{"id":11765,"date":"2023-09-25T10:02:40","date_gmt":"2023-09-25T10:02:40","guid":{"rendered":"http:\/\/consultancy.techvividholdings.com\/?p=11765"},"modified":"2024-01-25T13:30:17","modified_gmt":"2024-01-25T13:30:17","slug":"a-strategic-framework-for-artificial-intelligence","status":"publish","type":"post","link":"http:\/\/consultancy.techvividholdings.com\/index.php\/2023\/09\/25\/a-strategic-framework-for-artificial-intelligence\/","title":{"rendered":"A strategic framework for artificial intelligence in marketing Journal of the Academy of Marketing Science"},"content":{"rendered":"<p><h1>AI Marketing: A Complete Introduction and Overview<\/h1>\n<\/p>\n<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"302px\" alt=\"artificial intelligence in marketing\"\/><\/p>\n<p><p>Finding the right prospects requires the necessary development, within the marketing industry, and that of artificial intelligence. This creates both opportunities and new challenges as AI marketing develops in the coming years. This sort of technology has become increasingly prevalent in consumers&#8217; day-to-day use, which is frequently used on smartphones. Research tells us that nearly 97% of smartphone users make use of AI-powered voice assistants, with roughly 40% using these technologies to function at least once every day. The ability to see the future of marketing will determine which companies survive to experience it. Their research with HSBC&#8217;s customer rewards initiative shows that AI is able to interpret a much wider breadth of data, in far greater depth and at far faster speeds,  could.<\/p>\n<\/p>\n<p><p>The specific applications of AI in various marketing segments and their transformations for marketing sectors are examined. Artificial intelligence (AI) is not just a technology but a powerful force reshaping and benefiting societies by reducing costs and risks, increasing consistency and reliability, and providing new solutions to complex problems (Taddeo &amp; Floridi, 2018). Among other things, AI applications and systems can be discriminatory in various respects. On the customer level, discrimination can arise from customer prioritization based on demographic and economic factors (e.g., Libai et al., 2020) and targeting (e.g., Matz &amp; Netzer, 2017) or alienation (e.g., Puntoni et al., 2021) of vulnerable consumer groups. On the company level, market share concentration through AI-enabled e-commerce platforms (e.g., Lee &amp; Hosaganar, 2019) and unequal representation on them (e.g., Milano et al., 2021) can disadvantage some companies while privileging others. Such discriminatory treatments can reinforce and exacerbate existing economic and societal inequalities.<\/p>\n<\/p>\n<p><h2>AI in Digital Marketing: How AI is Modifying the Digital Marketing Landscape<\/h2>\n<\/p>\n<p><p>This empowers marketing teams with a deep understanding of  their customers and accurate predictions of their behavior. <a href=\"https:\/\/www.metadialog.com\/blog\/ai-in-marketing\/\">From a<\/a> purely deontological perspective, AI applications could be entirely called into question when non-maleficence cannot be taken for granted. In consequence, promising opportunities to serve customers and beneficence on the customer and company levels would be missed. Thus, a principled, deontological AI ethics approach with normative imperatives and maxims could to be inappropriate to account for colliding principles. A \u201cdeontologically inspired tick-box exercise\u201d (Hagendorff, 2020, p. 112) might be ill-suited to scrutinize such far reaching ethical concerns. Instead, a utilitarian perspective weighing benefits and costs across all stakeholders\u2014for instance, utilitarian calculations based on ethical foresight (e.g., Floridi &amp; Strait, 2020)\u2014could complement high-level ethical principles.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"https:\/\/www.metadialog.com\/wp-content\/uploads\/2022\/06\/examples-of-nlp-1.webp\" width=\"304px\" alt=\"artificial intelligence in marketing\"\/><\/p>\n<p><p>For example, Affectiva partnered with Ford to create AutoEmotive sentiment analysis, to try to figure out drivers\u2019 emotional states. Each of these four kinds of data is important, but many marketing teams particularly use engagement data and behavioral data to understand the efficacy of their campaign\u2019s marketing strategy. To enhance its content marketing efforts and create personalized communications for its audience, global food and beverage giant Nestle used natural language processing (NLP) technology to produce targeted content for various segments of its audience. Starbucks uses predictive analytics to serve customers with personalized marketing messages. They include recommendations when a user approaches a local store and special offers to increase the customer\u2019s average order value. The success of an AI marketing tool depends on the accuracy and relevancy of the data it\u2019s trained on.<\/p>\n<\/p>\n<p><h2>What is Artificial Intelligence (AI) Marketing? A Complete Guide<\/h2>\n<\/p>\n<p><p>Over 80% of the shows people watch on Netflix are now based on its personal recommendations platform \u2013 a testament to its power in a time where people demand more value than ever from the brands they\u2019re willing to invest in. Boasting a whopping 31.2 million mobile customers to date, it\u2019s clear that initiatives like this are driving incredible levels of growth and engagement across the globe. Not only did the bot-powered help broaden Grab&#8217;s brand offering (extended to grocery deliveries, bill payment assistance, and ordering takeaways), but it also engaged consumers from six new international markets through Facebook Messenger. To put this notion into perspective, here we explore some quite different but equally inspiring uses of AI in digital marketing. By analyzing past conversations and communications with clients you\u2019re able to identify common characteristics amongst customers who\u2019ve stopped using your services. Social listening involves tracking online mentions of your brand and repurposing them to increase brand awareness.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"300px\" alt=\"artificial intelligence in marketing\"\/><\/p>\n<p><p>KFC Ecuador noticed that many of the company\u2019s customers were using their app to download coupons but weren\u2019t going through the process of redeeming the offers. Looking to drive engagement with these promotions, the brand found an AI marketing technology that uses predictive insights and automation to deliver these marketing campaigns right when recipients are most likely to engage. By using AI to reach out to customers at the right time, KFC Ecuador was able to increase revenue by 15%.