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		<title>INSTANCES OF ETHICAL DILEMMA IN THE USE OF ARTIFICIAL INTELLIGENCE</title>
		<link>https://www.aiuniverse.xyz/instances-of-ethical-dilemma-in-the-use-of-artificial-intelligence/</link>
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		<pubDate>Sat, 03 Jul 2021 10:00:45 +0000</pubDate>
				<category><![CDATA[Artificial Intelligence]]></category>
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		<category><![CDATA[ethical]]></category>
		<category><![CDATA[INSTANCES]]></category>
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					<description><![CDATA[<p>Source &#8211; INSTANCES OF ETHICAL DILEMMA IN THE USE OF ARTIFICIAL INTELLIGENCE With the growing use of artificial intelligence, instances of ethical dilemmas are rising. ‘To be <a class="read-more-link" href="https://www.aiuniverse.xyz/instances-of-ethical-dilemma-in-the-use-of-artificial-intelligence/">Read More</a></p>
<p>The post <a href="https://www.aiuniverse.xyz/instances-of-ethical-dilemma-in-the-use-of-artificial-intelligence/">INSTANCES OF ETHICAL DILEMMA IN THE USE OF ARTIFICIAL INTELLIGENCE</a> appeared first on <a href="https://www.aiuniverse.xyz">Artificial Intelligence</a>.</p>
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<p>Source &#8211; INSTANCES OF ETHICAL DILEMMA IN THE USE OF ARTIFICIAL INTELLIGENCE</p>



<h2 class="wp-block-heading">With the growing use of artificial intelligence, instances of ethical dilemmas are rising.</h2>



<p>‘To be or not to be’- the ethical dilemma is a constant in human life whenever it comes to taking a decision. In the world of technology, artificial intelligence comes closest to human-like attributes. It aims to imitate the automation of human intelligence in times of operation or taking a decision. However, the AI machine can’t take an independent decision and the mentality of the programmer reflects upon the operation of the AI Machine. While driving an autonomous car, in the chance of an accident, the car intelligence might have to decide whom to save first or should a child be saved before an adult. Several ethical challenges that are faced by AI machines are lack of transparency, biased decisions, surveillance practices for data gathering and privacy of court users, and fairness and risk for Human Rights and other fundamental values.</p>



<h4 class="wp-block-heading"><strong>Influences of Human Behavior</strong></h4>



<p>While human attention and patience are limited, the emotional energy of a machine is not – rather, a machine’s experience of limitations is technical. Although this could benefit certain fields like customer service, this limitless capacity could create human addiction to robot affection. Using this idea, many apps are using algorithms to nurture addictive behavior. Tinder, for example, is designed to keep users on the A.I.-powered app by instigating less likely matches the longer a user engages in a session.</p>



<h4 class="wp-block-heading"><strong>Training Biases</strong></h4>



<p>One of the most pressing and widely-discussed A.I. ethics issues is the training of bias in systems that involve predictive analysis, like hiring or crime. Amazon most famously ran into a hiring bias issue after training an A.I.-powered algorithm to present strong candidates based on historical data. Because previous candidates were chosen through human bias, the algorithm favored men as well. This showcased gender bias in Amazon’s hiring process, which is not ethical. In March, the NYPD disclosed that it developed Patternizer, an algorithmic machine-learning software that shifts through police data to find patterns and connect similar crimes, and has used it since 2016. The software is not used for rape or homicide cases and excludes factors like gender and race when searching for patterns. Although this is a step forward from previous algorithms that were trained on racial bias to predict crime and parole violation, actively removing bias from historical data sets is not standard practice. That means this trained bias is at best an insult and inconvenience; at worst, a risk to personal freedom a and catalyst of systematic oppression.</p>



<h4 class="wp-block-heading"><strong>Making of Fake News</strong></h4>



<p>Deep Fakes are quite popular in the usage of AI. It is a technique that uses A.I. to superimpose images, videos, and audio onto others, creating a false impression of original media and audio, most often with malicious intent. Deep fakes can include face swaps, voice imitation, facial re-enactment, lip-syncing, and more. Unlike older photo and video editing techniques, deep fake technology will become progressively more accessible to people without great technical skills. Similar tech was used during the last U.S. presidential election when Russia implemented Reality Hacking (like the influence of fake news on our Facebook feeds). This information warfare is becoming commonplace and exists not only to alter acts but to powerfully change opinions and attitudes. This practice was also used during the Brexit campaign and is increasingly being used as an example of the rising political tensions and confusing global perspectives.</p>



