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	<title>Jason Millar &#8211; Robohub</title>
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		<title>Facebook – Our ffriendly automated identity bender</title>
		<link>https://robohub.org/facebook-our-ffriendly-automated-identity-bender/</link>
		
		<dc:creator><![CDATA[Jason Millar]]></dc:creator>
		<pubDate>Fri, 11 Jul 2014 18:11:14 +0000</pubDate>
				<category><![CDATA[opinions]]></category>
		<category><![CDATA[algorithms]]></category>
		<category><![CDATA[culture & philosophy]]></category>
		<category><![CDATA[ethics]]></category>
		<category><![CDATA[politics]]></category>
		<guid isPermaLink="false">http://robohub.org/?p=34532</guid>

					<description><![CDATA[I like Star Wars. I like technology. I like philosophy. I like teaching. I like the occasional meme. I like robots. I like a lot of things. But if I were to give an accurate account of the things that define me, that truly make up my identity, I would focus on my liking philosophy, [&#8230;]]]></description>
										<content:encoded><![CDATA[<img fetchpriority="high" decoding="async" class="size-full wp-image-34534" alt="ffriends_Facebook" src="http://robohub.org/wp-content/uploads/2014/07/ffriends_Facebook.jpg" width="800" height="600" srcset="https://robohub.org/wp-content/uploads/2014/07/ffriends_Facebook.jpg 800w, https://robohub.org/wp-content/uploads/2014/07/ffriends_Facebook-425x318.jpg 425w, https://robohub.org/wp-content/uploads/2014/07/ffriends_Facebook-400x300.jpg 400w" sizes="(max-width: 800px) 100vw, 800px" />
<p>I like Star Wars. I like technology. I like philosophy. I like teaching. I like the occasional meme. I like robots. I like a lot of things.</p>
<p>But if I were to give an accurate account of the things that define me, that truly make up my identity, I would focus on my liking philosophy, the way it informs my thoughts about technology and the world. I would probably describe some of the research I do. There’s a good chance I’d talk about one of the courses I teach. If the conversation went long enough, I just might mention something about Star Wars.<span id="more-34532"></span></p>
<p>My liking philosophy and technology translates into my spending a great deal of my daily waking hours thinking, reading, and writing about philosophy and technology. My liking Star Wars translates into my buying a LEGO kit once in a while and building it with my daughters, or spending a couple of hours now and again watching a movie I’ve seen a few dozen times.</p>
<p>Philosophy and technology are a big part of my identity. Star Wars is not.</p>
<p>But to our Facebook friends, lets call them our <i>ffriends</i> for short, none of us can honestly know how we appear.</p>
<div class="calloutr"><img decoding="async" class="wp-image-34536" alt="EdgeRank_Facebook" src="http://robohub.org/wp-content/uploads/2014/07/EdgeRank_Facebook-425x173.jpg" width="255" height="104" srcset="https://robohub.org/wp-content/uploads/2014/07/EdgeRank_Facebook-425x173.jpg 425w, https://robohub.org/wp-content/uploads/2014/07/EdgeRank_Facebook-500x204.jpg 500w, https://robohub.org/wp-content/uploads/2014/07/EdgeRank_Facebook.jpg 538w" sizes="(max-width: 255px) 100vw, 255px" />Facebook uses automated filtering algorithms, little snippets of software code, to decide which of your posts will be made visible on your ffriends’ news feeds.</div>
<p>Facebook uses automated filtering algorithms, little snippets of software code, to decide which of your posts will be made visible on your ffriends’ news feeds. The algorithms work in the background, like little robots, constantly monitoring user activity and making automated decisions about each post on the system. But <i>how</i> those little automated bots select and filter your posts is not clear: Facebook doesn’t publish the details of the algorithms. Yet, the details can make a big splash.</p>
<p>Many of you will have read about the public outrage surrounding Facebook’s latest ethics scandal (if you haven’t, here is a <a href="http://www.theatlantic.com/technology/archive/2014/06/everything-we-know-about-facebooks-secret-mood-manipulation-experiment/373648/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">fantastic summary in The Atlantic</a>). It involves a study Facebook conducted (perhaps using you as a participant) to see if they could establish a link between the “emotional content” contained in a user’s news feed, and that user’s level of activity on Facebook. In short, they wanted to see if being exposed to more happy, upbeat news items would cause you to spend more time posting on Facebook than sad ones.</p>