<\/p>\n<\/p>\n<p><h2>The pros and cons of AI in marketing<\/h2>\n<\/p>\n<p><p>Content marketing is exceptional at engaging and building relationships with customers, but it also requires significant effort and resources to create and distribute quality content. AI can reduce the demands of distribution by automating content campaigns, improving ROI. It takes data from your campaign, processes it, and helps you create a better campaign that appeals to more people in your audience. If you have an unhappy customer, you will miss out on sales and hurt your reputation, too. With AI marketing, you will improve the customer experience to promote conversions on your site.<\/p>\n<\/p>\n<div style='border: grey dotted 1px;padding: 13px;'>\n<h3>Gartner Says More Than 80% of Enterprises Will Have Used &#8230; &#8211; Gartner<\/h3>\n<p>Gartner Says More Than 80% of Enterprises Will Have Used &#8230;.<\/p>\n<p>Posted: Wed, 11 Oct 2023 07:00:00 GMT [<a href='https:\/\/news.google.com\/rss\/articles\/CBMixwFodHRwczovL3d3dy5nYXJ0bmVyLmNvbS9lbi9uZXdzcm9vbS9wcmVzcy1yZWxlYXNlcy8yMDIzLTEwLTExLWdhcnRuZXItc2F5cy1tb3JlLXRoYW4tODAtcGVyY2VudC1vZi1lbnRlcnByaXNlcy13aWxsLWhhdmUtdXNlZC1nZW5lcmF0aXZlLWFpLWFwaXMtb3ItZGVwbG95ZWQtZ2VuZXJhdGl2ZS1haS1lbmFibGVkLWFwcGxpY2F0aW9ucy1ieS0yMDI20gEA?oc=5' rel=\"nofollow\">source<\/a>]<\/p>\n<\/div>\n<p><p>This is just one example of how AI is transforming the marketing landscape, creating more engaging and personalised experiences for customers. In fact, the value of artificial intelligence in marketing is expected to increase to more than $107.5 billion by 2028, and for good reason. This is just one of the many ways AI proves helpful in marketing- from personalised recommendations to creating content for marketing messages; AI keeps both you and your customers content. Incentives to opt in to the brand&#8217;s gas\u2014such as coupons, packaged deals, or redeemable rewards points\u2014can then be accrued on the customer&#8217;s app-based account. While the company asserts that the information gleaned isn\u2019t being used to better understand user behavior, their recent open-sourcing of the platform opens up the gates to the possibility that other companies can leverage this predictive technology as well.<\/p>\n<\/p>\n<p><p>This book will not teach you to be a data scientist\u2014but it does explain how Artificial Intelligence and Machine Learning will revolutionize your company&#8217;s marketing strategy, and teach you how  to use it most effectively. Data and analytics have become table stakes in modern marketing, but the field is ever-evolving with data scientists continually developing new algorithms\u2014where does that leave you? This book walks you through the &#8220;need-to-know&#8221; aspects of Artificial Intelligence, including natural language processing, speech recognition, and the power of Machine Learning to show you how to make the most of this technology in a practical, tactical way.<\/p>\n<\/p>\n<p><a href=\"https:\/\/www.metadialog.com\/\"><\/p>\n<figure><img src='https:\/\/www.metadialog.com\/wp-content\/uploads\/2023\/07\/the-result-of-integration-2-1.webp' alt='https:\/\/www.metadialog.com\/' class='aligncenter' style='display:block;margin-left:auto;margin-right:auto;' width='401px'\/><\/figure>\n<p><\/a><\/p>\n<p><p>While beneficence entails to the promotion of well-being as well as social, environmental, and common good (Jobin et al., 2019; Thiebes et al., 2020), the tenet of non-maleficence cautions against the potentially negative aspects of AI. It emphasizes the importance of safety, security, and privacy as well as the prevention of risks and any harm\u2014both accidentally\/unintentionally (overuse) and deliberately (misuse) caused (Floridi et al., 2018; Jobin et al., 2019). Although beneficence and non-maleficence seem logically equivalent, they are not opposite ends of a continuum but coexist (Floridi et al., 2018). The principle autonomy refers to self-determination and the power to and whether to decide in an uncoerced way. That is, it concerns balancing human and AI agency and decision-making power (Floridi et al., 2018; Morley et al., 2020).<\/p>\n<\/p>\n<p><h2>A step-by-step guide to incorporating AI into your marketing strategy<\/h2>\n<\/p>\n<p><p>As a result of widespread detection of the novel Coronavirus, digital software and solutions have been adopted throughout the supply chain industry to boost productivity and advance the business. Due to competition, the market is being driven by the need for artificial intelligence to be implemented in marketing &amp; promotion. As a result of the COVID-19 epidemic, businesses are increasingly turning to AI services and solutions to solve their problems. In order to help the economy cope with the stagnating approach caused by the spread of the pandemic, the government is heavily investing in innovative strategies to implement and understand the breadth of artificial intelligence. Moreover, the major market participants are seeking innovative and strategic ways to implement AI-based products, services, and solutions during the forecast period in order to improve the marketing path of the AI in marketing market. Artificial intelligence consultants advise high-level organizations to use AI data analytics in their marketing operations to make better predictions.