be possible that recently a new source of power has risen out of
the blue and dodged this filter? An element of the technology management challenge facing us
could be that we have been misrepresenting AI in our debates over how to best handle it. We
may have been trying to accommodate AI within our current legal structures when, in fact, the
tools for algorithmically controlling citizens’ privacy and the access to and dissemination of
information may not be simply tools for power after all; they may constitute a form of power in
and of themselves. The case could be made that nowadays some new powers have emerged
given the fact that “whomever controls the relation between data and metadata of the elements
of a system is able to construe its power of implementation, that is, the extent of the ecosystem
of its utilization.” [
          <xref ref-type="bibr" rid="ref23">23</xref>
          ]
        </p>
        <p>
          This becomes problematic in another are as well since this form of power would not have
been equally distributed: “This is an asymmetric relationship: citizens, consumers, users, may
be totally identified and the scenarios and context may be delineated, yet they may never have
access to the general knowledge that the system and its administrators are privy to” [
          <xref ref-type="bibr" rid="ref24">24</xref>
          ] This
power dynamic’s implications are deeply significant for the democratic process as a whole;
there is an ever-deepening abyss between those who wield these novel hypothetical tools of
power and those who do not even have access to them. Significantly enough, these tools are
designed to have a direct impact on the creation, flow, and access to knowledge; all of which are
key elements to the stability and success of a democracy [
          <xref ref-type="bibr" rid="ref25">25</xref>
          ] [
          <xref ref-type="bibr" rid="ref26">26</xref>
          ] [
          <xref ref-type="bibr" rid="ref27">27</xref>
          ]. We will later address its
efects on the democratic process more specifically.
        </p>
        <p>We here are focusing on the issue of the locus of power, and on the fact that these are very
aggressive tools for the exercise of power and that are now being used freely, without the
legitimation or even scrutiny of the public. This is especially serious since in most cases the use
of these tools incurs in incompatibilities with the liberal principles of the democratic regime
in ways that go way beyond this lack of citizen supervision. It is thus worth looking into if
it is a wise and necessary course of action to attempt to reclaim this digital power from the
government and return it to the people. After all, “we the people” have not decided how we
want our governments to use this kind of tech and AI -or if they should even use it at all- let
alone expressed this decision in a procedurally valid way.</p>
        <p>
          As for surrendering this possible new power to the people, it appears this
deliberative/epistemic democratic process has not taken place probably, and most importantly, because there
doesn’t seem to be a designated arena to do so. We are indeed in an urgent need for one. The
model of linked democracy is a good example of how we can begin the integration of AI and
new technologies into the normal political process with all their power, but at the same time
prevent them from taking over -or being warped by- classical political/legal dynamics that prove
to fall short in this new scenario [
          <xref ref-type="bibr" rid="ref28">28</xref>
          ]. Linked democracy is described by its authors as “the
distributed, technology-supported collective decision-making process, where data, information
and knowledge are connected and shared by citizens online.” [
          <xref ref-type="bibr" rid="ref29">29</xref>
          ] As such this model can play an
important role in suggesting an innovative yet grounded way of kick-starting an understanding
and a managing of already existing digital and democratic processes, that approaches these
issues not only from a democratically legitimate theoretical perspective but also incorporates
the reality of the state of digital afairs in real-time. This allows us to do precisely what a
conservative like Burke advised against, which was to repair the ship while it was at sea. In this
case, however, it might be our only option, and we might already be getting there late as it is.
