{"id":13456,"date":"2022-11-11T10:45:38","date_gmt":"2022-11-11T05:15:38","guid":{"rendered":"https:\/\/www.allerin.com\/blog\/?p=13456"},"modified":"2022-10-16T11:08:47","modified_gmt":"2022-10-16T05:38:47","slug":"can-artificial-intelligence-surpass-racial-bias","status":"publish","type":"post","link":"https:\/\/www.allerin.com\/blog\/can-artificial-intelligence-surpass-racial-bias\/","title":{"rendered":"Can Artificial Intelligence Surpass Racial Bias?"},"content":{"rendered":"<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/10\/ethical-AI.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-13457\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/10\/ethical-AI.jpg\" alt=\"ethical AI\" width=\"1000\" height=\"600\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/ethical-AI.jpg 1000w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/ethical-AI-300x180.jpg 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/ethical-AI-768x461.jpg 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/a><\/p>\n<p>According to the <a href=\"https:\/\/www.nytimes.com\/2022\/09\/06\/arts\/music\/fn-meka-virtual-ai-rap.html\">New York Times<\/a>, FN Meka, the first digital AI-powered rap artist to be signed by a major label, was canceled because it used &#8220;gross stereotypes&#8221; against black culture. This massive digital star, which had 10.3 million TikTok followers, was developed utilizing more than a thousand data points gathered from video games and social media. Reportedly, this AI robot with more than 200+ followers on Instagram offended the black community by using the N-word repeatedly, resulting in almost an immediate termination of the contract.<\/p>\n<h4><\/h4>\n<p>This is just one more recent example of AI picking up racial stereotypes. Such instances can be easily avoided if more focus is given to ethical AI training. This means that the AI developers have to scrutinize each and every piece of data used for AI training, which is a nearly impossible task. The absence of ethical AI training can lead to racism in AI systems. Since the data which goes into the AI systems is not properly inspected, it may lead to biases that may or may not have been deliberately passed on.<\/p>\n<h1>Reasons for Racism in AI Systems<\/h1>\n<p><a href=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-13458\" src=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias.png\" alt=\"ethical AI\" width=\"1620\" height=\"1620\" srcset=\"https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias.png 1620w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias-300x300.png 300w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias-1024x1024.png 1024w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias-150x150.png 150w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias-768x768.png 768w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias-1536x1536.png 1536w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias-144x144.png 144w, https:\/\/www.allerin.com\/blog\/wp-content\/uploads\/2022\/10\/Can-Artificial-Intelligence-Surpass-Racial-Bias-120x120.png 120w\" sizes=\"auto, (max-width: 1620px) 100vw, 1620px\" \/><\/a><\/p>\n<p>There have been several cases of <a href=\"https:\/\/www.allerin.com\/administrator\/blog\/can-ai-be-racist-sexist-like-humans\">racial biases by AI systems<\/a> apart from the one mentioned above. A researcher of black ethnicity, while testing her face detection system, had to use a white mask for the AI software to track her face. Another instance of such a bias would be when <a href=\"https:\/\/in.mashable.com\/tech\/33612\/no-the-google-ai-isnt-sentient-but-it-likely-is-racist-and-sexist\">Google<\/a><a href=\"https:\/\/in.mashable.com\/tech\/33612\/no-the-google-ai-isnt-sentient-but-it-likely-is-racist-and-sexist\"> Photos<\/a> organized a black person\u2019s photo along with pictures of gorillas. These biases don\u2019t necessarily stem from racism but from the fact that there might not be a diverse set of data used while the AI systems are being trained.<\/p>\n<h4><\/h4>\n<p>Even then, there are cases where racism has stemmed from people\u2019s entrenched biases. For example, in fields like criminal justice, the housing market or the financial system, the data unfavorably represents people belonging to minority groups. These records are then fed to AI applications during their training. The resulting AI applications acquire these prejudices, leading to discrimination.<\/p>\n<h1>A Future Toward Ethical AI Systems<\/h1>\n<p>Governments across the world are investing millions of dollars in AI systems and other technological advancements to incorporate them into daily life and make for an easier and more accepting environment. AI tools, having been involved in almost every industry, have the potential to eliminate prejudice and create a new, judgment-free world or do the exact opposite and reinforce those stereotypes and biases that people have fought against for generations.<\/p>\n<h4><\/h4>\n<p>The concern is not that AI systems and robots will replace humans but that those developing AI systems are ignorant. The most crucial component of this entire operation is the people developing this new-age technology and the data that goes into it. Ethical AI systems have the potential to succeed if done with awareness. Otherwise, many AI applications might just end up being another technology that benefits a select few at the expense of thousands.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>According to the New York Times, FN Meka, the first digital AI-powered rap artist to be signed by a major label, was canceled because it used &#8220;gross stereotypes&#8221; against black&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"categories":[5,3],"tags":[1577],"class_list":["post-13456","post","type-post","status-publish","format-standard","hentry","category-ai","category-technology","tag-ethical-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.5 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Can Artificial Intelligence Surpass Racial Bias?<\/title>\n<meta name=\"description\" content=\"Today, AI is constantly developing to mimic human behavior. While replicating human intelligence, ethical AI\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.allerin.com\/blog\/can-artificial-intelligence-surpass-racial-bias\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Can Artificial Intelligence Surpass Racial Bias?\" \/>\n<meta property=\"og:description\" content=\"According to the New York Times, FN Meka, the first digital AI-powered rap artist to be signed by a major label, was canceled because it used &quot;gross\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.allerin.com\/blog\/can-artificial-intelligence-surpass-racial-bias\/\" \/>\n<meta property=\"og:site_name\" content=\"Artificial Intelligence, ROBOTICS, AUTOMATION\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/allerintech\" \/>\n<meta property=\"article:published_time\" content=\"2022-11-11T05:15:38+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/www.allerin.com\/wp-blog\/wp-content\/uploads\/2022\/10\/ethical-AI.jpg\" \/>\n<meta name=\"author\" content=\"Naveen Joshi\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@joshinav\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Naveen Joshi\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/can-artificial-intelligence-surpass-racial-bias\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/can-artificial-intelligence-surpass-racial-bias\\\/\"},\"author\":{\"name\":\"Naveen Joshi\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#\\\/schema\\\/person\\\/d01e43be365179dae3ff572b2007c64e\"},\"headline\":\"Can Artificial Intelligence Surpass Racial Bias?\",\"datePublished\":\"2022-11-11T05:15:38+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/can-artificial-intelligence-surpass-racial-bias\\\/\"},\"wordCount\":493,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/can-artificial-intelligence-surpass-racial-bias\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/www.allerin.com\\\/wp-blog\\\/wp-content\\\/uploads\\\/2022\\\/10\\\/ethical-AI.jpg\",\"keywords\":[\"ethical AI\"],\"articleSection\":[\"Artificial Intelligence\",\"Technology\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.allerin.com\\\/blog\\\/can-artificial-intelligence-surpass-racial-bias\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/can-artificial-intelligence-surpass-racial-bias\\\/\",\"url\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/can-artificial-intelligence-surpass-racial-bias\\\/\",\"name\":\"Can Artificial Intelligence Surpass Racial Bias?\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/can-artificial-intelligence-surpass-racial-bias\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.allerin.com\\\/blog\\\/can-artificial-intelligence-surpass-racial-bias\\\/#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/www.allerin.com\\\/wp-blog\\\/wp-content\\\/uploads\\\/2022\\\/10\\\/ethical-AI.jpg\",\"datePublished\":\"2022-11-11T05:15:38+00:00\",\"description\":\"Today, AI is constantly developing to mimic human behavior. 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