<p>To test their hypothesis, they tinkered with their automated filtering algorithms during one week in 2012. The filters were set to bias your news feed: depending on the study category you were in you might have seen more “emotionally positive” posts than usual, or more “emotionally negative” posts. Their findings (sort of) confirmed a link between the emotional content in a user’s news feed and a user’s posting habits. Happy posts in a news feed appear to make you post more to Facebook.</p>
<p>Facebook recently published their findings. Users are outraged. But why?</p>
<p>Much of the commentary on the outrage has focused on the fact that Facebook appears to be attempting to actively manipulate its users by engaging them emotionally, and on the fact that Facebook conducted its research unethically. <a href="https://medium.com/message/what-does-the-facebook-experiment-teach-us-c858c08e287f" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">Danah Boyd has written about the reaction</a>.</p>
<p>But, hold on. That shouldn’t surprise us, should it? On the one hand, Facebook, like so many other organizations whose mission is to manipulate you into doing this or that, purchasing this or that, or thinking this or that, is just another one of those kinds of organizations. And, as Danah Boyd points out, the <i>research ethics</i> issues at play are being a bit overstated. There may be some problems with the way the ethics of this study were handled, but they are minor and not at all unique to Facebook or this study.</p>
<p>There is another, more problematic reason to feel bothered, even outraged, at Facebook’s current design practices.</p>
<div class="calloutl">Facebook has become the primary conversational and interactional medium through which a vast number of us express and shape our identities.</div>
<p>For many of us Facebook has become the <em>de facto</em> tool used to communicate with friends (and ffriends). Indeed, like credit cards, it has become increasingly difficult to avoid using Facebook. Oh sure, you can opt-out. But that puts you at a certain social disadvantage. You’ll miss out on conversations, events, and other goings on. Because it is such a central actor in so many of our communications, Facebook is now the thing many of us use to sculpt our image. Put another way, Facebook has become the primary conversational and interactional medium through which a vast number of us express and shape our identities.</p>
<p>Because so many people, rightly or wrongly, use the platform as their primary communication medium, Facebook’s news item filtering algorithms can have a direct impact on what kind of person your ffriends think you are. How does this happen? Let’s say you post 10 news items in a day, eight of them having to do with serious topics like NSA spying or the current uprising in the Ukraine, and two of them containing memes. If the algorithm is designed to systematically “demote” your posts about world affairs and “promote” your meme posts, over time you start to look more like a person obsessed with memes and less like a person interested in world affairs. In my case, it’s entirely possible many of my ffriends think I spend most of my day thinking about Star Wars.</p>
<p>That’s a problem.</p>
<p>The net result is that Facebook’s algorithms, those little bots made up of so many lines of code, actively bend your identity based on conditions completely invisible to you, by making decisions on your behalf about which of your posts to place on your ffriends’ news feeds.</p>
<p>[ASIDE: At this point I have to apologize to all of my ffriends that I may have unfairly “silenced” in my news feed over the years. It is entirely possible that you are the victim of Facebook’s identity bending algorithms, and that you are not actually obsessed with LOLZ cats, socially awkward penguins, or motivational jpgs meant to inspire me to be a better person. Though you might have posted numerous interesting and thought-provoking comments to your feed, it might be the case that I was simply not allowed to see you for who you really are. Then again, maybe I was. We may never know.]</p>
<div class="calloutr">Facebook’s algorithms are making decisions about what kind of person you appear to be to your ffriends.</div>
<p>I have written about the <a href="http://robohub.org/an-ethical-dilemma-when-robot-cars-must-kill-who-should-pick-the-victim/" data-wpel-link="internal">ethics of automation</a>, and some of the issues that can arise when automation technology is designed to make decisions on behalf of users. When decisions are designed into technologies that provide material answers to moral questions, those technologies can subject users to a form of paternalism that is ethically problematic. In this case, Facebook’s algorithms are making decisions about what kind of person you appear to be to your ffriends. Your identity is a deeply personal moral issue.</p>