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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jrjCh4mK28c2nEW5Y\/ZiTu1ltzB4UpzjzHdmGvqvTdmpMwrdgiotH5+rGqpWmlJ0P7VlOsWj1KanZaRDDiZic296suy4WQQkAAAqOOIkeqTgcv2Yml+yag2Rz70COgwiTjA9lnZIAm4VO0nTkzFxS7rm4ZkmgD5DcqDV9pmf0osxghRS2nhXhkNkYjO7Ri0TNZlFtE4TIt\/Pkxj6ivLm9LbTY7sJShJ59+w\/fF15vf+ihHIbXlXKZTZZzsxVhvarHe84H9IRyVP0KQNbUO7JO9Pujraj1Bn\/g81eRCsLLudp96hHL8+3tuAA+KxFHUAfaapsbh7rWpumgyHes5Y8D4xh16h000Jo+jZ9VMSG7UFK2v6Sos1iXBobeR4CMprCTYVlIq7aZKSE+xOMMfingARnnIMY86+p9xCEyrCEnHrIThR+JPjEgvmUUKWHtue7cykjwGY0EttdYZJOVJXgxoFgcxOa6lsF05aKe3MqCsJUBzEkpDaXKZLtlIypOBkeMeqhKNt2n3pHrd4kfLiLtBTmRlwk87ODjoYjzWBgZSfC+7WIww63JzfdIy8lZSNyc+MbOSlJ55EoZpiXDYd6JQEYGPMmHFp1pPbleTbzE5b9wTqbmS8ubr0lMJTI0YoecQQ4gtkHYlCXXd7qTscTtCfaVEr0p05LUJLlMkWn1IJSpax6rYx7QHiegAI6kcQYzY\/s8kjuoTnOcZWtUYrk+mYcXK0tpxDjIKPVKUb9w88A4OQPfuGM9Y0ffPTEwUTbLZKsd4kTCQpOOElKTxkDIPuB8Mxj+i1RhpE1NVCXkypSSELI7wpByQFc54GeuOIw5uTalnxOtVZyWnHPxmENLGM+OUjcPdwfn1jOJtaGw0sO7n6k2lqTen0rkXll1lQISkOEBKtyMkIKgE\/Egc8YjDpMwidSm3rgQ6402kBqcS2slCd24JWMH1euFcYPn0MppVqVWvTSFJVJVFMxt7z0qnONuEeI70N7hj9IEH3RLKVpXNyEwlyXplQldp9VhwhxKvMoUkYwR+l9UNL2t6lStgc7oFA5TTSVYqUrPTT8uafOnZvmSEIGeQpJPVJ6gg8HHjxEsNEpNv0x2nO0xlSW1pcAfO5tZztCtwJKfIqTkApOQDnDQoGkV+3K0umSrr0tJvLLimJlsLyP0M7Sn4E\/MgiJzQex3U3WnFVOo+unBAKsBXA6g8noBj3DwEV5MxjeFaZgvK54qNbo0wiUn6fIvyDzDYlJhnclTiFAYA3g+sAQpIz04x1VGsn7nFypl5CuyjbxbCFKUWiR3iOS4kHOCUbkEE9McZwI7QHZQtXYy48Q262kpV3eCM7R1Hx5ixP9mWz1tK7+VQXAPVUnPB45PHPT7You1JoVkaY4jhciJnZaSorrkpMsPLppQ\/JuJUO+ZZVgltQGC4gH1ePBI6GN5ZOoNJvBpUslfcVGWBDssog7vNSTjkfIGJBqz2VK9RUvVmy5tcyEBX4opysNk5UkHHPQfujlufmZ21bqROJlH2pmVeS4vqkJWk8gjrz4+WceEaeJltl6LJy8Ex8ldUuDIxGMsdYjto33+FbikIoz0u0pKVtvpdSttYJIBx7SenQjPPOOIkis4OQepjTabCyC0t6rGWkZwDz1xHnbjGR16ZiZWHbUhXhWp2epU9Vl0iTbmGaXIrU29NFTqEFW4JUdiArcraM8jHGSMO\/7dk7auH6OlPSmkrlJeaMnNkKfklOtJWph0gAFaSryHBGQDmEv5I5UYKcxTYPdHvGOYNueeIcUhNq3jn3QECPeADHlWEjMNrwlCptAGSQPjGJMrSVAZBAizPz\/dZG7AHhGmcqjijkBXzgpOHPVOi8in6CmfgIVFDd\/wCMsoBjlR\/ZDYu9vNAmvHj90KGhNr\/COUOT+UUM\/IxhN4PKuBOKhU6SrVWlqLUpnu5acCwpB7v+MKShSm2QXAUhS1pSkEjqrjmJavTGsonU1hh6bapqO7lZiSPdfSbb6pcvCV74IwUlSG+qgMrbOCpIUNVptbMvdF2tU6YLiFMsrmGloIGHEKSU5B4IOSCPI\/CG9Mfh0zfcxSGmqL+Dk3VJaoLJdR6WVNyzSMBO7gbmgemcDg4MeZepPUMuDqD8dsxaBHuAs9egAXpfpXT8afBL2sZvpzXbmtNjjuQbvx9FzJqfKNUJ4yMi4ZdtgNOiXUWt8m4pCVrZWpsBBKVHkjj35jpmn3xQ1XDRu0leOk2tluXVJU2WlquqkUdaqZUZdCUjvVOqQD3SkpQSMpyEgetwShO0jbUrb1del5ZTijOS6Zt0r6FS3XBwPABKUjHuzEnrWoF8vdjOzXXruqy3ZvUg0iYUqbWVOyQk1kS6jnlvIB29OBHd+msp2oaXDkOdu3Dr3XB+oGQY+oSRY4AaKHAAHQXwOBypMrtFXroxLXRcDGnOolvpuDVgXOFVq2ZqQlpujuSrLLsqpx5KUh5fdqITyQQhWTjEa206xITtyaq6VVnSfVOs2Le04zcCVS9BmlVyluuK7xp5bKkKKkKUFpS4rO4NA+tuUEt3tU3JIUuyNap2h1e4LkmnJmlW\/WaFUp1tVOoCHkNrZqEswE7gFqUlIXu\/KpJwAgxISHDqFqyZddzIc\/g8tVKTbGz6Vzmb\/wCTb\/V7zyz743y7i65\/\/FijwuSLpulMva1A7PvZq0x1IdTZ9aN0VJ2qUV5VZdqKdpbWuWZa3MJQdvJSnnaAkYyp+THaIvGna7U7Uy67IuW3qOKM3TBIVSlvyL8y2WkrfKUPJSTiaPBGeG09MxIqU1MK1\/np5w3W2X9CpYNtnZ+EycLc5mAfUNRKiRnO0rSn4wg9QTWfSqeqfTqv6OWVdynUQNCf3bjv2d0Sju\/Y6HOc58IJacRSczqpVpXqoxb+pNX1EvP0h5dUkp8zCpdsKPfPjPAJGEg8deBiFqvXa4bF7PMrYGnl1Vq3roF3O1N+bk1lpDkiqSU13ZWDnPehtWMfmg58ItqH8WcV4lBhTXCgraSgcEvkn3iCgQlHDqTu1n1op16a5u6q2MZtpksyoYM20EL3NspQrckE+KT4xhvarTtYn0TdabSt0vJdUtHhg8wqJBRUygeGOB9kbBKlA9CIuQ5Do2Bo6KtNGC+yuhtQtR7avVxiYp87u2SqW1BSdp3Dwx84k97bJnSm1lJ4IB6c\/mn7o5XadUnOCYkDd7XN6EzTV1Z5crLfkWnPWSj4cZ8Y0Rm7w4uHVVvZ21XZPmiSzS9GK06sq7wO4A8OCI54qbWLhB\/RUMfXDPt\/VuiSen0\/adSlJj0yYcK0uj2DmFrNvtTtZRMM8pUpIzjyh+W9kkbdpTogd5JVu8Wdq5fHnmPNWZBoTeeBtEZ15tjdLHjGY8Vdn+QGzj80RnNaQFOClndNM7+3nTsyE8AwraMDw0onelzke\/MPedlPSKG62emcwkAx9GV99lXIW6FD3cxcZ8mUgOtMSst4stKzwVugH3cRjUFpPoMrnn1R1+cZtfyLJbGee+\/dFmgoT6DJ4x7EM1GgGD6J8Avctrb07OS9QfkGZ59uWmnm1PsIdUlDxScp3JBwrB6ZHETLU9fonottNON95Ly6np4tubVIKgSlAX1CijB4BG0k8RodN6TK1i+JWTn1huU9ICn1nOAkAnGPEnGOOefLpianKmrwryZGnyq81qoHvWxwtMuTwc+awgDz2rA4zGcZy2L2R5tXImbnbipJpXpxLXlIprSZh9xqZx6Nu\/JNyyfYUk7iVKcV+MyScJI6kkw7KXo\/azLrfpEk3NPNjClOgKJAHQe7P2QxqLpoxYth0fuGgneyhKkpTgIwMeXHs4x7o9SiS88nkDyJ5x8B4\/bGBlzu3UulwoWlopX7WtOjyLKGJKmyyCAMrDY5OOmTzEzkLekWUhKZJo+GSjk\/ONdTu6DiWylY45GQBz9cSJIZabQhMqgrPU7hz9kZxe4rYbE0BZclSpdnKW5Nhg8bicdPfGwalpQo2gqc49QII2+XQEn3dIxWcJUAzTmd2RjOcfYI3ReI2qenENlIGG2kJV9nrKgHPBTnNAHCxHZBvuNwSdx4OEYx7j4n6o0s7KJQFbmlH5YA+yJG5MoLeGXph5OOmxWM+WTiNfNbl5HcuJ+IBzyfeYifwmtUKnJKWebcQpoHjrjBjintd6OMyk0zfVOZ2yk256PUyM\/i3FDCHhjpnACvdg9Y7zdkhMd4NgBxjpCW7QNOamNPa3SJxKSiZZKEZHKVD1h8sgRJiTOjkFKrlRNew2vnhpvXZewbicptd3S8rMto\/GuJAQggY5J8OQTz+YTz4P8AdQPD+\/y8IR90U2n06n2lXJl9wTcs4UPN9C7Kh0DcgkH1kZIweg2E85w0dOqqmuWfIuhwuOSiTJOq81NHbn3ZG0\/OO0heSQD3XE5DKK3stMzchMNzclNPS7zJ3NuNLKFIPmCnBBjHcK3VqcdWpxxZKlOLOVKJOSSfEk85jJWiLZQMxY2hVVYKR0OYptPSLpRzBshUKwpJBjytOUkRfKCY8lB8YRKFo5+nKmCdickxrzRXR+aqJYlIB6CApSeoECW7FKfXWj+QZn+qD9kKehJH07Kf6UfshtXVk0KYBH+LEKihDFelP9KP2RgBXAVPq\/VapQZRur0Sovyc5LOpW26ysoUk555Hu6g8EcHiNNS9WK\/Ub9lbqnWWFVlxxsKeSjCFKQ0Gwso6ZwkcdM\/VGzvJOaG7\/RUIW1CO24ZIgf4z9xinJpmJmkSTxgmqvvXhaOn6vmaXv+yv27wQfyKnWpNTqNaamajVJpyZmXXBvdcXkq+XQD3DgdIWtVuC4DbzFvJrtS+jJaaM8zIelL9Gamdu3v0t52hzaSneBuwcZxDEvROKa77lbvthYVNOJZSsdP3xpafEyJojYKaOgCxslzpH7nGyrkzqDqBNzNWnZq\/rkmHq+yJerOOVaYKqi0BhKJglZLqQngBe4AcYiVW7qpqnJ1CZq8pqbdrE\/MS7Us\/NN1yaS88y1u7ptSwvcUI3q2pJwnJwBkwuCk9PKJFRRu3f0kxpyMHRV2uJVm39R9SKdW5u55LUS6patTiltzVSZrUymbmEZHquPBe9Y9VPtE9B5Q1rbvC8L2kG5y87xrtfdllLQy5Vai7NqaSTkhJdUogHHgRCKkBguDydWPthvaa\/8yn+k6qIsoBoFKeNTU\/8lc\/qmFVcLgaYbc2A4fIPwzDVGPRnM\/on9kKW63AmTTtSSe\/zj5xCKohOq3LaSKU5awMerGz2pJwp1J\/okYjV0k9\/3BHAUAI3hZUjgEq\/rcw7gtHlNkHyVgy46kFA88dYA3gYQrcPOLqkpTyoEHwx0igOeR+zEPBcOiiI4Vvac8xUZQdyFEKHQxXbg5zn3QK58MROx\/lM20OF5fmpmZ2pmXC4EHjMZk7VGZmlJlO7UHE+\/iMFWExYc6ExKEgaQpPpzSbertxUykXPMhmnzTykObngyFrDai22XDw2FuBCCs+yFE8YzC37RFnJtNi3KhV7Gasy45x+bbmaMiYdUVSiA0WZkturccQVrU+kZVtUGgQPE+6zOutpVtcKU4Ix4Qr7pUl2XTtSB3aweOPmcRNA4OTqIU4qjyX7DlHUK3BTmc+fBj1QGy3IyoP6IiLS1caVaktRskuNrUevh4RL6TxISyvJAMJqBDtlKWAVanOidHbqF\/P1B54Nopku9MAlW0lYaXtwfMckYBwQI3MjbYlrqRUJhpSFJfQlohB\/NwfgMgkk+AGPhoNHK83Qb3dmHW0qTMtLZVvICUgg88jHx92Yd+oDlLZYpcyw0n+MTO3aHPVC+8UpXj+iUKI\/SXnqMxhzEh3C0YeQKXRaSup2JJsuoAdDLaEjnr8frMQlmSJmO4JI28Ebc9PnE0l5+WpdiydRq8wzLtKlu+K3l4wpQ4zzxxn4Rz1V9V7mq03Mt2rQJyaZCyGNksspUOc5UEkZOOnh4mMyeP3aW3hSGOx2Twp0mUq3Nqfc8ktnP3RIZSnPzIIWuZyk8gudPlmOdKXqJrNTHCatSXJBrby0uTI4wTtz1yOB0x0xmHJp1qrKV5TEvPEJedTu4SU85wU4PTx590VX4zm8rXjyGuFJjSlFBHdzO9QTztdUSPqzGU2EpO5tYx0ACRxj\/wDEbN2nS00lKkP+oQCCFeEWnaa3LMOvJG5DYHGeffDGxqUvaepWqqU1LyLCnalPllA9ovPd2gD3gH9vHER1y8rSYbU9LVWRf2noy4hZHXwHTp1zEWvW3J68ZsylNbU2FrGXlH2WuQcZ6E5+rPBzGdbnZ+s6VZlXa3MKne6BAaQ4ptvJzuUQnBVzzzk+efCX2o2j5FV3PcPwrZ0+\/LaqjiG5KosuLd3bU5wSQcEDPkYi+p9GauW3J+UYbBfKS40COM4zEirmilkJYExbzTtMm2crZcacWUpUPPn3n\/3HERNx24LSm2afXlJnpJxXdiaTxjjgkdQD8PGK4a1rtzVG9znNorhnUPTpmrU9MvJvdw7Ti65LocUEHu1OuBYyojIylX1HEanQ1JbpE\/Lp4KpsubU9CdiCVDwxlWD5FP1PfWCiSzU9UpREsmY2KU0UnCd7bu5YWk9QEjOfeuEjZVDnbf1VuWkOBKG0ywmEJPOS4tJJ+0D5GOrw3h5aR4XJZjDGSFPlthPEWiiMxxHkBj3RZUiNkxLMWOUe6KbRF4pPSKbDEbm8IWOU8x5258IySgHwxFso8ojLUqtBGIptEXwjjmPO0wlFFqcXNzQpjP8AmxCoovFdlMf50Q2rjGaFMe9v90KOkEGvSivAOgRz4V7spzeH\/MT39YQtaH\/+4JL\/AEn7jDMu4H6Ce+IhaUQfy\/Kk9C\/iHwJp6Kb3kAqmvbiQOpwIjDOml2163vpmQlJNTUwl52SYVPstzc6hnPeql2FKDjwQUrB2A8pUBkpIEsvNA+jZo7QecgecYFI1Vk7apFHmXbTTO1212phmiVAzym2mA8646C8wEnvlNuPOKR6yQdwCwoACJ8W\/9PlV5uv6JQhJIB84kdAQCef0DEeQhLSUtp6JASPlElt9BL2D5RpyAEcqs0qKyqQHHRj\/ABq\/2w2tNB\/Iqvc6rEKdhBQ+9kdXln7YaumbihSltYO0uk5x45ivldArMXJU6wPR1jHVJ\/ZCsraUqZUkgEB4iGioH0dY9xhY1olLav8ASmK3NJ4sEWpFYNBFx3VR7fad7gTjqWis+ynOefshyXxpLblvOXJQKRU6s\/WrTl2JufdmmW0yj7bjjTZS1tO