Dr. Carlotta A. Berry, PhD<p>Mitigating Bias In Machine Learning Review! <a href="https://blacktwitter.io/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://blacktwitter.io/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://blacktwitter.io/tags/BiasInAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BiasInAI</span></a> <a href="https://blacktwitter.io/tags/BlackSTEM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlackSTEM</span></a> <a href="https://blacktwitter.io/tags/BlackWomen" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlackWomen</span></a> <a href="https://blacktwitter.io/tags/BlackTwitter" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlackTwitter</span></a> <a href="https://blacktwitter.io/tags/BlackMastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlackMastodon</span></a> <a href="https://blacktwitter.io/tags/BlackFediverse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlackFediverse</span></a></p><p>Co-editor, Brandeis Marshall, PhD, EMBA <a href="https://ojs.stanford.edu/ojs/index.php/grace/article/view/3848/1816" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">ojs.stanford.edu/ojs/index.php</span><span class="invisible">/grace/article/view/3848/1816</span></a></p>
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#biasinai
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LavX News<p>AI Video Generation: The Unseen Biases of OpenAI's Sora</p><p>A recent investigation reveals that OpenAI's Sora, an AI video generation tool, perpetuates harmful stereotypes through its biased outputs. As the technology advances, the implications of these biases...</p><p><a href="https://news.lavx.hu/article/ai-video-generation-the-unseen-biases-of-openai-s-sora" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">news.lavx.hu/article/ai-video-</span><span class="invisible">generation-the-unseen-biases-of-openai-s-sora</span></a></p><p><a href="https://mastodon.cloud/tags/news" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>news</span></a> <a href="https://mastodon.cloud/tags/tech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tech</span></a> <a href="https://mastodon.cloud/tags/GenerativeAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>GenerativeAI</span></a> <a href="https://mastodon.cloud/tags/OpenAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenAI</span></a> <a href="https://mastodon.cloud/tags/BiasInAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BiasInAI</span></a></p>
CSBJ<p>🚨 AI Can Detect Race in Medical Images – But How? 🤖</p><p>This study finds AI models predict race from X-rays with 90%+ accuracy, even without explicit training! This raises serious bias risks in medical AI.</p><p>🔗 Interpretability of AI race detection model in medical imaging with saliency methods. DOI: <a href="https://doi.org/10.1016/j.csbj.2025.01.007" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1016/j.csbj.2025.01</span><span class="invisible">.007</span></a></p><p>📚 CSBJ Smart Hospital: <a href="https://www.csbj.org/smarthospital" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">csbj.org/smarthospital</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/MedicalAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MedicalAI</span></a> <a href="https://mastodon.social/tags/BiasInAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BiasInAI</span></a> <a href="https://mastodon.social/tags/EthicalAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EthicalAI</span></a> <a href="https://mastodon.social/tags/HealthcareInnovation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HealthcareInnovation</span></a> <a href="https://mastodon.social/tags/DigitalHealth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DigitalHealth</span></a> <a href="https://mastodon.social/tags/SmartHospital" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SmartHospital</span></a></p>
khushnuma<p>Ethical Data Science: Navigating Bias, Fairness, and Privacy in AI</p><p>As AI continues to shape our world, it's crucial to tackle the challenges of bias, fairness, and privacy. This article explores how data science professionals can approach these ethical dilemmas while ensuring more inclusive and responsible AI systems.📊🤖</p><p>Read The Full Article: <br><a href="https://reshukhushi.wordpress.com/2025/02/18/ethical-data-science-navigating-bias-fairness-and-privacy-in-ai" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">reshukhushi.wordpress.com/2025</span><span class="invisible">/02/18/ethical-data-science-navigating-bias-fairness-and-privacy-in-ai</span></a></p><p><a href="https://mastodon.social/tags/EthicalDataScience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EthicalDataScience</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/BiasInAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BiasInAI</span></a> <a href="https://mastodon.social/tags/Fairness" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Fairness</span></a> <a href="https://mastodon.social/tags/Privacy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Privacy</span></a> <a href="https://mastodon.social/tags/TechEthics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechEthics</span></a></p>
