Human in the Loop: while harnessing AI's transformative powers, we must rely on human judgment to correct these biases. Human being need to be placed at the right points to collaborate and correct. The "human in the loop" approach is here to stay.
ETHICS
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AI Models Implement Bias Mitigation Strategies for Improvement
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Not all AI models suffer from these biases. Many of them have implemented various mitigation strategies to address such issues. These include ‘Fine-tuning’, ‘Reinforcement Learning from human feedback’, ‘Constitutional AI’, and ‘debiasing’. LLMs are steadily improving. As they
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AI Image Generation Model Perpetuates Indian Stereotype Bias
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So, I asked the model to add diversity of age, gender, and race, including Indians, it produced Image 2 (below). The model added Indian faces with red ‘bindis’ on their foreheads as if it were mandatory for Indian executive attire! Clearly we have a problem.
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Addressing AI Image Generation Bias in Diverse Demographics
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The bad news is AI has biases. The good news is we can fix them. I asked a specific model to generate an image of senior Asian executives sitting around a round table. I won't name the model, as the idea is to focus on the issue rather than criticize any company. The model
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AI Murder Report: Critical Slides 38-41 Analysis
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Hello Internet I’d like to report a murder. (See particularly slides 38-41.)
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DODGE Plan Risks Replacing Federal Experts With AI Tools
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Imagine what will happen if DODGE replaces federal workers with these tools to perform all the tasks that expert federal workers do. We write “There is no “one weird trick” that removes experts & creates miracle machines that can do everything that humans can do, but better."
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Why AI Speech Recognition Got Worse Despite Hype
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In Scientific American, @asmelashteka & I ask: "In the age of unbridled AI hype, with the likes of Elon Musk claiming to build a “maximally truth-seeking AI,” how did we come to have less reliable speech recognition systems than we did before?"
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Deep Understanding of Reality Carries Intrinsic Dual Use Implications
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> Deep understanding of reality is intrinsically dual use. is a wonderful sentence (and broader insight).
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Hundreds of millions will let AI record everything they see
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At some point in the coming years, hundreds of millions of people will be allowing their AI to listen to and / or watch and record everything they hear and see. The people around them will often be unaware it’s happening. This will be weird for most, but become the norm.
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Anthropic CEO Warns of Large-Scale Industrial Espionage on AI Secrets
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Il existe des « secrets à 100 millions de dollars qui ne tiennent qu’en quelques lignes de code ».
— VISION IA (@vision_ia) 14 avril 2025
Le PDG d’Anthropic, Dario Amodei, redoute un « espionnage industriel à grande échelle ».
« Je suis sûr qu’il y a des gens qui essaient de les voler… et il se peut qu’ils y… pic.twitter.com/vc1iK2wjfbIl existe des « secrets à 100 millions de dollars qui ne tiennent qu’en quelques lignes de code ». Le PDG d’Anthropic, Dario Amodei, redoute un « espionnage industriel à grande échelle ». « Je suis sûr qu’il y a des gens qui essaient de les voler… et il se peut qu’ils y