<p>Promoting your posts based on invisible criteria is ethically different than promoting your posts based on transparent criteria. The two are not ethically on a par with one another. When filtering criteria are made transparent you can make an informed decision about using the platform. For example, if Facebook explains to users that the system is designed to promote posts that are most popular among your ffriends, you will have a relatively accurate idea of how “visible” your posts are to your ffriends and why their posts are showing up in your feed.</p>
<p>Furthermore, when you have no idea how you are being made to appear to your ffriends, you are hardly the author of your identity. If Facebook continues to apply filtering algorithms based on invisible criteria, you will never be more than the co-author of your identity.</p>
<p>This, I think, helps to explain our negative gut reaction to Facebook’s “emotional manipulation” study much more than any actual claim to emotional manipulation can. After all, there are just so many similar examples of emotional manipulation out there that we tacitly accept. That Facebook is willing to make decisions about your outward appearance, however, that they are willing to manipulate your identity without telling you how, gives you good reason to distrust Facebook and its identity bending algorithms.</p>
<div class="divideronpost"></div>
<p><em><a href="http://robohub.org/" data-wpel-link="internal">Robohub</a> is an online platform that brings together leading communicators in robotics research, start-ups, business, and education from around the world. Learn more about us <a href="http://robohub.org/about/" data-wpel-link="internal">here</a>. </em><em><em>If you liked this article, you may also be interested in:</em></em></p>
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<p><em>See all <a href="http://robohub.org/" data-wpel-link="internal">the latest robotics news</a> on Robohub, or <a href="http://eepurl.com/t-UEf" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">sign up for our weekly newsletter</a>.</em></p>
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		<item>
		<title>An ethical dilemma: When robot cars must kill, who should pick the victim?</title>
		<link>https://robohub.org/an-ethical-dilemma-when-robot-cars-must-kill-who-should-pick-the-victim/</link>
		
		<dc:creator><![CDATA[Jason Millar]]></dc:creator>
		<pubDate>Wed, 11 Jun 2014 20:06:10 +0000</pubDate>
				<category><![CDATA[opinions]]></category>
		<category><![CDATA[automotive]]></category>
		<category><![CDATA[ethics]]></category>
		<category><![CDATA[human-robot interaction]]></category>
		<category><![CDATA[policy]]></category>
		<category><![CDATA[politics]]></category>
		<category><![CDATA[robohub focus on autonomous driving]]></category>
		<category><![CDATA[the Tunnel Problem]]></category>
		<guid isPermaLink="false">http://robohub.org/?p=32828</guid>

					<description><![CDATA[Image credit: Craig Berry We are moving closer to having driverless cars on roads everywhere, and naturally, people are starting to wonder what kinds of ethical challenges driverless cars will pose. One of those challenges is choosing how a driverless car should react when faced with an unavoidable crash scenario. Indeed, that topic has been [&#8230;]]]></description>
										<content:encoded><![CDATA[<img decoding="async" class="size-full wp-image-32861" alt="Millar_Tunnel_Problem" src="http://robohub.org/wp-content/uploads/2014/06/Millar_Tunnel_Problem.jpg" width="800" height="573" srcset="https://robohub.org/wp-content/uploads/2014/06/Millar_Tunnel_Problem.jpg 800w, https://robohub.org/wp-content/uploads/2014/06/Millar_Tunnel_Problem-425x304.jpg 425w, https://robohub.org/wp-content/uploads/2014/06/Millar_Tunnel_Problem-418x300.jpg 418w" sizes="(max-width: 800px) 100vw, 800px" />
<div class="minitext">Image credit: Craig Berry</div>
<p>We are moving closer to having driverless cars on roads everywhere, and naturally, people are starting to wonder what kinds of ethical challenges driverless cars will pose. One of those challenges is choosing <i>how</i> a driverless car should react when faced with an unavoidable crash scenario. Indeed, that topic has been featured in many of the major media outlets of late. Surprisingly little debate, however, has addressed <i>who</i> should decide how a driverless car should react in those scenarios. This <i>who</i> question is of critical importance if we are to design cars that are trustworthy and ethical.<span id="more-32828"></span></p>
<div class="sprfocus7"><a class="sprfocusl" href="/tag/robohub-focus-on-autonomous-driving/" data-wpel-link="internal"> </a></div>