Rawatly<p>As AI technology continues to evolve, the importance of addressing ethical challenges cannot be overstated. By fostering a culture of responsibility and transparency, technologists and organizations can ensure that AI serves as a force for good.<br>Know More: <a href="https://www.rawatly.com/ai-ethics-in-the-spotlight-championing-fairness-and-transparency-in-tech-development/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">rawatly.com/ai-ethics-in-the-s</span><span class="invisible">potlight-championing-fairness-and-transparency-in-tech-development/</span></a><br>.<br>.<br>.<br><a href="https://mastodon.social/tags/AIethics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIethics</span></a> <a href="https://mastodon.social/tags/RAWATLY" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RAWATLY</span></a> <a href="https://mastodon.social/tags/ResponsibleAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ResponsibleAI</span></a> <a href="https://mastodon.social/tags/TechForGood" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechForGood</span></a> <a href="https://mastodon.social/tags/FairAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FairAI</span></a> <a href="https://mastodon.social/tags/DataPrivacy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataPrivacy</span></a> <a href="https://mastodon.social/tags/BiasInAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BiasInAI</span></a> <a href="https://mastodon.social/tags/EthicalTech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EthicalTech</span></a> <a href="https://mastodon.social/tags/AIFairness" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AIFairness</span></a> <a href="https://mastodon.social/tags/AccountableAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AccountableAI</span></a> <a href="https://mastodon.social/tags/FutureOfTech" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FutureOfTech</span></a></p>
Dr. Carlotta A. Berry, PhD<p><a href="https://blacktwitter.io/tags/AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AI</span></a> <a href="https://blacktwitter.io/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://blacktwitter.io/tags/BiasInAI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BiasInAI</span></a> <a href="https://blacktwitter.io/tags/STEMSaturday" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>STEMSaturday</span></a> <a href="https://blacktwitter.io/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DeepLearning</span></a> <a href="https://blacktwitter.io/tags/ComputerVision" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ComputerVision</span></a> <a href="https://blacktwitter.io/tags/Robotics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Robotics</span></a> <a href="https://blacktwitter.io/tags/ReinforcementLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ReinforcementLearning</span></a> </p><p>Meet the editors of "Mitigating Bias in Machine Learning" Dr. Carlotta Berry and Dr. Brandeis Hill Marshall (Brandeis Marshall, PhD) <br>This practical guide shows, step by step, how to use machine learning to carry out actionable decisions that do not discriminate based on numerous human factors, including ethnicity and gender.<br>On Sale On Amazon <a href="https://a.co/d/dtMizVH" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="">a.co/d/dtMizVH</span><span class="invisible"></span></a></p>
Dr. Carlotta A. Berry, PhD<p><a href="https://blacktwitter.io/tags/TechThursday" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TechThursday</span></a> <a href="https://blacktwitter.io/tags/NoireSTEMinist" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>NoireSTEMinist</span></a> <a href="https://blacktwitter.io/tags/MySTEMIsForTheStreets" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MySTEMIsForTheStreets</span></a> <a href="https://blacktwitter.io/tags/Speaking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Speaking</span></a> <a href="https://blacktwitter.io/tags/PublicSpeaking" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PublicSpeaking</span></a> <a href="https://blacktwitter.io/tags/SpeakingEngagements" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SpeakingEngagements</span></a> <a href="https://blacktwitter.io/tags/EngineeringEducator" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>EngineeringEducator</span></a> <a href="https://blacktwitter.io/tags/PurposefulProfessor" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>PurposefulProfessor</span></a> <a href="https://blacktwitter.io/tags/Roboticist" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Roboticist</span></a> <a href="https://blacktwitter.io/tags/BiasInAi" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BiasInAi</span></a> <a href="https://blacktwitter.io/tags/RoboticsEducation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RoboticsEducation</span></a> <a href="https://blacktwitter.io/tags/BlackSky" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlackSky</span></a> <a href="https://blacktwitter.io/tags/BlackAdemic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlackAdemic</span></a> <a href="https://blacktwitter.io/tags/WomenSTEM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WomenSTEM</span></a> <a href="https://blacktwitter.io/tags/BlackSTEM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BlackSTEM</span></a><br>Available for Speaking Engagements<br><a href="https://youtu.be/nsC_FKPqW-I?si=5In4nZYBEMf7dQsD" rel="nofollow noopener noreferrer" target="_blank"><span class="invisible">https://</span><span class="ellipsis">youtu.be/nsC_FKPqW-I?si=5In4nZ</span><span class="invisible">YBEMf7dQsD</span></a></p>
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