        </p>
      </sec>
      <sec id="sec-4-2">
        <title>4.2. Individual rights</title>
        <p>
          Modern liberal democracy was originally devised as a mechanism for establishing a government
by consensus whose legitimacy hinged on being the ultimate guarantor of individual rights in the
face of absolutism. Since then, a complex evolution of both the concept of rights and the content
of those rights have placed this classical liberal legitimation for government in a very delicate
position. “The gradual acknowledgement in continental Europe of civil rights, political rights
and, finally, the ‘social rights’ has been matched by a gradually more selective, legally imperfect,
and politically reversible guarantee of rights. A sort of ‘law of decreasing efectiveness’ as to
the protection of individual rights may be argued. Such ‘law’ is due to the diferent relationship,
which has gradually been established in Europe between the acknowledgement of rights, on
the one hand, and the functional requirements of a political system correlated with the market
economy, on the other.” [
          <xref ref-type="bibr" rid="ref30">30</xref>
          ]
        </p>
        <p>In this context, when AI irrupts into the political scene ofering the powers that be the
opportunity of accessing privileged ways of efectively protecting rights at a scale never before
imaginable (like those earlier mentioned), it seems sensible that they would jump at the
opportunity. After all, our governments are still the legitimate guarantee-mechanism for all the sorts
of modern rights. Nevertheless, it’s worth considering that we may have collectively fell prey to
the belief that since AI can help us in that mission, morally, it must. Even if it requires violating
certain individual rights to better protect others, the general feeling may be that a government
can’t responsibly pass up the opportunity to increase its power to this end. Therefore, in this
context, what we suggest questioning is not quite the same as it is with militant democracy, i.e.,
“is it legitimate for our state to protect our rights in non-democratic/liberal ways?” Whether it
is or whether it is not, we know for a fact that they already do. Governments (democratic or
otherwise) have, and are, using ethically questionable technological means in their management
of citizens and their institutions.5 The question revolves not so much around if the state is
serving its purpose to defend individual rights, we know that is what it purports to do; the
question should be centred around to what degree is it violating that very purpose, while
allegedly pursuing it? In attempting to uncover if our rights are being violated by government
at all, we reach the real crux: when has our democracy signed of on that to any degree? In
other words, the red flag is, in this case, the awareness that something must be of with the
democratic process at some level when we have already been able to seamlessly assimilate these
algorithms into citizens’ everyday lives in a way completely unbeknownst to them -despite
the profound consequences for their political, social, financial, and private lives. It begs the
question: Is the state still really out to protect our rights at all anymore?</p>
        <p>There is a lot to be said in favour of technology aiding in the governments’ functions. It ofers
a degree of efectiveness, speed, sustainability, reliability, consistency… all at once, that is in fact
unparalleled by any other means even known. The list expands in surprising new ways every
single day. And so, since the digital tools of power may help us with protection of individual
rights, should they therefore necessarily do so? We suggest the following question be used as
criteria for answering the previous one: Is it legitimate from a standpoint of democratic theory
that it do so? We can judge that by considering the following issues: (i) the first question is
to deliberate if the use of a specific AI technology in a specific instance unequivocally implies
a violation of some individual right. Secondly, if the answer to the first question is “yes”, we
decide (ii) whether we legitimize violating some rights, some times, if necessary, in order to
defend the system of rights’ overall integrity. Lastly, if the answer to the previous consideration
is “no” (i.e., the ends do not justify the means), then (iii) could those digital mechanisms be
reversed by now? Or more interestingly (and realistically), given this state of afairs, how can
this process be channelled in a way that will comply with the democratic spirit?</p>
        <p>Although we cannot go into all these necessary questions here, it is worth noting that once
again we may find that the linked democracy model, we discussed earlier can prove to be a
helpful tool for approaching this topic in a theoretic/practical way. The linked democracy model
integrates the technology into the democratic process itself and thus is able to creatively link
the source of the potential threat with the very people whose rights it potentially threatens,
therefore, with those who should be making the actual decisions and deliberations regarding
it. Moreover, what linked democracy also does collaterally, is make us rethink the classical
structures that have held democracy in place so far and makes us wonder how they fit into our
contemporary digitally driven world.</p>
      </sec>
      <sec id="sec-4-3">
        <title>4.3. Rule of law</title>
        <p>
          The classical rule of law that endures still today is an example of these structures that have been
inseparably associated with modern democracy since it beginning; it stands to reason, since the
principles of the rule of law are joined at the hip with the democratic doctrine of individual
rights [
          <xref ref-type="bibr" rid="ref31">31</xref>
          ]. Nevertheless, we contend that currently, the rule of law as we know it may not be
an adequate match for the issues raised by algorithmically controlled citizen privacy and the
5In Casanovas (2019-2020) he gives a series of real-life examples of what services technology can ofer to public
powers (or private enterprises, for that matter) while at the same time he warns us that “that which is technically
possible is not always socially desirable.” (p. 17)
access to information in the era of internet. The digital developments and technology we are
facing are too potent for the rule of law to contain and to handle responsibly. Is our current
political and legal set-up in the West the only way for democracy to exist successfully? Must
we constantly be compromising our liberal principles in the face of the challenges AI is posing
to them? These doubts may kindle a re-thinking of the rule of law to better serve democracy or
even exploring a democracy altogether free from the current dynamics of the rule of law as we
know it.
        </p>
        <p>We have mentioned before that governments have already, resorted to implementing AI on
their citizens, accessing and implementing a new form of power, yet to be legitimately claimed
and contested. It is not foolish to consider the possibility that in the face of its gradually being
rendered obsolete, it is the rule of law system per se, and not the protection of individuals’ rights,
that is benefiting from these tools and the political, legal, and ethical limbo they are in right now.
