Articles from AAIFS on artificial intelligence, explainable AI, ethics, policy and the future of technology.
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Exploring Explainable AI: Bridging the Gap Between Machine Learning and Human Understanding
Artificial intelligence (AI) is rapidly transforming industries, but the opacity of machine learning models presents a major challenge for widespread adoption. Explainable AI (XAI) addresses this issue by improving the interpretability and transparency of AI systems. This article explores the core techniques, challenges, and future directions of XAI, focusing on its significance for AI practitioners…
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Ethical Implications of Generative AI: Guidelines for Responsible Development
Generative AI has ushered in a new era of creativity and automation, with models like GPT and Stable Diffusion reshaping industries. However, the power of these tools also raises critical ethical concerns, from misinformation to bias and misuse. This article explores the ethical implications of generative AI, focusing on technical challenges and offering guidelines for…