<p>Driverless cars stand to reduce the number of <a href="http://robohub.org/human-error-as-a-cause-of-vehicle-crashes/" data-wpel-link="internal">driving fatalities</a> overall. But there will still be <a href="http://www.wired.com/2014/05/the-robot-car-of-tomorrow-might-just-be-programmed-to-hit-you/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">fatal car crashes that are unavoidable</a>. For example, consider this scenario in illustration, a sort of modified <a href="http://people.howstuffworks.com/trolley-problem.htm" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">trolley problem</a> (the name given by philosophers to classic examples of unavoidable crash scenarios, historically involving runaway trolleys and innocent bystanders), which I will call the <i>tunnel</i> <i>problem</i>.</p>
<blockquote><p><b>Tunnel Problem:</b> You are travelling along a single lane mountain road in an autonomous car that is fast approaching a narrow tunnel. Just before entering the tunnel a child attempts to run across the road but trips in the center of the lane, effectively blocking the entrance to the tunnel. The car has but two options: hit and kill the child, or swerve into the wall on either side of the tunnel, thus killing you. How should the car react?</p></blockquote>
<p>Hypothetical scenarios like this one, borrowed from philosophical ethics, force us to accept the fact that some situations have only unfortunate outcomes, and focus our attention instead on the ethical complexities involved in deciding which unfortunate outcome to prefer. In these scenarios, sorting out the <i>who</i> question is as ethically important as sorting out the <i>how</i>.</p>
<div class="smallcalloutl"><b>If you were faced with the Tunnel Problem, what would you decide?<br />
<a href="http://robohub.org/reader-poll-if-a-death-by-an-autonomous-car-is-unavoidable-who-should-die/" data-wpel-link="internal"><img decoding="async" class="size-thumbnail wp-image-32744" alt="Tunnel_Problem-Okau_Road" src="http://robohub.org/wp-content/uploads/2014/06/Tunnel_Problem-Okau_Road-290x290.jpg" width="280" height="280" srcset="https://robohub.org/wp-content/uploads/2014/06/Tunnel_Problem-Okau_Road-290x290.jpg 290w, https://robohub.org/wp-content/uploads/2014/06/Tunnel_Problem-Okau_Road-100x100.jpg 100w, https://robohub.org/wp-content/uploads/2014/06/Tunnel_Problem-Okau_Road-120x120.jpg 120w, https://robohub.org/wp-content/uploads/2014/06/Tunnel_Problem-Okau_Road-32x32.jpg 32w, https://robohub.org/wp-content/uploads/2014/06/Tunnel_Problem-Okau_Road-64x64.jpg 64w, https://robohub.org/wp-content/uploads/2014/06/Tunnel_Problem-Okau_Road-96x96.jpg 96w, https://robohub.org/wp-content/uploads/2014/06/Tunnel_Problem-Okau_Road-128x128.jpg 128w" sizes="(max-width: 280px) 100vw, 280px" /></a><br />
</b> <a href="http://robohub.org/reader-poll-if-a-death-by-an-autonomous-car-is-unavoidable-who-should-die/" data-wpel-link="internal">Take our reader poll.</a></div>
<p>In the tunnel problem, both outcomes will certainly result in harm — someone will surely die. But more importantly, from an ethical perspective there is no obvious “correct” answer to these kind of dilemmas. Tunnel problems are used as <a href="http://plato.stanford.edu/entries/thought-experiment/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">thought experiments</a> in philosophy precisely because they are so difficult to answer, and they are popular among students for the conversations they spark at the pub.</p>
<p>But while philosophers in the past could ponder these kinds of difficult ethical dilemmas in the lecture hall, far removed from any practical application, when we bring autonomous cars onto the scene, these philosophical thought experiments suddenly acquire practical urgency. The tunnel problem, and trolley problems like it, point to imminent design challenges that must be addressed. From a design perspective, the tunnel problem raises the following question: <i>How should we program autonomous cars to react in difficult ethical situations?</i></p>
<p>But there is another, related, ethical question inextricably linked to this first one: <em>W</em><i>ho should decide how the car reacts in difficult ethical situations? </i>This second question asks us to turn our attention to the users, designers, and policymakers surrounding autonomous cars, and consider who has legitimate moral authority to make decisions. We need to consider these questions together if our goal is to produce legitimate answers to either.</p>
<p>At first glance this second question — the <i>who</i> question — seems odd. <i>Surely it is the designers’ job to program the car to react this way or that?</i> I’d like to convince you otherwise.</p>