5Cwp9BTuJ3hKj6vEKfSdfdX7bqlnA9KRz84cWsleuGfuGbo01Xpx2msvNFEqp1RbyEjb6vu5xnOPCL7IA6AP+qglefdIUJ1CsFuyXacwioelGelQ\/u49U\/L4x6uPT2RolgUa70Tzjr9Vc2KZA4R6pJ\/ZG31TE5MTNLdm84bkkpQD4AHn90ZN4OLd0ot1j0dYKX878HB9VXjGgYowZKFUAq+920fmo7b9gyNTsOsXZNTjiHZEZbQB6px5++F+4sl4JB9XyhtUtCv4G6ntdAW7MBJbzyeQIUs2kNTezw\/eTDJ2NaxhaOyfE4km1bnVd3s2nGesWpncmX3pODHuqeqlO7iLMySZQfCKJdQFeVIo1XgVyq1eI5hc1BouqUyvkLB+uGTVAFybhHTpECnGQZpA8SDDIXfIqQUtLTVh5oqQOUHge6GjRtyqdL70Y\/FiFfJky9QmJZYyFHd8MiGxREbpCVSBztH74kyOrQpmUAtrp\/MJlrp2EAqfQ4yjdkAKUggEkdMHmG7VUTty3HaFovBRmPpBlhIIUCoKWtS1c5BO5wfAAeXCVt9SJa4VOu57tDn4zj8zB3D5jiOktEaJPXPrVaVTfYPcSMxMrUor6uNoUs\/IrWMf1B7zGbP8AFxJVqAjghOLVmSYmpuUoDawqXlm0pU2AClIGcD38bfKLEpUaRakoh3KGkkd3tb4K1c8BI6nj5Dxi5qpKvG4JyabbGUpSn1DgkABJHPw+2E3O2td11XGa1XkKRQpLYG5BDu1cwkHnd0O3zCTk5GcgERlSj3H7QeF0WN\/Tjvym9PaoWzPPimfS1HYm15SlqaqDaFlXgFDJwTk4BIzGnnGEU+eE7KU1ph8DvtriQjfxyUqTkE+fOeefetRorMVi8Z+t02j0lFPnmVIbbmpNxJlEnG1TQQUobWngA5UMdRD0uRMvMstTEjJyVOkpVhLcwlxO5t\/AwT3YACVHk5Tg5x1AIiF7WtBoq3EXOdy2gtpp7qpTbmm10Vcx3E8ylOWVkHI46e6J9XK21Saal9Cy53qyhPkDjnMcn2IUo1DmJxlbjbbg2NJOM48c\/UIf8wtxchLTKiVJadBIPXByft4HziCU7SCFaAscLTVS75hhpx7KU7Un1gNiU\/Pw6xAapr21bNe\/B6eo11VCdbl\/S5pqn0\/cqWb279ziCdyRsO87seryYZt0U9maLTtJVMNhQ3BCW29qVY8cg5OfH3CInO6KSt6V+Zu+qTdQZqUwNjrkotTAfSWw2QvaMn1QAedpHVOTmHxGMn5qKbfX9NbOh6qyyp2QkKj6TJv1OVRPyTUyAlT0stIUl1oglt1OFAnaTtzzwYkNx081qlkhKVhagpIV6wxx937I1lU0llapJUmmVtanpGgsNy1OSlPdqZQgYTg5yOAOep5yTEzo8q3JSpknnVutdElaskCIpS1r\/h0SM3FtOXL+vFFckJil1ssLcbdKpWaaAKSoAFSSSeufW8MwnXmaQ\/XUTkm04HxJYWogAqSt0qSCR4gADHhg+EdJ9p2VDFlTE820nElMtTGSrgpBO4HHgUkiEm7p7WqVakvfU62ymWqLwZSjdhwN7fUVjxSeengR58dBpEzSWhx7rmtThfbto7LQrT4HGfdFkp8IylAHwx7h4RbKfKOp22Vz9rHKIoUcRdIjztA5MI5qS1ZUmPBRGQoZ8RHgohjmJVa2GPJ6xeIxHnaIic0kUhTa4cfQL\/H+L\/dChpQCa3Kp\/wDjAw3K4d1Cf3eLY\/ZClp6P5dlcf50RzLeVe+qnd3p20F5WfKFpRuK5JjH\/APY++GddqM0F0HptB+2FlSAfpqUPk8DDoZGAUSnGN9XRU8vAZp0wPM\/vhW1NOZVYz0IENS7k5pzuPHmFdU0n0dwe8RPhyNu77qrOxwI4PTwtEoHnjpEpttO6bAPjx9kRopyvHmcRLLQYLswknk5jVyZGC6KrRxvPG0\/sVD1jEy6PJxX7YaGmbqhSFjAwHFQspxvup2YSSoYdVjA98MvTMD6HX\/pFRVynNIHI\/cK5Ew3VKcleWVcfmmFbcLiUMkqOPxv74aI\/Iq\/qmFnXGw4wvIzh0xX9xlHlSOjfY+J\/ZSLT1Y\/CqjOBzYEvIUF49nENy\/Ul+pzLwV3xKkncRjMJqylKRXaYotElLw5EOm8XvSWVTTbOzdjan5RqQSsONV91TmjeJQ4hbTV+UR6NQ3RLhsmQBODnPSPF2pdd0btxAVtQiY4SBznarxjI1RfM3TqQraR3cgCc+R\/\/AAYs16bamNIKGwGllxt4nIHHsqi+9zd0ldSFWDHhocRwCojbbKhZlWcdyWgNjac8A4PP14+qFnVPVnMkc7xxDOt4MGyqy2p31+9SEoz8IWdYBM\/n3piDIJEMYHhPZ+Nyx60nCU89TFiYBEilePdiMu4EbUs7fHrFqaR\/JacRmF1sH5qUKPus97JuDzzEJqcv3dQZTjrkQyJWW7yVXxEKrjGypy4x5w1nNo6KF1qWUxVEOIIT3oAHvx1hrWs33lPlc9doOYj94U+WTbzEyGEhxLoAVjnGYk1ojMhK\/wCjETzmw1TRuBBtW6fsRX3i60lxsOAqbKikrT4pyORkZGRHbnZ+lUTuq9RclZFqSlguZqEpL7t6mkq2IKAccpSFEbsZII8cxxPIpKrjdR62e8HTyjtTTW4ZWkMWfVBLBL1aedbcmg4PUTsTLqQpOPF5lZHjkJ\/SzGblDoey0sNgka5vft+XdM2+KOFVJ5TrfBUOcE8f3ERwST008Gkt70tgJBIwAB7omVWqjcyO7ISpY9Uq3g8+P9\/fGmbIDg2gBJPGBgxjzAg8LocOnNAcqt09LbAQtsBogqG3nkdOPriKXvNS8vTSAUKmNikABXqsp\/YTxE6DTs2WmGFEFRwVeULfVsUyjztJkaiws0518KnlI6rx0SVeCd23ccecV2gF1LU2kDgKLadWxPTD30+WyhLu5MstfJI\/T+f7MQ+5ehvijFK3N5UkEjHUwt6Hq9bVbrUtbypJmmPML2hLYKEuIzwUkghXiTgkjxxDan63RKfJJW3OKdUThISc5+QyT8IXICjiLmj5LT0dgvpekXU7ksnBT+cD4RuZMPS+WsdPjxGqpVTkZyrIcSh2XfypLjbje1WzHGR5fbnrEpDAJS4hWR7orNJHCl4rle0yxmEZc8Oox0jFn6UwlguJ6EGNl3iEJG0YxGLPPb2Sjd1B+UK4ilGkP2g5OZe0\/rCZCVVNPtMB9tgICy4ULCtuD5gEfOI9rfbyrW0uoNvF4uOSE3K09S3EhK3EtSqwk46pTkHpxkQ1a5Joq1XlqQtO4OvN5BGcgKCiP\/piA9rifZfpVupbLbYcW6pxJ4ypCQkY8+FmNPSrdkMZ9VmagNsEkg8UubdhTwcZHlHgp5j33rJ6LTjw9cR53Nn\/ABiP9oR31EFcJub5XjbjrF2SRJGoS30kV+h98j0jZ7Xd7hux78Zi2SCeFA\/AwdYRw7J3XkJmX65bblvVpLibPTsn2RbP0E20mYMtuXv9ILYCyO72E+kZc3njquFVgjrF9QHkPqjwRk\/CI2s2ik5WVA+EU2GLpTARiAgWhSWtzbgocwUIye5JA+UJmRqE0msymWSAXBkw4aohS6K+B19G\/wDTCgk+9RVpUBOfxiescTZPdbbWtuqXRdJ7t6lsKW2lWU85TmOpdKOzbY9Xsan1y86OtVUqQU+gNvKb7ttX5NOARztAUfHKj5QhdGbNmL6uShW+lOG1qDs0odEy6OV\/AkeqPepMdlXxb18VK4bUftSYkmaVRZr0mbaddUhTg293tAAPAQpzr4keUcDoeB7uTkZeQ3e0O2gHzfJ\/Qf5XpnqfVfZxcXAxXiN20Oc7p24H6n\/C451IsxNkXrVLacQFtSzpMuVjOWVco69eDjPiQYwbOoVKrN20ekT8khUtOzrTDwSMEoUoAgEYI4zHQva2s1DlPpl9SzJ76WV6DOKCerajlsk+QUVAf14SVh02oyN92s9OSEywiYqEu40p1pSAtO9PKSQNw5HIzHOalgzYGq+0L2WCPFE8f+l1mjanBqmhe+6vc2kHoDuaDz\/lTvtEaQWLpzLUV22aQWTOuOod711TmQlII9onHJhKJlpVHsyzQ+CAI6h7X7bj0rbDbYKlqmH0JSOSSQkAAeJPlHNE3JTtPfVK1CTflXkgEtvNlChnpkHmF9Utfj6k8Q2GcdOl0Eeh3MytHidkEOed3JonglMPQDTe0tQbtnKTclMS8w1JF5AQotkL3pGcpIPQmGjXtOeyvadUfoVZfMlPS23vWfSZklO5IUOmeoIPXxiLdkgf\/qDUP\/liv\/MRDC1KrvZ2k70qEte1GL9bb7v0pwSzytxLaSnlPB9QpjotHa37mZO7ZuLiLk6V4XJeoXSu9QvxWe5sDQdsVXdDt0rylVTtIbX1J1KnaTpzMhu2ZNlp2YmxucKSocpG\/ncVBWM9ME+ABYc1o92ZqJPotOs1JoVlzakh2eWlwLVjGQkhAJyCARzkecbjs91uxJqsXdTrJbDEoqdZmpZooUglhTQSNu7kgLQ5\/tDzEIG\/9Pr7l9QKnTZigVCcmp+eccYcRLqWh9DiyUqSscdCM8jb44wYVzmYGIzLjiErpHG6stAvo0f2KjiEmp57sGbIdA2JjSLoOcaHLvr5Ug1l0FZ03EtWqLMKnKNNOBo94hIcl1noCQBkK8Dxg8eOYalb0S0FtegS9euuVelJZ3u2y4qbfI3qGQMJJ64PhGfrV3lC0EYoVfnEzVV7unypcUrcXn23G1LWD1PsKOYlOotr2jdNjSdLvOvKpEhvYcS+l9to94EkpG5wFPn4Rqx6dDDLOYWgkta4Nd0aeeOViyazlZOPjHIkIbvc0uYPk5o288dTylJdOgWn1x2bMXlpVVX3fR23HG2lulxp0I9psbvWSrggZ4zwcA5jnqrlbtjrZDqQkTu4J8zsGMR2BdiqJoLpFNSFuS83OtvhbTDiz3hU88D+McUAAAPdjwAHMcX1JxBkDTwpe0KDpz5dIs6THFj63G0Da8xu3AE7brsm5882V6eyHuJfGJGhjnAbqvmyr1h2k5cdj10SzsvKqZdW65MTSilllpCQVrWQCcAeQJOQACSBCvvq2HqBPSE6mqSFSkakkrlZqRUstK2LKVoIcShaVpOMhSRwQRkEGJvZt5VG25acpsk+1iYdWh1l5AcbebWNq21JPBSUkg\/I8EZjQ60zy3dQJy3mJSVk6XQZx+Sp0pLN7G2Wu9USfNSlHkqUSTwM4AA9HneXNja3pS83ZYc4lQ650YbYMWphH8kJPgRGbdLeGmOItvs\/yGg498U2guaAnLEoUt3si6AM9Yg11S5arEsjGCMk\/XDesaiPTrDyUNFWE5xj5xA9T6Q7T61IhTRSXAfD3w+GtxSOPFhR272T+CTK+eHU8xubPIMhK48ECPV60iZZ0+TOlk92l5Az9XP2xbsv1pFgf0BDpSCG0nwHcCFepQKrpLfm6mOjqFMVKWtenCn05ydfp9SeeQgYOA2lt4DB8MlZPxJjn215f0i+WZfG4uTKUgR2NY1ClWJObkap\/F1K3KZU45sbKXG9joUTwAAEKHnsMU8n\/plvdaunTCHIDj4pS6adImShDm5sKyjJ5wQOfqwfnGQw4tTbZCgOOc\/GNZSEJlqWaa7PMTLkiv0NbragU+oMJOR14xzzGXTl\/wAYDDqAeDwfkfvjHk5afK3IXbX12UvbmmKRKGbd\/Ld2SB5mExdtWVck+sEhfcLWlCV+yo85Hx6H4HMTysz07VX1BhI7gNrdIHiCcIH+yMwrJefo9LnZtM+lPfNvOJUFccBXsnjknpEOPHZ3HqtEudK8Marls6d0OqVJa3pdaAwS4julkZWjKirjkHpgjHyhrUWSk0Jdl5RE1KusYRuLhV1SCTlWeefPERyiVir1CXLtuUGdmW1LKAhunuBLnHQEj3H6ol0rW5mircRPWtNyqtyVO76e6QQRkEqAI8D444MTOY5wpyeGVwHi1jN06dpau\/YUVH2is9TnxV9cS6jVsLbSmYUfUHrEeERVrUGzKg93KJmT3D1lJamE7h\/qnnHzjcyBplUbUqRm23D3Y2pbOSkdeR8cxVmjFfIJCJIhyFLxscGWySFHjMYUysNy6yevOPf0jw084hKEnI9XgnjxjzPIcUypIOCMke+KVcpPcsUojT6eardMsz6T3BLjhUvGSAEHOPjCB7Yja5xy16LJPllcs7NlQS5yeEDcficfVnxhyV6+7T0+mE1q76oacz3L3dKDa3CXcjgBAJPGfDy84471V1kf1SvJdVk0mRkZSX9GlUvEKWobypS1AcAkkDGeAkecdP6dwpJckTV8WrntezIYsV0Jd8nUK\/lQ2Xt2qTC3kGqONlklJy4efEeMWJyRnaY20tU68tToOSHD4fONrL1J5SFLE42rvMb1FHX3xjz1TLkr3Ydac2HAwnBxHoTS4