#AlgorithmicBias

Ghanaian fitness trainer Achieve Doctor has publicly voiced his frustration with TikTok’s portrayal of Africa, criticizing the platform for reinforcing a narrow and negative narrative. He observed a familiar pattern; lopsided videos dominated by images of poverty, conflict, and despair. For Doctor, who uses his platform to champion wellness, discipline, and health, the experience was not just disappointing but deeply disrespectful. Like many others, he argues that this kind of algorithmic bias is no accident. To travel, relocate, or invest in Africa, email [email protected]. Get your copy of Africa 101 at panafricanlifestyle.com. 🎥 @achieve_doctor #Ghanaian #AfricanDiaspora #Africa

What is AI Governance? AI Governance Issues? Algorithmic Bias | Responsible AI | Prof Sachin Kumar Welcome to my channel! In this video, we’ll unpack the concept of AI Governance — what it is, why it matters, and the pressing issues it addresses. AI Governance refers to the policies, regulations, and practices that guide the ethical and responsible use of AI systems. It’s about ensuring AI is designed, deployed, and managed in ways that are fair, transparent, and aligned with societal values. This is crucial as AI becomes more pervasive in our daily lives, from healthcare and education to finance and public safety. One of the key challenges in AI governance is algorithmic bias. AI systems can unintentionally amplify societal biases, leading to unfair treatment and discrimination. Addressing these issues requires careful design, inclusive data practices, and robust oversight. Responsible AI is the foundation of good AI governance. It involves prioritizing human-centered approaches, safeguarding privacy, and fostering trust in technology. In this video, I’ll explain the core principles of AI governance, highlight real-world governance challenges, and explore how we can tackle algorithmic bias to ensure AI works for everyone. Subscribe to my channel for more deep dives into AI ethics, governance, and technology’s impact on society! #AIGovernance #AlgorithmicBias #ResponsibleAI #ProfSachinKumar #AIChallenges #EthicalAI #DigitalTransformation #ai #artificialintelligence #innovation #research #aiexploration #aiskillset #aiinnovation #lecture #aiworkshop #getready #aischool #aitraining #aiproducts #aigenerated #aiartist #aicommunity #aiprofessor #profsachinkumar #openai #callforsubmissions #aiconference #futureskills #profsachinkuma

Algorithmic Bias! Follow @theabhijitchavda for mind-bending insights on History, Science, and Geopolitics. In this video I talk about AI. I explain how it is programmed with a set of statistical equations. I talk about how a data set in artificial intelligence is limited. If data is input in the data set with a bias in it, the machine learns this behaviour. Finally, when the users look for this data, they will be served with this biased data. #abhijitchavda #history #science #geopolitics #currentaffairs #science #history #indianhistory #india #historyoftheworld #worldhistory #algorithms #ai #artificialintelligence #intelligence #aitechnology

Shamma Al-Qutbah, TRENDS Researcher, in a new episode of Zoom Out titled Algorithmic bias and single-mindedness. #TRENDS #ZoomOut #AlgorithmicBias #SingleMindedness #TechEthics #DigitalSociety شما القطبة، الباحثة في «تريندز»، في حلقة جديدة من برنامج «زووم آوت» بعنوان “التحيز الخوارزمي وأحادية التفكير”. #تريندز #زووم_آوت #التحيز_الخوارزمي #أحادية_التفكير #أخلاقيات_التكنولوجيا #المجتمع_الرقمي

This is how I have been using the Asian opening range to form trade ideas for the last 3 years. This is the pinnacle of session bias. Simple—Systematic—Algorithmic Model: 1- Asia high/low turtle souped 2- HTF Key Level tapped into (4h/Daily) 3- Displacement back into the Asia range 4- Anticipate a retracement 5- ENTRY (use any PD array) Targets: TP 1 = Asia range midpoint/EQ (50%) TP 2 = Opposing end of the Asia range #ict #innercircletrader #crt #futurestrading #forextrader #tradingstrategy #trading