<h4 class="wp-block-heading"><strong>Privacy Concerns of the Consumers</strong></h4>



<p>Most consumer devices (from cell phones to blue-tooth enabled light bulbs) use artificial intelligence to collect our tour to provide better, more personalized service. If consensual, and if the data collection is done with transparency, this personalization is an excellent feature. Without consent and transparency, this feature could easily become malignant. Although a phone tracking app is useful after leaving your iPhone in a cab, or losing your keys between the couch cushions, tracking individuals could be un for at a small scale (like domestic abuse survivors seeking privacy) or at a large scale (like government compliance).</p>



<p>These instances answer the question of how artificial intelligence raises the question of ethical dilemmas. It also confirms the fact that AI can only be ethical once its creators and programmers want it to be.</p>
<p>The post <a href="https://www.aiuniverse.xyz/instances-of-ethical-dilemma-in-the-use-of-artificial-intelligence/">INSTANCES OF ETHICAL DILEMMA IN THE USE OF ARTIFICIAL INTELLIGENCE</a> appeared first on <a href="https://www.aiuniverse.xyz">Artificial Intelligence</a>.</p>
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		<title>Artificial intelligence presents a moral dilemma</title>
		<link>https://www.aiuniverse.xyz/artificial-intelligence-presents-a-moral-dilemma/</link>
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		<pubDate>Mon, 22 Feb 2021 05:52:30 +0000</pubDate>
				<category><![CDATA[Artificial Intelligence]]></category>
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		<guid isPermaLink="false">http://www.aiuniverse.xyz/?p=12982</guid>

					<description><![CDATA[<p>Source &#8211; https://mg.co.za/ Since the outbreak of the pandemic, the world has grown increasingly reliant on artificial intelligence (AI) technologies. Thousands of new innovations — from contact-tracing <a class="read-more-link" href="https://www.aiuniverse.xyz/artificial-intelligence-presents-a-moral-dilemma/">Read More</a></p>
<p>The post <a href="https://www.aiuniverse.xyz/artificial-intelligence-presents-a-moral-dilemma/">Artificial intelligence presents a moral dilemma</a> appeared first on <a href="https://www.aiuniverse.xyz">Artificial Intelligence</a>.</p>
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<p>Source &#8211; https://mg.co.za/</p>



<p>Since the outbreak of the pandemic, the world has grown increasingly reliant on artificial intelligence (AI) technologies. Thousands of new innovations — from contact-tracing apps to the drones delivering medical equipment — sprang up to help us meet the challenges of Covid-19 and life under lockdown.&nbsp;</p>



<p>The unprecedented speed with which a vaccine for Covid-19 was discovered can partly be attributed to the use of AI algorithms which rapidly crunched the data from thousands of clinical trials, allowing researchers around the world to compare notes in real time.&nbsp;</p>



<p>As Satya Nadella, the chief executive of Microsoft observed, in just two months, the world witnessed a rate of digital transition we’d usually only see in two years. </p>



<p>In 2017, PWC published a study showing that adoption of AI technologies could increase global GDP by 14% by 2030. In addition to creating jobs and boosting economies, AI technologies have the potential to drive sustainable development and even out inequalities, democratising access to healthcare and education, mitigating the effects of climate change and making food production and distribution more efficient. </p>



<p>But, unfortunately, the potential of “AI for good” is not currently being realised. As research published by the International Monetary Fund last year shows, today, AI technologies are more likely to exacerbate existing global inequalities than to address them. Or, in the words of the speculative fiction writer, William Gibson: “The future is here, it’s just unevenly distributed”.</p>



<p>I am a professor of philosophy of science and the leader of a group concentrating on ethics at the Centre for AI Research. I focus on ensuring that these technologies are developed in a human-centered way for the benefit of all. In order to achieve this, we need equal education, actionable regulation, and true inclusion. These objectives are very far from being met on a global scale, and certainly are not met everywhere in Africa.&nbsp;</p>



<p>This presents a serious moral dilemma to a country such as South Africa. Do we throw all caution to the wind and focus exclusively on becoming a global player in AI technology advancement as fast as possible, or do we pause and consider what measures are needed to ensure our actions will not sacrifice or imperil already vulnerable sectors of our society?&nbsp;</p>