<p>I believe that in many driving situations, tunnel problems for example, it is ethically problematic to allow designers to decide how an autonomous car should react. In a draft <a href="http://robots.law.miami.edu/2014/wp-content/uploads/2013/06/Proxy-Prudence-Rethinking-Models__-of-Responsibility-for-Semi-autonomous-Robots-Millar.pdf" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">paper</a> I recently presented at <a href="http://robots.law.miami.edu/2014/" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">We Robot</a> – a conference focused on the legal, ethical, and policy issues surrounding robotics – I consider the <i>who</i> question in some detail. I argue that instead of assuming designers are the right people to decide in all circumstances how a driverless car should react, that we must explore design methodologies that in many circumstances allow individual drivers to decide on the preferred unfortunate outcome. My reasons stem from the nature of tunnel-like problems, and the relationship that exists between designers, drivers, and technology.</p>
<div class="calloutr">From a driver’s perspective, the Tunnel Problem is much more than a complex design issue. It is effectively an end-of-life decision.</div>
<p>From a driver’s perspective, the Tunnel Problem is much more than a complex design issue. It is effectively an end-of-life decision. Even if we modify the problem so that serious injury is the likely outcome, Tunnel Problems pose deeply moral questions that implicate the driver directly. Seen this way, the tunnel problem is a deeply personal moral problem for the driver who happens to be in the car at that moment.</p>
<p>Allowing designers to pick the outcome of tunnel-like problems treats those dilemmas as if they have a “right” answer that can be selected and applied in all similar situations. In reality they do not. Is it best for the car to always hit the child? Is it best for the car always to sacrifice the driver? If we focus on designers, the tunnel problem appears to pose an impossible design problem, one that can only be solved arbitrarily.</p>
<p>But there is a better solution. We can look to other examples of complex moral decision making for examples of how to get some traction on the <i>who</i> question.</p>
<p>In healthcare we deal with deeply personal moral problems, such as end-of-life decisions, on a daily basis. We are so accustomed to them, in fact, that we have found ways of answering the similar <i>who</i> question in healthcare with some success. In medical ethics there is general agreement that it is impermissible to impose answers to deeply personal moral questions upon others, except in very special circumstances. In other words, it is generally left up to the individual for whom the question has direct moral implications to decide which outcome is preferable. When faced with a diagnosis of cancer, for example, it is up to the patient to decide whether or not to undergo chemotherapy. When faced with imminent death, it is up to the dying patient to decide if they would like CPR in the event of cardiac arrest. Doctors and nurses are trained to respect patients’ decisions, and to work around them within reason.</p>
<div class="calloutl">In healthcare, the notion of imposing medical interventions upon individuals without their express consent is so contentious that it is given a special name: paternalism.</div>
<p>In healthcare, the notion of imposing medical interventions upon individuals without their express consent is so contentious that it is given a special name: paternalism. Subjecting someone to paternalism in the medical context is considered unethical, because it robs them of their personal autonomy.</p>
<p>An appeal to personal autonomy has intuitive appeal beyond healthcare. Why would one agree to let someone else decide on deeply personal moral questions, such as end-of-life decisions in a driving situation, that one feels capable of deciding autonomously? Why should we allow designers to decide on the outcome of tunnel problems if there is a way for individual drivers to do so autonomously?</p>
<p>From an ethical perspective there is nothing exceptional about the tunnel problem that suggests we should allow designers to impose an answer to that deeply personal moral question upon drivers. If we allow designers to choose how a car should react to a tunnel problem, we risk subjecting drivers to <i>paternalism by design</i>: cars will not respect drivers’ autonomous preferences in those situations.</p>