Could it be that the rule of law system itself uses the unabridged access to this novel power as a
short-cut that helps to “compensate” for its limitations in the face of its current challenges? In
other words, does democracy absolutely require the government using these digital tools for
the protection of citizens’ rights? Perhaps they do, or perhaps not, but in any case, it is clear
that if we agree that they in fact constitute a form of power, AI tools need to be submitted to the
democratic process first and foremost, regardless of the ends they are purported to be pursuing.
The goal is to ensure that the power is located where it belongs in democracy (in the people);
that the priorities of power are the democratically legitimate ones (protecting individual rights);
and that the legal and political structure that sustains the democratic process is the optimal
one; and that may require a revision of the rule of law. It is possible that we may have been
mistakenly conflating a democratic system with the rule of law system, as in two sides of a
same coin. This problematic identity may have led democracies to make some unnecessary
concessions when it comes to citizens’ individual rights due to a lack of alternatives, not out of
democratic conviction, since democracy does not inescapably require the rule of law.</p>
        <p>
          An exception to the rule of law as sole and ultimate guarantor of individual rights is also
found in the British tradition. Edmund Burke was “appalled by the notion that rights should
be the normative building block of politics (…) he saw both rights and obligations as rooted
in the inherent traditions that give life to the political communities. This view of the primacy
of collective traditions over individual rights and obligations is characteristic of the world
view we often call ‘communitarian’” [
          <xref ref-type="bibr" rid="ref33">33</xref>
          ]. Unsurprisingly England is quite a unique case when
it comes to the rule of law: “the English rule of law lacked any transitive capacity in terms
of constitutional techniques and institutional mechanisms formally guaranteeing individual
rights.” [
          <xref ref-type="bibr" rid="ref34">34</xref>
          ] This alternative view reduces the weight of the rule of law in producing a stable,
functioning democracy and therefore allows us to regain the perspective that we do not have to
necessarily choose between the benefits of the rule of law no matter the cost, on the one hand,
and our individual rights on the other. But we do well to keep in mind if not entirely alternative,
perhaps yes softened historical approaches to the democracy/rule of law relationship (such as
the British tradition) as well as keeping an eye out for new proposals such as the aforementioned
Linked Democracy perspective. For other authors, like Ober, for example, democracy “refers to
a demos’ collective capacity to do things in the public realm, to make things happen” [
          <xref ref-type="bibr" rid="ref32">32</xref>
          ] and
so, in this case, this perspective is more heavily focused on the democratic process of reaching
collective decisions and does not even stress individual rights as being of the essence.
        </p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>5. Algorithmocracy</title>
      <p>
        Yuval Noah Harari [
        <xref ref-type="bibr" rid="ref35">35</xref>
        ] discusses the very real, very imminent dangers of democracies
developing into “digital dictatorships” due to the fusion on infotech and biotech. We could name
an analogous idea “algorithmocracy” because, despite being a mouthful, it is quite graphic in
stressing the fact that the power, the “cratos”, is in the algorithm. There is real power in the
machine-programmed, or autonomously machine-learned, decisions that control the digital,
yet ultimately real, interactions among citizens. Therefore, the algorithm is not necessarily
imposing itself on the citizens politically, as a dictatorship would, but it is rather influencing it
subverting the natural democratic process from within.
      </p>
      <p>It is essential to be aware of the workings of democracy being hijacked from within itself,
since it is the procedure precisely -the democratic procedure- that produces political outcomes
one may disagree with, but can nevertheless stand by and defend as legitimate regardless of
one’s diferences, political or otherwise. That is the very miracle of democracy: the way in
which it has the ability to turn the political process into the standard for success and how that
very process knits together all those involved in it -the deeper goal- and not only benefits those
whose ideas are actually implemented. If we meddle with the democratic procedure, either
because we unnaturally manipulate it or because we artificially subvert its natural flow, what
we do is we erode its legitimacy and eventually question the validity of a structure that stems
from manipulated citizen interactions and decisions. Therefore, it is important not to demonize
the technology or the digital resources themselves, but in turn to focus our attention on the
algorithms, on the opaque manipulative decisions that are being made for us, without our
consent or knowledge; in the best case, in the name of protecting us, in the worse case …we
don’t want to know.</p>
      <p>
        This degree of digital-technological AI possibilities specifically targets Isaiah Berlin’s idea of
liberal value pluralism [
        <xref ref-type="bibr" rid="ref36">36</xref>
        ]. According to Berlin, liberals believe that (i) there are absolute values;
(ii) they are of a limited number; (iii) they can be known to us; (iv) they need to be prioritized
in diferent ways. The interactive democratic system based on transferring of knowledge and
information [
        <xref ref-type="bibr" rid="ref37">37</xref>
        ] engages citizens in the process of discovery of these common values. There is,
as was established at the beginning of this article, a potential risk to democracy in following
this procedure to the tee, since there is no guarantee that the values that will be commonly
reached will be that of a liberal democracy and may even be contrary to it. However, it is often
underestimated the degree to which there may also be a risk to having a monist-value democracy,
that is, a government that believes it has reached a moral utopia in which one single, definite
rational hierarchy of values has been reached. “Monism’s most disastrous consequences, in
Berlin’s view, were political. Monism underwrote the forms of political utopia he most despised:
fascism and totalitarian communism” [
        <xref ref-type="bibr" rid="ref38">38</xref>
        ] The point being that, whether originating under a
democracy or under a totalitarianism, believing one has reached the pinnacle of moral wisdom
may lead to the state being supported by an absolutist-leaning regime. The reason for that
being that “if one really believes that such a solution is possible, then surely no cost would be
too high to obtain it” [
        <xref ref-type="bibr" rid="ref39">39</xref>
        ] Both militant democracy and an AI justified with militant democracy
principles play with fire in the sense that they risk turning democracy into a monism since
there are limits imposed on a democratic pluralism that are ideological in nature, thus adopting
totalitarian tendencies.