uoheevDNttVbSmXXZt0LdWvCfFWcfXEsJycxEbOb\/jkw5nqIlxilkge4QtLCJMIJVFHrHmKqHjFIrlWgUbQeeI84MeoIYeE5SGeQhdEdBVtyxjPyEJlju01WXzNch5IAz15xDjnmlmgqG1Ryxzkf0YTDVN\/lSXc6kPA4x05jiCDXRbdtBsldY6Va+0\/ROUmqy7QDU5lUu2yo7wC2jJKgnnnJx\/siI\/Wu1xOXfcc1U26\/dMiai\/lqWl5tTTDKT6qUhKXeBgDkDJIJ8YZHZlse175uhqi3PR2pyVVTXHlIWMblhSQM469T9cS3tG6JWtYhplx2rb0rK014mVfQloKDb2CpCvPBAI48Ujzjh53MfhSThjvba48B9G75PT6+V6LjgxarHjvez3ZGNpzmWKrgcn6eFE6j2vMadqsu6bZXVGjL+jOzjzu95RB9VfrE5Wk4IJPUAxFbw7cFHuBNtuT9rTMuLammpv8W2j8ctIAx7Y2p93Ph5AR0jpH2drFqdgyFVvO3m52fqCDNfjSU7Wlfk04HHs4PxJjmypWpIzV3zds0eiypW7U3JKVb7lOMl0pSOn1mJM7MbiY8UmTG4iQAVu54ogHhQ6Vp7dQzJ48SRjTFucTtO2zYJHy\/wAL1dXb6od41q3q0m0ZyXdoU2ZptCkNuIcJwNp9cY4HUeODG5q+pcz2jLhauCnUpimpQgSbbTznPHOSpIOc\/DiOkV9lfSQWyaSm25I1dMl3fpeBv77ZjvdvTBVz5eEcw2fb7UrftNtqblUsJ+k0SsyygbOQ5tUCU49\/MGuvgi2xZULj7pHR3QjgXwO3hL6aEs5fPgytaYGnqw3tPJr5Hg\/XytTQ+0jTOzhqDVZKo0ObqNQl2lSbqWgnueqVZCioE+A6CNTcOv1F1euSeu9ukzkmqcUgLZKEEAoQlOQd3I9X7Y6+1B037Nlhplp+97YZDk+pSUOqZfmFLKQM525PTHWITqnoJp3KWGNR9MW2mJQNImXGQMtvMK\/OTkbkKGQce4jAMSZunYmPhHEEe5sfyLRJyPr0TMDWsjIz25zn7XyfAPMfB+n4kg7X1SmbMq8vX7emJiWmpXp+LSUuJ8UKGfWBH3jBwYZx\/wAIs3IyqxPWSXptvCFOoWEIJ89m4\/7widV\/SCx2dAJO6qVbSV1yYp8g4HkBalOOOKbCsJ6EqKiMY8YuUzQ3S\/TfTxy5NWaRKTlQeSFBhPVCj7LKMY3K8z06+AzEmFE3Sz7cLXNYW7iS\/wCI\/jr+Sg1LKZrX9XKcHyB2wAM+Z\/Zw4\/MrnO7+009qrW5eaq5nwG1bZaVQ0lLLXnwFnJPiTk\/UMNHUrX+fvyypajTlBl5SVacaeQ6y8VrVsHkQP2xvOzzp5p\/qVXbpXXLMkEy0qmUdk5ZvO2WDin8hJ6k4QnJPiM4GYlFWf7JtEqE1QKjJOB+TfXLPNejzSk70HaoAgYOCPDyhsH2KXGdkvJDZrBLn9a\/RPyZcqDNZiRst8FEBsd7bAPZ3nrfdLyl9oubd05Nj1i2GapIsyZlFOvPFDimhwgjAOFJGMHqCkHrCUFUYqjzoYbWgIQM7yM5zHRNHqHZnbr9ceq7C00tS2DTECUm1ep3YDuQlJI9fPXzhoVjSrs9Wza\/4Z1K3ES1IW206X0JfUSlwgI9ROVn2h4ZHuxF\/TZsZzxlQUTG0jl4NDp129DXBWXqbJ4o3YUwc0SkOoRkW7rwN3XmiAvn9JMOTNbWlrGErKlfXF7WFBGqdxBfBFXmB\/wDdVHZOn9j6JagalVdm16KiZoLNHYVtKHmT6SXl7zhe1R9Uo932x4svSTT2v6y3vb1Zt5iakqWGTKocUolClYKiVZySc9SY1x6jfIIgxgIc4tB3cWLPjpwso+nYm+77j3NMbQ8gto0SBXXryFw9dDYLDBxn6o8rbCqGjPJwOMiOr9fNFGrDqyatR6ehdvzitrYUN4lnfFBz4EAlJz5jwGZJrfpRZFrac25U7bt1qXqFQn5dlzYCoub5d1W1IORkqSn54HjFY+qZovea6CjFRPPUHxxyrTfSmLK3GdHk2JiQOOhAF7ueySmglutzyXlKaUTs4BHHSF12nbeTSbloqNpT3wWduOeDxHaloaGWNp3aounVKpqZmCAt5pEypplnI4bSGzlxfh45PQeeru62ezXeVnz900asmXfpzSihW5xTyVHG1JYf9YhSsDoM56xI31BLCwySsa11XtLwHV+ypD07BLJ7UMj3Nut7Y7bf05XF+o1Bca0KcnC2QEPNZyOQCpMLKylfycwrxCR+2HvqtNS7WhlwSbyR3i5iXLQHsp9cEgeUIayM\/RrPjlP7419I1EarhMywK3E8eFl6npf3LnS4Jdu2Vz06gHp+qlulkmmd1go8kBku1BpJHuOY7p15stFN0vrE2GilxMoSFJBBThPmI4g0ZdQxrnQnneECotfvj6SdoKdp03orcaUpG\/0Be3z9gxbmcDK1UyOAQuNdA7qmWZ56g1KbdeZnmg42XFFR3oByMnnBRnP9UQ6UPLbcamchKc+txnHrffHK1szszSVSNVkXNj8qpt5tXUFSTnB8wehHkTHSNNrUtV6exUpRe9mbQFJSDylXGUn4EEGIdTxvbqQdCtbTJ\/ctjzymBSZVtmnPz6Mqw3k5wSjBPH2gwg9VaBV525WqxaVREkG0qSvMi2+SStJ7xO8EIdTsODhQ55BhwUusejMvsOkKZmEKSVDqhRB8PqiLegLROuPNNd5vJIB9ndnz+EYsLxHJZ6LoGOocrU6dMt0l1uZq7dw1t91116YLtWU2XHFqBDv4sIAXjcCAkJwegHEMVmaovpBaktPEPTKm20l6fqji1ZGN2TtJVkcDnIMWaK3Te4S4um9260r11k4ySDmN1S6i81NLWwQfX4yfZSOemOmPfE5lDjaskQHnaf3\/AN1DLu0ao19yz0rPWzJsMvJ2L9EbU0UggDCXArcMbRg+ByYnmn+n1FselN0imSjcsW0AJDQwAB0Hv4xzEpamJuaaKs4RjGE8ADjjPnHiWJbStZUSo49bPOMCKWTkF3wCd7m5tAL2+jew2lBShQwk+PzjzUne7QSfzE548cD74stOJVObNw6cgkce+NDfdzytv0eYn5p0IQwyVq5548Pj+8iI2sL3Bo6qs54Y0krlntR1VNUrX0aHCpEjLEkA9FrP7kpTiOcZKWkXgpUxMd0odAPEecM6+ajULodqNTd3OTE64XMA4KRkgJHuAx9ULpu1az3wUuWO0qGc\/ox6ppEYxcURuPNLzHVnOyckvaLCz5V6QZklSYqCe7VyQUjOYsmUpqW1KYnO8WeSPdG\/TbcqHB\/EWQnA5\/v4xq6nQ5wTa0yksvuuMEdIuxzMLuqpS48jWg0vVnrzMzCQCAB4xLldYjts06alHnjMMqRuTwT98SEgxUyXAyEhaGI0tiAK8qPhFI9EZgwB1isSrQXmCA9Y9YHlCOSqVzI3UQ4\/zH7oTbZCaoycdHh+2HI6c0Q4\/wAx+6Ez7NSbJ8Hk\/wC9HGDjqtFpNi13T2Oj\/wAfWf8A5S9\/vIjoFbtI1Pq166aXEgPM0melChCTg9yplpwc9fbCx8DiOLtMdX3tI51FySVNE263Jrl1NupJTtJBKhtIPhGvnu1U+\/fVRvOmuVKk1Os7GnvRmfUACW0hPrKPH4tJ58cxxGPkTYcJiEZdcjtw45afqeOtL0XLw4dSnE7ZmsqJgabPDwRfA56Wu9LdvNNc1BuO1KeEiRt6SlUEjGS+srK+ngEhA+O6EfoRZJuDVyvXVOI\/idDnZkt7hwqZW4oJ+O0ZPxKYUtndoyq6YzdaryZMVKZrJSuZMwklRUCpWRtI67jGNbnbdZsek1Sn0y1kJVUJh6bemVMqLneuknI9fB2jAA931zl7s98MmRGf6bnOqv8AxCg9n7qZkQYcjSJGtbuuv\/mf7rs+VtW8EasTF5zFVkFURyQEgiVDi+8AB3BWMbc7yrx6EQmtWbOFva921XZNjbK1+fl3jtGEh9C0hfwyNqviSfGOT2O1D6K82+a9dxWhQUMvOEEg+XedIZlW7cbN9IpSZ+1W0uUmeZnZZ1LKgQ42fH8YeCMgj3+6CffmwlssLmOa8PFm+bF\/kKS4kI0zJbJDOx7XMLHADbwRQ\/M2f4XX+sNradXU3RpC\/wCtuU9Sn1Iku7fDRdcVtSRyD7vLrEN7QNXktPNLZCwqFS3vRZ9AkWnurbLTYBIUonJWoDjz9Y5455S1a7ZslfypCRrtFdlXKY84EmSlycqIwQdyzx0Oekb+b7ZqdTbNXalTtht5sNoQZl1haXu8QOHR65wrIz8yOkSZz5Jm5LY4trnNADq5PHQ8\/sotNxG4xxHTTb2sdbo74bzwRx+pXY9k1qkW5opb9crj6WZKSo0q84pQB6NpxgeJzjHjnERPWW1KdrLpxJ3bacw5MTEi2qck0oPLyCPXaKRn1+PiFJx4mOcal2mp+saatabrozCJGXlmJYPhCy8UtFJSfawD6ozxGm0+7Ya9LafM0SnU1c9KPPFwNzLCj3Sz7W3asYB6njr84V+S7JYMGWImJzACe4ITIcD7FI7UIpgJ2yEtBPBant2NCDULuWnG3uKf0+MxEpr+rVCkK7UJJzRGsz65WaeaVNN0xK0vKSsjeDjkKwTnxjmiz+2HJWjcdduSiWk225cKmVPMFtXdNqQXDlAC8jcXFEjwiaDt8VTr+CEhjH+bcP8A64jwI5MfT2YrS5paTztBsdupT9Tb9p1OXOc0ODwON5bRoX06\/wBlDL7mjP3bVal9CzFJRNPF5uTfZ7pbSDyAU44+XEdQavnPZuaH\/U6d\/vtRx7fmuEpqBcszdFQprkq5MobbU2yjLYCU7RjKickCJZc\/a2mLqsRNiTNBaakktMtB9ppfeYaKSnqrHVIzxGRp+BkYTswPYSHimnz17Xwuj1XOxs5mnOY9oMTgXizx+HuevRNfsfnF114f9Qb\/APMic6YDPaA1JBPOJc\/YmOVtMe0WNLKjOVKk0ozjs60GXEzDSglKQcjG1XJzG5t\/tYzVv3rXL4lqG05OV0I9IacQoNI2gAbfXz4eJMXdLhnxMTGiljNseSfoCD\/7WbrkkOZnZksEjS2RjWt57gtJ7fRdQ0y9qBqTX7r0hvKWQVtzDzcsVcB5nw2n81xBwQeD0I5BxY7QbknblsWS9NfjJWn3HJbyoZ9RDDuSR8BmONalrgKheDt7ywmpKpuTfpie4RhLa\/dlWceGD4EjxiT6ldrGY1Lt+SoNboqJcSM0mbLksysKKw2tGCFKIxhZPHjiLP2nMmxJmSw\/Po00ORdgFUfu\/BhzceSGce1wXi\/wmqcR+a6d7Stq1+9rNpU7a0u5PtykyJhxmX9YraUggLSPzsZ+ok+EQDR7QylV+2KvVL9tqoMTMspQk+8cdlyUBvOcAjI3Z6wpLC7YdZsGnN0iXZXUKYwAEMzbBJZQPBCwoFIHHXIHhiK3t\/hBqlUkGkS0h9FMzaShS5aW750gjkFal4A\/1cw1+BFqE33jJC8uqizaCLod0+PPytNxxpMM7AzdYkDiDV30Se1wqQl9OJuSUpWX3W1c+OD\/AO8KaxT\/ABCXz5Yjea13fIXHbUuaal9DaCM96kJycjHic9I0FhlQkpYK6EH9sdf6ax5MTS4o5W0RfH6lcp6oyIc3WJp4Hbmmuf0AUmsabNO1OkZsnHo822rcPA5js7VHUWVqOmdXkTMhTjsmQOfMYjhmQfU3dzj4VjYsLx7wYZ9YuSafo0yyt7KVN7cfGNos3PDj2XPO6ABYlHQFUxkeBTiGlpD6VNvVWntTCyZaVE802ehIWlCx8wsH4iFfQyDTWf6sNDQ19tF8ql3EpIm6dNMgHxICXP2NmL2awOxHA+EYshZO2lMfwhSxNJROpCXEJ\/GAjGfHdG9kahIlSnEvoWFDdjPSNbcFqtVinzAaSUzDLh7tYOVYznB90KWcmLotyYKGfxraeMoUQPgRwI5Asa9da2Qg8J\/S7qp1wMtEbBySDgE+P9\/fEupVHYSpta292Tkc9eOh90c8W\/q07KlLU5JObwMYAzlXng8+EMel6ySS2CEykzuGD+TxjHziIsLOiuMyGkcpvt\/xNG4KPr5CgTwDGNUqvLyjbiu8bCMApI+H\/wCYWj+o9TqbfdU2lrBIwkuqz\/uxWVoVz3I6lVVmVIBGS02MD6vD5xF7QJspr5y7hqkRuo99ulR3swpJCW2xlRHnj3YiHaxSU7LaZ1epz6ld7MhltKT0QgvIHA9\/nDQtey5Gjth8NEur9pZ6n64iPaQbP8GdS8kKl8fr24sY5b77B9R\/dVpwfadfhcd7OIpgeUXPlHkx6COq4lWzBnPh9cetoim0wJVT5CK4PWKgYj0BnrCFCt4EUPzi5sA5GYpjPWDsheMDyMUj2U88RTZCpbUnSQqhNnGSZbJ+qE0+ds6Mf50Y+uHFJqCqC0R