Ever wonder why you see the same type of content all the time? That's #AlgorithmBias at play! It's time to learn how these hidden codes shape what you see online. Stay tuned for more! @instagram @creators @cogenttalks @jaimipanchal . . . . . #cogenttalks #cogenttalkswithjaimipanchal #entrepreneur #business #motivation #success #entrepreneurship #algorithms #bias #algorithmbias #socialmedia #widenyourperspective #digitalmarketing #algorithm #inspiration #mindset #smallbusiness #goals [Algorithmic bias, algorithm bias, algorithm, social media, digital marketing]

AI is not inherently prejudiced; it is a statistical mirror of the data it consumes. For decades, India’s digital archive was shaped by a narrow demographic, primarily consisting of urban, English-speaking, and upper-caste individuals. Consequently, AI models were trained on a skewed worldview where "leadership" often correlates with specific surnames, while marginalized communities are frequently framed through the limited lenses of victimhood or manual labor. This is a phenomenon known as Algorithmic Bias. Through Semantic Proximity, AI calculates the probability of words appearing together. If historical data consistently pairs "success" with certain castes and "poverty" with others, the AI treats these social patterns as mathematical truths. The risk is systemic: if recruitment AI filters resumes based on these ingrained stereotypes, it risks institutionalizing historical discrimination. Just as global tech firms worked to mitigate racial bias, India requires proactive "de-biasing." This process involves using inclusive datasets and human oversight to ensure AI reflects an equitable future rather than a biased past.

The world’s most dangerous virus is the algorithm. “That was done by people who were conditioned. Over and over. With every click. With every time they opened that app.” — @techwithx In Myanmar, Facebook’s algorithm didn’t fail—it functioned exactly as designed. False narratives spread faster than facts. Hate content received the most engagement. A UN investigation confirmed the outcome: social media helped incite genocide. This isn’t fiction. This is code weaponized. The next war isn’t fought with tanks. It’s fought through your timeline. 🎥 Full High-Level Conversation drops today at 4:44 PM on YouTube via Earn Your Leisure Comment HLC for link

Garbage in, garbage out. Algorithmic bias begins with the data you feed, the code you write, and the human review you apply. Examine your inputs, audit the algorithm, and keep human oversight before any output is used. يبدأ التحيّز الخوارزمي من البيانات والمدخلات، فدقّقها وابقَ على المراجعة البشرية قبل أي مخرجات. #AI #Algorithms #Bias #Ethics #LawAndTechnology #Accountability #DataGovernance This excerpt is from my interview on @halaarabiatv , in the program "Arabia AI". Watch the full interview via link in bio.

🎙️ Tech Talk Tuesday | Tackling Algorithmic Bias in Diverse Societies How do we make sure AI systems are fair in places like Saint Lucia — and beyond? 🌎💻 In this powerful conversation, Janieve Lamar breaks it down: ✅ Start with diverse teams and perspectives ✅ Build bias-free data collection practices ✅ Monitor and audit your AI models over time to catch any drift and ensure fairness Bias isn’t just a one-time fix — it’s a before, during, and after responsibility. 🛠️ Tune in to learn why maintaining fairness in AI must be intentional at every step! 🎥 Watch the full clip now and join the movement toward more inclusive technology. #TechTalkTuesday #AIForGood #AlgorithmicBias #DiversityInTech #CaribbeanVoices #EthicalAI #SaintLucia #InnovationWithPurpose #Orbtronics #PresenceByP1

AI Bias Isn’t Just an Ethical Problem It’s a Cybersecurity Threat Attackers are exploiting algorithmic bias to evade detection, skew decisions, and manipulate AI systems in critical sectors. If your model can be gamed through its bias—it’s vulnerable. How can we secure AI systems against bias exploitation? Let’s talk about bias audits, explainable AI, and adversarial testing. #CyberSecurity #AIThreats #AlgorithmicBias #AdversarialAI #MachineLearning #ResponsibleAI #ThreatIntelligence #BiasExploitation #NextGenSecurity #AI #TechLeadership #InfoSec