      </p>
      <p>
        Today’s democracy’s problem is not one of internal threats to the system or want of
governmental resources (both justification for militant democracy and illiberal use of AI, respectively).
If anything, and issue that is hindering their development is too much homogeneity, too much
control and self-censorship. Tech is disruptive, among the other issues we have discussed
already, because it forces us to reconsider the value of pluralism and its role in our social and
political environments. We contend that the need to underscore this key instrumental role
of pluralism in securing a healthy democracy is a very good thing, and it cannot be stressed
enough. Pluralism as a value from the perspective of each individual’s right to self-expression
and self-assertion also deserves mentioning, but it is its role as a procedural lubricant that is
endangered by the uniformity machines tend towards by nature. That is not to say technology
cannot ofer perks to the whole of the democratic process. Ober underscores the element of
Athens’ democracy’s success based on “the simultaneous innovation-promoting and
learningbased context of democratic institutions and culture” [
        <xref ref-type="bibr" rid="ref40">40</xref>
        ]. Both of these, innovation-promoting
and learning-based context, may very well be -and have proven to be- significantly fostered
by technological developments. The conclusion to be drawn here is that technology and the
digital world it supports, including AI, may very well be a good thing; governments owning it,
implementing it and regulating it (or not) all at once, oblivious to the democratic processes and
the separation of powers, is not. Not having a shared ethical code to guide and to judge these
developments just makes matters that much worse.
      </p>
    </sec>
    <sec id="sec-6">
      <title>6. Conclusions</title>
      <p>Since the late 20th century, we have experienced an exponential increase in the development of
artificial intelligence and digital and technological possibilities. These have impacted citizens’
ordinary lives and have also introduced a profound distortion of political and social power
relations. However, we have not yet addressed the uncomfortable changes that these shifts are
producing in the political identity of liberal democracies in the West and the impact they have
on the very nature of governmental power.</p>
      <p>In these pages we highlighted the question liberal democracies have yet to respond to: the
question regarding the limitations of democracy in the face of internal threats to its system.
Militant democracy, as we discussed, is an interpretation of democracy that allows a
democratic government antiliberal measures in order to manage the influx of antiliberal ideologies.
Nowadays, the question we are presented with is surprisingly similar: how should democratic
actors handle the use of digital tools that may produce a questionable outcome for democracy.
While AI appears to be ideologically neutral, we argued that there might be a parallel between
the political efects of a totalitarian regime and the efects, albeit in a more subtle way, of a
democratic regime pervasively run by autonomous machines.</p>
      <p>We explored three alternative approaches to this issue with the goal of analysing some key
problematic issues that spring from this phenomenon. The first one was what powers are the
people sovereign of, and we realised AI may be a new and emerging power on its own. The
second one had to do with the individual rights legitimation for government, and we questioned
whether that could still be considered the main foundation given the state of modern rights and
the efect on them that AI is producing. Lastly, we questioned the rule of law being the only
valid instantiation of a democratic regime, particularly in the digital context we find ourselves
in.</p>
      <p>The open-ended possibilities of AI paired with its unabridged use by those in power can lead
us to question our collective identity as a political community and to question the unifying
principles behind this community. We considered if the identity of liberal democracies is not
only being played out in real time but that this is happening without the people having a place
or space to deliberate it. Linked democracy is a possible pathway to explore in order to move
forward democratically instead of backward in the name of democracy.</p>
    </sec>
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