<p>The scramble to develop technologies in the hubs of San Francisco, Austin, London and Beijing took place in a more or less unregulated Wild West until very recently. Now, the world is waking up. In June 2020, United Nations secretary general António Guterres laid out a roadmap for digital co-operation, acknowledging that the responsibility for reaching a global agreement on the ethical development of AI rested on the shoulders of the UN’s Educational, Scientific and Cultural Organisation (Unesco).</p>



<p>Unesco is working to build a global consensus on how governments can harness AI to benefit everyone. A diverse group of 24 specialists from six regions of the world met in 2020 and collaborated to produce a Global Recommendation on the Ethics of AI. If adopted by Unesco’s 193 member states, this agreement on technology development will be groundbreaking: instead of competing with one another to corner the market on bigger and faster technology, countries all over the world will be united by a new common vision; to develop human-centred, ethical artificial intelligence. </p>



<p>One of the biggest obstacles to realising the hope of AI for social good, however, is the silencing of some voices in a debate that should be a universal one. Africa’s best and brightest have been excluded from contributing to the conversation in many ways, ranging from difficulties in accessing visas to not being included in international networks. There is serious and important work being done on the subject in Africa – Data Science Africa and the Deep Learning Indaba, to name two examples. </p>



<p>This work is often overlooked by the international community whereas, in fact, the opportunity the world has to learn from research in Africa should be grabbed. As Moustapha Cisse, director of Google Ghana says: “Being in an environment where the challenges are unique in many ways gives us an opportunity to explore problems that maybe other researchers in other places would not be able to explore.”</p>



<p>In addition, in December last year, following a high-profile parting of ways with Google, Timnit Gebru, the highly regarded ethics researcher, expressed deep concern about the possibility of racial discrimination being amplified by AI technologies: “Unless there is some sort of shift of power, where people who are most affected by these technologies are allowed to shape them as well and be able to imagine what these technologies should look like from the ground up and build them according to that, unless we move towards that kind of future, I am really worried that these tools are going to be used more for harm than good.”</p>



<p>Gebru’s fears are born out by a plethora of examples from racist facial recognition technology to racist predictive policing tools and financial risk analysis. Gebru makes the call that technical communities should be challenged to be more diverse and inclusive, because inherent structural bias in training data would then have a bigger chance of being picked up.&nbsp;</p>



<p>It is also becoming very clear that every person has a role in ensuring that innovation in the field upholds human rights, such as the right to privacy, or the right not to be racially discriminated against. Every person should have access to education, should be sensitised to the ethics of AI and be information literate; every person should have access to positions in tech companies and be able to participate in technological invention, and every person should be protected against possible harm from technologies in an effective and actionable way.&nbsp;</p>



<p>Furthermore, regulations need to be actionable, legally enforceable and as dynamic as the ethics underpinning them. First, we must guard against lofty ideals that are alien to the world of mathematics and algorithms that computer engineers inhabit. It’s key we acknowledge the active multi- and interdisciplinary nature of the discipline of AI in its full extension in our classrooms, places of work, and governmental settings. Second, regulation should be armed with legal force. It is too easy to shirk regulations by citing in-house policies, or shifting some development to countries with weaker legislation in some areas. Third, AI ethics regulation should be supple enough to absorb future technological advances as well as changes in the AI readiness status of different countries which ranges along a continuum of scientific, technological, educational, societal, cultural, infrastructure, economic, legal, regulatory dimensions.&nbsp;</p>



<p>Since any new AI application can be bought or sold anywhere in the world, and since “ethics dumping” – a term coined by the well-known ethics of information expert, Luciano Floridi, referring to big companies simply taking their business where regulation is weaker – is a real thing in Africa, the new rule book on how AI technologies are developed, must be a global rule book. As Teki Akuetteh Falconer, Ghanaian lawyer and executive director of Africa Digital Rights Hub said: “I’m a data protection regulator but unable to call big tech companies to order because they’re not even registered in my country!”</p>



<p>If Unesco’s member states adopt the ethics recommendations, it could pave the way for realising the potential of AI technologies that benefit us all.</p>
<p>The post <a href="https://www.aiuniverse.xyz/artificial-intelligence-presents-a-moral-dilemma/">Artificial intelligence presents a moral dilemma</a> appeared first on <a href="https://www.aiuniverse.xyz">Artificial Intelligence</a>.</p>
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