<p>What would personal autonomy look like in the context of a tunnel problem? For starters, as in healthcare we should expect drivers’ preferences to demonstrate their personal moral commitments. It could be that a very old driver would always choose to sacrifice herself to save a child. It might be that a deeply committed animal lover might opt for the wall even if it were a deer in his car’s path. It might turn out that most of us would choose not to swerve. These are all reasonable choices when faced with impossible situations. Whatever the outcome, it is in the choosing that we maintain our personal autonomy.</p>
<div class="calloutr">Just because designers hold the technical abilities to engineer autonomous cars does not give them the authority to impose particular moral decisions on all users.</div>
<p>The upshot of considering the second question — <i>Who should decide how the car reacts in difficult ethical situations? </i>— is that it becomes clear that there are certain deeply personal moral questions that will arise with autonomous cars that ought to be answered by drivers. Just because designers hold the technical abilities to engineer autonomous cars does not give them the authority to impose particular moral decisions on all users. If designers assume moral authority, and subject users to paternalistic relationships, they run the risk of making technology that is less ethical, and certainly less trustworthy.</p>
<p>Of course, recognizing the ethical need for user input in some situations should not lead to designer paralysis. Technical and practical limitations will sometimes prevent designers from making autonomous cars that ask users to make explicit choices in all unavoidable crash scenarios. Yes, we must recognize the importance of letting drivers autonomously express certain preferences. But we must also balance the need for personal autonomy with the severity of the ethical problem posed by the design decision. Asking for driver input in all scenarios would create unreasonable barriers to design and would prevent society from realizing the many other benefits posed by the technology, such as a reduction in overall crashes. Some driver preferences will not be “serious” enough to warrant their input.</p>
<div class="calloutl">Making technology work well requires that we move beyond technical considerations in design to make it both trustworthy and ethically sound.</div>
<p>The same is true in healthcare, where sometimes consent can be assumed. Healthcare professionals are obligated to get consent from patients only in cases that warrant that consent. A proportional approach is applied to make the determination. The challenge for autonomous car designers is adopting a design methodology that allows for the identification of paternalistic design choices, and then applies a proportional assessment to determine which of those choices requires user input. Thus, just as we have proportional assessment models in healthcare, we can work to develop similar approaches when designing autonomous car technology.</p>
<p>None of this simplifies the design of autonomous cars. Indeed, there are significant design barriers associated with ethical issues that will need to be overcome before autonomous cars ever enter the general market. But making technology work well requires that we move beyond technical considerations in design to make it both trustworthy and ethically sound. We should work toward design methodologies that are capable of identifying paternalism, and that ultimately enable users to exercise their more of their autonomy when using technology. When robot cars must kill, there are good reasons why designers should not be the ones picking victims.</p>
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<li><a href="http://robohub.org/should-autonomous-cars-be-allowed-to-speed-results-from-our-reader-poll/" data-wpel-link="internal">Should autonomous cars be allowed to speed? Results from our reader poll</a></li>
<li><a href="http://robohub.org/kids-with-wheels-should-the-unlicensed-be-allowed-to-drive-autonomous-cars/" data-wpel-link="internal">Kids with wheels: Should the unlicensed be allowed to ‘drive’ autonomous cars?</a></li>
<li><a href="http://robohub.org/what-should-a-robot-do-designing-robots-that-know-right-from-wrong/" data-wpel-link="internal">What should a robot do? Designing robots that know right from wrong</a></li>
<li><a href="http://robohub.org/morgan-stanley-reports-on-the-economic-benefits-of-driverless-cars-2/" data-wpel-link="internal">Morgan Stanley reports on the economic benefits of driverless cars</a></li>
</ul>
<p><em>See all <a href="http://robohub.org/" data-wpel-link="internal">the latest robotics news</a> on Robohub, or <a href="http://eepurl.com/t-UEf" data-wpel-link="external" target="_blank" rel="follow external noopener noreferrer">sign up for our weekly newsletter</a>.</em></p>
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