The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) cover image

AI Trends 2024: Machine Learning & Deep Learning with Thomas Dietterich - #666

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

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Challenges in AI Systems and the Need for Modular Organization

AI systems struggle with regulating output in accordance with social and ethical norms, adapting to novel situations, and applying general reasoning and rules outside of their domain. This highlights the need for a separate module in AI systems to monitor ethical acceptability and an ability to fall back on symbolic or logical thinking. Additionally, AI systems lack capabilities in planning and reasoning, indicating the need for a modular organization in AI systems similar to the modular organization in biology, with specific modules dedicated to addressing these shortcomings.

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