4y3\/phOTZxP8APg7j7Y4sLRvnldI2XIIrD9DpTzmxqdmJeWU4D+TStYSVfAAk\/KOvP4L9Npa5ZfTgaWNvyb9MU+5WySFoVuwElz2snnkLB5HGOnOnZvsil39cdLplYdUJRiTVNLbSrap0pwAkHyyQTjnjHjHVD1yzN\/OXNpjKorNs1KRQW5So7FkOtDaA6leABkkcbslJyCDnbwWjYjXOnkkaCXPIFgG66jnpflemepc9wGPBC4tDIwXUSKuqdweSPC4+vaiSNt3hV6FTZv0mWkZtxhp4kEqSk9CQAMjkHHlF+wbLn7\/umStanqS2ZglTjpRu7lpPtLx8MAe8iJRrxY1t6fXXKUS3XpshySTMPNPDKUEnaClX52dpJHgfHnAz+zJWpCi6pM+nqSgVGRekWVq6B1SkLSPmGyPiRHHMww3WBh5J2t30aPAvtf8AC9Al1Iu9OHPwxuds4JAs1wSR+5TXqdq9nPR9mWpN102Wnp19HeKM3LmceUOm\/YAQhJwcYAHB98K\/WuQ0Rbo8pW9OHf5SnnMJlpRR7lKBworQvlo+QGMnw6kSTtE6TXtW75cuqgUl2qyc+0yjawQpbCkJ2FJTnO0gZyOOTFvUXSK3LT0Gl7gmKEZS5G5eTE2pb6lEPKUhLgICinxUOPlHVaizKk+0YrcdrYmDg1zx3B8rhNMlw4W4ma\/KkfLIfk0OFWexHUAee6Y9xWdoZY9rSlx3LZFN7hXcoUtuSDi9608ZA+BiOVXSrSPVGyZq6dNpH0CalUuBtTSVNJLqE7u7W2rgZyOQAeQc4hg6giwF6eSadSn1s0nLBykOZ70p9UYbBV5xp7tXSNKNHJ1\/T2kKdlJtG9DjaioI75O30hRPrEAbfMjA6AHG9lY0QDvdaz2gyzQ+YPnj+65vCzZ7YYZJPfMlAk\/Ai+nPf+ErdDdCaFclBTqBfjm6nL3uSsqHC2hbaOrjpBBxkHA4GBzkHAm1LkuzFf08u0KLS6YicWC22WJRcs44QM5Q7gbjgZ6848RGx07DN\/8AZ4XbNHmUNzSqZMUpQJ5Q9tUkBeOQDkE+5UKPSrRjUaW1Gpc3VqFMU6UpM0l6YmHVpCCE8hKCDlecAcZHnjpGS2I4TMWDDgEjH0XOIs89eey3Xy\/ecmZkahlOiliJDWg0BXTjvfTjlSG3tJqBY+sjVnXRTJar0euSjrlMdnGkqIWjkpOB7aQDnAAIUn4DS6maXUyna40W3qTTmpemVxcs4lhpv1EgKw4kDwBCcn+sYk3aeveXpd3WozS30qqFDcNReWk\/k8qRsQcfpbDkeWM9RDietylXbclr6joUkopslMONZGSrvkJCD8k95\/tRI3TsXMdNgY4H9N7T9dp6i+4HKjdq+dgsg1TIJqWNzf8A7D8JrpZFfylf2gdJ7NoWnj1dti25OnzEhMtOOLl2AlSmlK2EceGVA\/KNbadhWLbmgovu57Zp87U1yrs2hyZZ3EFxZDI58MFvjzJ84llkXJL6w0nUazpyZDiFTkwzLHIO2WdSUNrH+s2tQ+URXtPVZNu2bbWnEg6EBwIcfAOMtMpCUpPuKiD\/AKkLmsxI2SatE0bNlAVxuuuij06TPnfFoMz3b\/c3ONm9u0Hr1Ujshjs23\/Vl0a2rSkHppDKpgpdpamxsBAOCpIHUiNNqWezvaH0tbD9rSTFcaknPRy3TVEIdW0S2d4GAckRDeyd\/\/IsyAMlNLdBx\/XRGh7SOVau1YY57qX6f6NMUJNTcdEGf7TN7nFppq14tDA9RO00TyGNrN34+b46\/RMC+dPLLp3Zzp10SNuSLFVcp1MdcnEsjvVLWWt5KuuTuOfPMaDsw2fat4T9fTctElKmmWZl1MiYaCw2SV5x5ZxDpZu2RsjQW37kqVN9Ol5ajU0LlzgFW9DaR7XHGc\/KDR7Veg6kTNTZo9sqpSpFDanFZRhzdnHs+W37Y1Dp+GdSx3ucA7aPhXXg8+FhN1XUG6TlRtYXM3n+pf4eRx5XG\/aFp8hQaxfEjTJZuVlJYTCWmm0hKEAI6AeAji2oTgmZ+XUPAkH6+sdtdpmoppNxX\/U1SDE96MZp0S8xu7p3a3ylewhW09Dgg++OI5nWllM2hP8EVijnlamZ8knP\/AGuNL0P8HZYaOkh\/4FV9fO+GC8nkxC\/46rfzdBuK56D9G25QKnV5lP45TEhKuTCw2kglWEAkAZ8R4xlWX6lPZCkrQpAUkpWMKSQcHIPQ9YzJXWy1bg09qVn1tSdPi5U5GoJqNr052ZW+ZfvQGnmnJpKlAF1K0ELAStJJByCmBXnre7cF41u4pCTeRL1CccfaTMOAvFKjwpwjguKAClqHBWpRAAOI7tz\/AI7CvPmuaBamqHQi4JpQI4wcZjaTtzBW6np9ZSuoHJhLOalOqmHJhuWKXHEpBOY3FNu12VZfqcw3lSx6hPy8fOEbzwlcRwug6E6oU1kEnOOkMLR+aU3qVQxk+uqZbI\/rSrwH2kRzHb+sUzPFEjKU51w9VFXGBjqT4D3niOouy9p5eF3TclqtXVCnUKVDz1OY4L8+U7m+8UD+Ta64z6yiM8J6zzTsbikO78J+PG6WUFnZPhyXKQc9CepxyOPriNTdAlpqY78D1T7QxwfjE1eZ42JRtIGCEjH7I0b6VsuAeymOSDr5XWBqwaZp1S6hsSqWZeUSMnbgjjqM58j9cTKj6P27LYKpcrI49XOD8YvUBkbUTDSiTkZB6fOGNS1tqawGwkqHtDqYhfIeil9sEKOyNkUKmYEvKNqWOSVDp8M\/CNnJ0tDJJ2JznBOOsbr0Zscj2fHwiim0cYiEuNJWt+SshGxoJxkJ\/v8AuhS9odCn9O6swMkhtteB\/RcQr\/0kw4g3tb6eMQK+ZYTqfRtqVB0hBCk5BGeQR5QuPJskD66FEjfcaWDuuFAd3h16RTAPlDlv\/Q6YbK67ZUt3qAlanKeVBKkqHUIUo4+AJHTrzwgZe7KY7W3bbnW5qm1NlZbVKzzJZWFD83B5yRyM9RyMiPQcTMiy22w8+Fx+RiSYpp4W4289YoevEeyg+I6++KBPPSLlKraoPfFRiKY5zFSekNIQCiKcRU8mPKoBwlKD1ikUJAgJAgQt\/TVbqAx\/2b90J+dH8oLyQAHjyfPMN2jK3UGWB\/6OP2QnKrgzy89O8V\/vCOKC0j1XQlnXpWrOYkK5QkzjU9IIC2lsJyVeY5GCDnBB4Iid1Ht2aqzcj9HStjvyr6vxZnGJIlacj2gFkpB8eQYknZKkLSuGo\/g7dtvU6piaprbsqZuXQ6ULbJ3BORxkK+eIkk\/pfTGu0oxazdIZNFfcRUEyobBaDAaypBHQJ3oVx05AjgY3vjYZcZvEjy0gONg3\/HY8L1GVkM8vsZx+UUQe0lraLaBr69a58JTaia83TqBTKUxXKI68aYzt3sy4Dz7nQrWfA4xwnCc5PlhZfwmT8spD7dl1wLbVuSpCPWCh0xjx4zHZXaX0ytK3rNkq7a1tyFMLE4G5hUpLJb3pWkhO7aBkbgPril0WRZNi9n1ipz9s0t6uzMi0j0p2WQt0zLwyohRGeMqI8gPdEWVpzHZchyowTG0OLtzuR2\/VS4GsPh0+BuHJQkeWBm1vB7\/pykHb3b01UoMgJCZ0\/qlVSyAht2blCp4jGBlSCAr4kZPmYjV7drLUXUSWMhcFqVxqnhQJk5eW7psHPBVnKjjrhRIyOBHUmrFgWXSNC5Sv0q1aZK1NbEgVTbEqhLpKyjcdwGecnPxjR9l2y7Suxq4Pwot2nVMy5Y7r0qWQ5syFZxuHHQRdyHyS5DNLezh7b\/G6v7X2VHGbjQYkutMIDmOqtrbu6sDoOq5+vntm3zedGXZ9X0vqIkpV1taHmJNYKyjOMEqOfqjeWR2ub6Zs1dmPWC+7TWWlS+2pyq1LW0vPq8KHqgHA4yBiH5o9YdlVzUzUSl1m1qZPSdNmWEybD8ohaJcFx8EIBGE8JHTyi5Xb37ONv1yoUCY0rlDM06aclXVN0hnaVoUUkg+WREgEe0ZspDSbZZc7kAkV06cKCSYuedPhjLg2n0A3guAN9bvlc1WVrPd1iza6jbUrUZZazl1haAtpxI6BSfHx54PHBES2t9u3VJ6TXLytkOSq8bFPy0mpS\/ikLUQPmDDR0wp2m2oOslW+j7Op\/wBAGnByXkH5JsIacAbClBHQc5+uJdXp\/s82\/eyrAqOm1Nani8yx3qKY1sCnUpKfWHI5WBmI8FrY8UuieGMLi38TqJvtxxam1R5yM0CaEvlDA8\/FpIHe\/NfVcTvao1euz7k\/UrarrszNL3uvP5JJ8STyekOe3u05qFQLMl7ekKWwuVYlzLoLrKjMNo5A5CgMgHA48BDA1W0ety0dRbOmqRLoNHrNXlpaYkXPxiUq75GQNxOUqSSCD0x78BhajyOg+mPoKq9plS3TUe87v0elsqA2bc5yB+kPthuHhjFdPJtEZaac7c7kHkfupNS1b7ezGiaTKHC2t2tFEcVV9q\/Zcuafas3JpnMuVu3aa2tU40GHWphtRG0HKeAoc9R18TGmv3Wi5dQ639O3Dbc0H2mEsoQw1tbSlJJ4BJOTkw1dUbv0ertvNSlh2OxSJ5Myhxx5NPbYy2Acp3J5PUcQvLTYYm7po8nNNNvMPT8u24hQ3JWguJBBB8COCIxM7UMWN7dNY0PZx\/qNWfz54XS6bpmXNG7WXu2SgHq1t0B+3K0tia9XFptU3a9Q7PmnphbBZUH2FEEEgkjaQQePONNd+v8AX76u56t1nT+rszE0hCVLaYKWgEp2jqSRwPOO5NQqRoVppT5OduDTilutTzvdI7qmMrKVBO7nIGIi9y6O6bakWM5eGl0siRmwhTrbTIKW3VJ9ppbZ9lXBAxjwPIjZyNLZHAcGENeWfIs3EHzfT6rm8XXnS5I1KbcwP+HubWkfl1+i5fu\/te3y9Yctp0\/ppUJqlsMS8uhctKq73axt2ZJUQT6gzxGjsDtcXjpgJ2oUDSeuPKnm0BxuYlVKOEk4wEqGPaMdS6IaJ2s9ag1I1CKXZRTSphlh5RQw3LpGS6vzBAJ5OMeBiRW9N9mjUSpqtSl2jTpWbfC0y7iaeJVT+M57taQDnAJ5x0hYYDMYsqcBkhFNBcbrt2TMnLZAJ8PGDpIQbkLWDbfnqvn5qPr9cWp8lcjrmldxyc9XmXmyDKFLaHFoKd2OTjp4+EcszNn36ubO6za2UhQxmRd8f9WPp5rHpo5phdQpcu667TpxBmZJ1Y9bbnCm1HxUk\/YoZjZ9nW3qJc+oyaXcNKlajJmRfdLE00HEFYKMKwrjIyYr6Pr82l5rtPigDXvdzZJ5\/wB1oa16dx9X0pmqyZBcyNnxAaB8R2\/NfLap2Jez0qhyXs+rowOQmSc3E\/VGlasHUDvUFVmVwlJzn0B3n3dI+sHaHoNGtnUiYpdv0uVp0miVYUliWaDaASk5OBxzGPoZp\/TtRr4FLrD60SMpKuTbzaPVLwCkpCMjwyrJPux4xpP9ZZp1D7vbE3de3qatZDfQGnnSRq0kzwzbuqgT+X1Xy5Y0v1EqswFN2jU5Vs8b35ZxKeDzxgn6gYn1M02r7DPdztAnphLDJI3SzwBUDnAHGSceORj3mPr1dh0FsKqN25cOlrLMuUIUipfQyVsqyOcPAblKGOcZMQNu5+zjbN3VZn8E2atS1oYVLL9HE033mCpfd95ykAKSPjny53ZfUz8F1SGMc0bLuOCudxPTkWaC6COU8WKDaPIHXzz0XzWlrQuJpE42xbtRCTuQG25ZwbgnKR4eQB+cfR3SytW\/S9LLYpyKnJyzrVKl23GFupQ43+LG5KknkHOesNyp0PQylWCzqPM6c0k0uYl5ebShNLaLpQ8U7PVx19cZ8uYRN0N2PqfqLb9D03oCaTKzShLzKGpVLHIJUpeE8HCAo\/KKuu+ocprY20wuNUATZvutDQNFxcoyGntY29zjVNI5oqWGv0BayDVpQ+\/vk8\/ImNfM1ChOgg1WR5HspmEffDlujRXTesW3VbfoNt0aTqyZb8TMtSyEusu43NqKgM8lIz5jPnHLellFlp\/VCiUKu0xl9lycW1MS8w2FoO1CspKTweR9kZefqedgZEUL2tPuGrF8G6Wro+Bp+qYk2RG5wMQsg1ZFE3\/CbVuVa3pZBS7WpFAAHtTKB59eeIlspdlqNnm5acAMD\/lKMdPjFNRf4AdM6jJSFe01pilzjZebXL0tkhISQDngc8xHNVtLdO6HRaNqlb9LbZpLc3KvT0mhJU1MSzq0j8meM5Un1eByfERNk5GVGH7SwllbhZsA91TxGY05jMjXtEn4DQonx+\/CmAva00qA\/CWm4z\/0pH3xfbvS0CRm56SM+KptGP2xgacM6A6nv1CXt7TWkpNNS0t4v0ppHDhWE4wD+grPlxEUvOpdn5VRqFgs2jT6JUEzXoKqkmmstol8LAWsOn2QADzBJkyMgE\/uR0eByeSmRxCTIdjezIHt5cKBocckKdPXvZqkkIuilEjw9KR98RpdUo9aqwbp9VlJooVuUGXUrx78A58Y2dsU7s9124Vad27Z9Iq7rMl6QuotsNTCCkHBHpAJVuyfPiFza9uUy29bbooFCwqRkmT3BznCVdypSc\/0VKKc\/wBH4xC7KyIXRuJY5r3bfiTwf8\/orGLjY+QJmkPY5jd43Act45NdL+qnUzSsLWppHqrJJA8\/OOUe3la1Ck7Ot64EsttVP6V9FQ6AAtTRZWtSc+QUhJ9x6dY7QbaT3YCsYPEfP\/t76hSVyX3Iae0l9LjFsNqXPEez6W6Ektg+JS2EE+9ZHgY6nRWvmzGhvbquf1F7WY5vuueJLVm6KB3Tc0WahLJG0ofG1YGBjCxz8d2YllE1vtqoOIlqzLPUx1fRzl1n5qACh80498KWqIL6sFONpIIPn4\/s+2NJMspQCgpG0+GP7mPQT1XHdl1tLOS86wmakppp5laQtC0KCgoHyIyDHsoI98cvWjfdy2Y8o0SaSuWUd70k+FLaWf0sA5SfeMHzzDzs7VS1rrDUo5MJp1Rc9X0aYWAlSsdEL4Cj5Dg48IaeqQKWEEDpHk58oyFtHqOhi2WzDSnVasHrAeYuKbwY8FswoCEWhXVVSkBMs0QxKpDRWR7S\/HHuHSFTXZ\/up+aU4oJAdVkk8dfP5RO6JW5C3NOmKlUHw2xLS3eLI4yo8k+8kxzxUrgmq8tdRfdPdzDylNtZx6oJ5Pu6RxAJHIWi5wjPyXe2jV2Kt+ata7JV4luVUw9kHhbJ4cHzQVD55jvWZoFHRc6dTX5lKDL0VcqFEeqGlKDpXn3BP2mPkNZvaFbP0fZ1EthyqegyaRMTpngygbRzhAbV+2GlNf4Q3UZ+huWM\/a8qqnKlPQFn0xPeFrbsI3d1nOPGON0fDzcN87JYi5pJc38PXmu\/C9A13P07Vo8aXFnDXBu19h3Sh\/28913FppPJ1w0prlDrTqmnl1V7hYypoFxMw18huCf9UxCu1tciVVKi2VJKKWpBj011tJ4Cleo3n4JC\/koxzbaHajuzS6RnqpbdNZT6e02t5t54LHqhRGCUcH1jk+PHlCivjttVi561OXDWrHEzOTON6k1YIQAlISAlPcHHCR9Zh+Xharl6YIBF\/WNBxtvIBJ639fCdp2VpGDrJynTj2G25gp3DiAOlf5X1PuG9U6e6Q0y5XaZ9IJYlJFoslQTkLCE5zg9OsWdGNWm9TxVSi300z6PLQ4dC+8CwT4JGMYj5d17\/AAoV7XPbDdlVPTmTNNbDLaUIqYSoBsjZ6wl\/6Ijc6S9vu7LTXMsWxY0tKmf2qdLtRD3s5xgFkY9qNV0GsR5sbhEfZDaI+N3X59FkbdFdp0rXyj7QXW0\/Ottjrx+fZfQPQkhOruqWSB\/G5cf\/AHZiNjXtVNVKZXJ+m0\/R+cnZSXmXGWJpKzh5tKiErHq+IwfnHz9ovb8vezbtuCp0ey5UTtZcbcm3VzoUFEKWRtT3Xq8rV9nlDX027fuq+olyU+3founU70+elpLvcJe2d66lG7bsTnG7OMjOOogx8DObiiMsc0248bT1JI6lMyp8OTMMwcyRpa0fLeKIaATwPonxoeutTOutwz9wUZ6lzk7JuTC5V4YU2FLRj7MQxpqm6K17Vd6Sm5JiYvKVDc2sOpeGNiEbCCr8UohJQQBk8Z8DjjOT7VV8NXjNXy3Iyoqj8qmUcVxsKBjHq7cfmiIdV+1bdP4eOagGgtGstLbc71EyEJJQgIA2hvoUjBHjkxTxsHNxYRCIN49zcd238Pnr1\/RXcnJw87JM5yRH\/SDRt3fiAHB4vb+vhdY60XNWKhrlaNrzUgqWkqZU5F2XPX0rvH28uH3DaUgdeFZzxhx6lXjeFpmnfgnY79w+k956R3SiO527ducA9cn6o+fVc7Zt43vVKLVK1bkl6bRptEzJOodALagpKtpwgbk5SOPdDca7XurDlFFXWumowDloSyTn54\/dFnHws2M5DnNd83AgjbYFDjr+n5Klly4b2YrWuYfbaQ4HfRJJ56Xz1\/NSPXW6b8u+kSExcunc3QZaSmCQ+5kpWtYwByB5ZhYWYMXlQeMZqUqPn3qY9V\/tMXtqlQ3qJcTUmJWXmEP7WmwlRUnOOQOOsLak6r+gV1hyTpQQ9JOCYbPfdFIVkfm+YjlNS9N6lPqTcljC5vBJJaDx9AaXd6J6q0rF0l2FK9rHfIANDyOfqRfU8ruftP2rcl20KhS1tUd+oPS82tTiG0+yCjGT7sxmaR0Ga0c0onZy9HkSjjjj1QeZKwe4BQlKW8gkFR2Dp4nHPU8iI\/whOqv0m5TF0mnILZ2pWSnJx\/3cL7U7tm39ck7LyNeoTlTbUdzcu1UQw2HDwDsSyckDPJ6Z8OY6OTBkblu1DGhc6UtqiWgdK8rjsfMbLgx6Tl5DGwNduJAcXHm66LvizmmdUuzw1bVOnGpedFMFNXtV+TfaAACgPA7QfgqFhpDoXqFTtQqbVLjpC6XKUaYEyt9x5C+9UnohASo5z58DGfHAjlizu1Jc9iT6qnb1L+j3VhIfaTP7krA\/NWktEKxng9Rk+ZiRXB\/hJtRXJRUgmmSTTqgUrXLOJSv47i2cH4CHN9P5mpCHJz8dwljHZzaNc+VJ99Q6YJ8PTMlphmJ5c124XxXTx\/wLorta3HTandNHoUktLj1JlnlzK087VOlG1GfMBvJH9IRp+yxj+FVGRwabMD7URxbOdqx199ybmbNdmHnllbjrtXKlOKPJUolkkk+JjZ2d23a5YtbTXbeshlubS0tkKcqO9O1WM8Fn3CMgemden1gajNj00OBoFvQfr1XTff2hY3p52kQZFvLSLIdRceSenAXXXag9bVma2\/8ARJb4eyY1mhlsXvXbnmKlYlTZkJylyynu+fyWXFEgBlYHJCuT0\/Nz1xHLt4dtSt39WnLhuCxmzOrbS2FNVAIThI44DMY9uds+57QqAqVs2xM0+YxtUWauAlY8lJLOFD4iI5vR+rzau7MMB2F18OaD\/dSR+q9Kj0BmnMnb7oYG8tcW33B47\/kvpvZ166i1ytG1dQtLlSqVoX3k604lyWIA4z1BCvLcT04hB9pK0bctW+m0W9LIl0TsoJl6Wb4QhZURlI\/NBx08wT5wix\/hPdWRJdybQpwWP8aZpO\/\/AMrH2Qsav2vanctVfrFetJ2cnZhWXHXKryrHAHDHAA4AHA48o2dc9Oapm4Qx4oS993ucWggeLBXO+mdY0\/S9ROXLM2NlVtbvIJ80Rx\/yl9G72IPZKpgJB\/kOkcH4sRHOybZ7YXVb7nGyA0PQZVa+BzgukeGOEjPx98cY1Ht9XtU7IY09mbNklUeXlmJRKBPDvO7Z27PW7nr6gz5xfp3+EBvmlWh+A1OsyVYpfo7kuUInUhZSvJUd3c5ySSc+8xIfT2oPz4suSAkRsoct\/F+6hZq2NDpk+DHkNBlks8O\/B\/49\/H8r6QW1a6qVqJXLxVeEpNtV1tDQkEgfiw3ju8EKOSAV+H55hS3HZItbtNUGpSyP4lXZozjeE8Id7tQcSPn63+v7o4Kpfaqn6XU5SrSdkBmYknkvNKTUh6q0qyOO555HTjPujtixdRqnr5I0S9aFqJTnnaLMlxtBoyUvSkwW8LadR3uR6pBx0OAoEjmGZen5Zgb9oxiwteHD5A97PfhOxpsbHyHfZMoSNfGWOtpb2odjdUOevVOzUiT0eqd1UOkahsNO1ecHdU1DqHtqwVDIKkeoMqwBuPJML\/tW1qpUa3qRZtMpol6PNlLi30EbctewyBjjB2q\/1RjxzavLSy7tRpuUqVw6gy5mJJG1hbNI7sp5znh3rnEbe7bHv29aF+D1x35TZqWBQpChQwlxCk9FBXe5B6gnyJHjFPUH5GZFkRNi2l9U4VZHcO5\/4FLpUONp+RizyTB4Ze5p3bQb4Lfj+teVGuxwR9L3byPyEh\/vPwotWFAal3OM\/wCVZn\/fMOyw9L7w02fnX7Xv6UbcqCW0Pl6kd5kIKinGXePbV9kaet9nWqV2rTlbqV8sLmp55cw8pNK2gqWrJwO94jn8vTcyXSIMJkZ3sdZ5A\/m11GBquDj6\/k6lJL\/TkaAOHXfHXj6LU6d3Pc1i6R1mrW\/YkyFzS3EruAOtlLX5ow2fXVt5xwU56+Ma3s9uvzd+zz8y6468\/IOKdW4sqKlFxBJ55JOYYUrptedOsd6wGtQWUUZ9aiQKVlxKVHcpIV3vQnPHvMc4XprPZ\/Zwq1SlrSuaXuu61S6pP0dmWKWJFZKSS86FkbhtB2J9bkZx1i7iaNqE+RixxtJYyr\/Dx5qj\/uq0+saa3FzpJHDfKbbW4kjtdjg\/QcJ7do3XKg6FWqqeUuXnLhn0lFKpqlZLq8flVgchpPVR4z7I5MfLaoVWerE5NVmrzbszOTzin5h9z23XVqypRx4kn+\/EZ9637c9\/1+buq7q07UZ+bUAtxzogAnDaEjgIGSAkY6+ZJiPvvuKcKVAJWOg\/R46n3+Xl+z2nS9NZp8d\/6j1Xj+dmnKdXYLEmWlKeOHhlIwonkH3D4YAjDVIM4K3Hcq8sGMkMLGT3eCP6UUQhwHctBUMYxjEaZHKz7WofZ7slWOnSLAa9JA3Hbjx+\/wB0btxpKwUqbIPvjDeZCBtQMY8YUpCLW0trUi8LTdbEpPrmZVBwZWYUXGlJ+Zyg\/wBUj5w3LV1lty4QJeoKNKnN2Nj6h3ayf0F9B8FY68ZhFdxv5xFh2WWg72zjzHnDSAUdF1mp8kZHIJwMRT0jEc12tqPc1q7JZmYQ9KNniWfSVNpHknnKfkce6GlTdXrcnWAucafknfFKxuSf6qh1+oH3QdEtqAaq12aetWj0eUmHnGggqmWkJO1GOiT5\/OFq3T6y6gPrC2Jfu8qW4NoCfLn4Rv2K\/L0KUc+l6s7PzDwKhLtkEIV5Z8Y1VUuFm56a2w49My0zLn1GjyhY+Uc1JjxNb+LnwqrpZZnXSmWm952fYtBmJp\/vJyrVI4S20j8mkZABPh5xhfT7k3OKf7lhsqOSgnKhz7oYViaU2rJW9K1KelvSpl9oOFa+QFY8BEFrMrLipzKJVARhXAilEADwtiNkjWi07EuGat4qmWi2ksgALwSfV93SEbXGaagOpXtB9aHU8hbdvI3q6yoPPHhHPdfJSt7J6bvGLkB+VJkwsAUostdMQ5tbTvO7HTpE1sx1szTaUJAwnPHyhZFRS4c+CuYn9iq3TTWOcggRqSGx1VcNC3k+QbimsknLbZPPjzDn7NQaavL6em3ltyNs9xXJwNtb3VssPNkpQkkblKUUpGSAMlRIAMJSf3C5JlGDkMoz9sMbSCsVSiVlyq0eoTElNMp9SYYWULAIIIBz4gkeRBOepiJ7qjFFTx9eQmtWac3RJwssThmWZiXZm2HVNd2pTTrYWkKTk7VAKwQCRnoSMErWsOBT00eYnExUalVJ6ZqFWn5qdm5pZW7MTLhcccPhlSiSf3DpEDrDZVMzIB6cdYp2R1Uu0Eq1SXCXUc9FpxDype52xTuJPqqhHUoDe2k+Cxn4R0JVJOWptqpTLYCXWEr6+cP9vdC54KZI4BwCh1quhQqKEnG0E\/ONDb6e9udxC+UlC+PnG1s8rLlVVjhQGD4Hj\/2jXW4CbqdXtO0IUTx05iPbdJNwAulq6rIMfhIFKaA\/HAZA84xbgapslUFzCQj0kMrLWOdoGASPfkgfD4xuLgUGKo8+4gpQyvftI6npCwuOurma2lS1g96wtvjoDuSrb8MI+yLunY1gSOPCZPKT8AolLXDUSt7vFqUXfHA9WLClOPKKgs\/0vfFAhQcUdqjyece+LgSnw6\/CNy77quG\/ReQVpGNxi4yFLJ5PWPBbKyBg8GMptCQnGYd17oQ4o49Y8CPDTClq7xJO0DJ5i6GknxHPvi6lASkDPjyfIQnHlIRfVY7wSBtUMkdTFqXSSoqHsJ4I9\/8AciKTDu5ajjBJ6ARdlUEMnIwTyIQn6oDB4VzrwSYooDG7KsjoQfWHwj0AopxtOY9BBxykj4iAH6p1UqJdScJXhGR+UHsj7on+jmrVyaOXfK3PQ5x0ISpKZ2VCz3M6wD6zax06ZIPgcEeIhcuoLLqXAM56+X1eMX2+8R6xQR8RwP7\/AChksbZWFjqIKdG8scHDqvpdq12tZuy7SpFw6eU6j1cVyelpaVmZ1TipYNubuVBtQVuynbjIwc5HGIe2nN4zV6WlTqzU5OXkam4C3PyjL3fIln0gFSN+BkYIUOM4UmPkBb161OiSaqO+G6jRnld4\/SptxapRa8pO\/uwoYWNowoc+B4huaOdru+tJkT38jS9wGoJ2vqnZpwKcUlX4pxagDvWhvLW8ncpCWkk\/i0xzGTopERbFybXQR6k17w5\/ApfUhTrDYLsw4lttIypalYCR5knpCE1e7cOi+meabRqgu8KzylUrSClTDBAzl6YJ2AeGEb1cjKRyY4j1o7VmqGtMgi36m4xRqGOXqdTCtCJk5zl1SiVODj2SdviQSAYSyZUZVubKs\/o5znjzwITD0Ld8sk\/omZWqC6h5T11g7YutGqXeU5iaTbNGdQVJkaYooW8gk7e9fPrq48EFCT4gwjQhx3B3kYBKs9Bzzz\/79T1i6hlI25bQkDGQpIPPHIwAPPzivTGAcDoMnA92OkdFBjxYwqMAfksaWZ8pt5tWXEqSStAJJPt\/m9eqfLPXJ5+EY6QogoJ4\/v4xkvqJ6biPfmMRwkK5448Yn6qDlXAgZ3c5+Me9qSnlIPyjyg5A69PD+\/uj0pORgA\/VCEg90lUsVXUjA+qLa2QtOSM5i6tJT4YPvioQSkEJOIQkeUqxgz5CKFgkERkAgqiqwMQnHlC1r0oFDlIiyhpTZPdHG7z56desbPuVKHCVH4CKmVRnqIDykpc7Gfm1dZl3\/bMCahNo5TNPA+YWR++MeCOPV6gFtBdNyJQG0V+pJQkYCRNuAD7YsKrVWUrcqpzZJ6kvq5+2MKCDpynWVtjdlzlvuhcdVCOm30xzGPrjEXVqks5M\/Mknrl1Rz9sYkELZCbSvemzWc+kO56+2Yut1apMqCmqhMtkfoPKSfsjEghdzvKVZxrlWK96qnOFR6qL6iT88xcZuSvyvMrW6g0T12TS05+oxrYITcfKOi3H4YXVnP4S1bP8A21z74trui5HDucuCpKJ65ml\/fGrggsoWzTc1woILdeqSSPKaX98Zq7\/vdxHduXjXSnGMGovYx\/tRH4IXe6qtHe1u03veKE7UXZWkg9cT7v8A\/qKN3rdzaitN01gEjBxPOjP\/ANUaWCDe7yiluF3fdLmS5cdUUVDB3Tjhz9aoxlV+trVvXV50qHQl9Wf2xgQQB7migUlDqs01qrE5+lJz9er74oKzVv5zm\/16vvjDghfcf5S0FmitVYdKnNj\/AL9X3xX6crP86zn69X3xgwQe4\/yUlBZ307Wf53nf16vvgNcrP86zn69X3xgwQe4\/yUUFm\/TVW8KnOfN9X3wCt1cf5UnP16vvjCgg91\/kpaWb9N1jwqs7+vV98ArlZH+Vp39er74woIPcf5SUFnGuVkjBq05+vV98U+m6x\/O07+vV98YUEHuP8lFBZ4r1ZHSrTo\/79X3wfT1a\/ned\/Xq++MCCD3X+SjaFsPp+t\/zzPf2hf3wfhBXP55nv7Qv7418EHuP8lLQWwFxV4DArM8P\/ABC\/vin4QVw9axO\/2hf3xgQQe4\/yilnfTtaPWrzx\/wDEK++D6crH87T39oV98YMEJvd5Qs36crI\/yrOfr1ffFfp2tfztOfr1ffGDBC+4\/wApKCzfpusHrVZw\/wDfq++K\/TlZ6fS07+vV98YMEHuP8ooLONdrJ61ac\/Xq++D6crHhVZz9er74wYIPcd5RQWeK9Wh\/lac\/Xq++PP05WP51nP16\/vjCghN7vKKCIIIIalRBBBAhEEEECEQQQQIRBBBAhEEEECEQQQQIRBBBAhEEEECEQQQQIRBBBAhEEEECEQQQQIRBBBAhEEEECEQQQQIRBBBAhEEEECEQQQQIRBBBAhEEEECEQQQQIRBBBAhEEEECEQQQQIRBBBAhEEEECEQQQQIRB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width=\"307px\" alt=\"artificial intelligence in marketing\"\/><\/p>\n<p><p>This enhances customer engagement, increases conversion rates, and fosters long-term customer loyalty. To the best of our knowledge, our conceptual analysis is the first study to systematically apply the ethical principles related to AI to AI applications in marketing from a multi-stakeholder perspective. Our systematic conceptual assessment of the ethics of AI in marketing is informed by a comprehensive review of the literatures on both AI ethics and AI in marketing and provides two important contributions to both streams of research. First, we reveal interdependencies and tensions of ethical principles in dependence of the stakeholders concerned. Particularly, the principles beneficence and non-maleficence are interrelated and judged differently across the customer, company, and societal and environmental levels.<\/p>\n<\/p>\n<p><p>Ultimately, AI content tools must be implemented thoughtfully across your inbound marketing program. Understand how AI tactics will help you guide prospects to solving their pain points. Don\u2019t turn to AI because it\u2019s the hot new thing but rather because it will help you help your customers more efficiently and turn leads into customers quicker. Customers don\u2019t always like chatbots or even talking to computers on the phone<\/p>\n<p> Simple, unsophisticated chatbots can sometimes make it obvious that there is no human on the other end. This can make certain people (especially those of older generations) very uncomfortable.<\/p>\n<\/p>\n<p><p>In fact, in 2012, the retailer made headlines when they were able to correctly predict the pregnancy of a teenager based off of her purchasing habits, before she had even discovered she was (unexpectedly) expecting. Leverage a real-time CDP to orchestrate personalized multichannel campaigns optimized by AI. Data privacy is a&nbsp;topical issue in AI-backed operations&nbsp;because of its sensitivity.<\/p>\n<\/p>\n<ul>\n<li>Finally, most marketing automation tools will include some level of reporting and dashboarding to allow marketers to view results of the automations being put in place.<\/li>\n<li>In a comprehensive review, Barredo Arrieta et al. (2020) identified intelligibility (i.e., human understanding of a model\u2019s function without any need for explaining its internal structure or underlying data processing algorithm) as the focal concept related to XAI.<\/li>\n<li>Ensuring accessibility for all requires finding affordable solutions or alternative approaches.<\/li>\n<\/ul>\n<p><p>The technology even uses motion capture to replicate the user\u2019s movements \u2014 so when they walk past a store, the mirror matches their gait. Not only that, but the organization has also been able to produce more efficient content, completing over 130 optimizations and publishing more than 150 blogs. Find out how Carvel Ice Cream uses the feature to improve their response time on Twitter.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' src=\"https:\/\/www.metadialog.com\/wp-content\/uploads\/2022\/06\/logo.webp\" width=\"305px\" alt=\"artificial intelligence in marketing\"\/><\/p>\n<p><p>Read more about <a href=\"https:\/\/www.metadialog.com\/\">https:\/\/www.metadialog.com\/<\/a> here.<\/p>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"303px\" alt=\"artificial intelligence in marketing\"\/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI Marketing: A Complete Introduction and Overview Finding the right prospects requires the necessary development, within the marketing industry, and that of artificial intelligence. This creates both opportunities and new challenges as AI marketing develops in the coming years. This sort of technology has become increasingly prevalent in consumers&#8217; day-to-day use, which is frequently used [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[439],"tags":[],"class_list":["post-11765","post","type-post","status-publish","format-standard","hentry","category-hightech-news"],"_links":{"self":[{"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/posts\/11765","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/comments?post=11765"}],"version-history":[{"count":1,"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/posts\/11765\/revisions"}],"predecessor-version":[{"id":11766,"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/posts\/11765\/revisions\/11766"}],"wp:attachment":[{"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/media?parent=11765"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/categories?post=11765"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/consultancy.techvividholdings.com\/index.php\/wp-json\/wp\/v2\/tags?post=11765"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}