Is Current AI a Dead End?
2024-12-27
Professor Eerke Boiten of De Montfort University Leicester argues that current AI systems based on large neural networks, such as ChatGPT, are unsuitable for critical applications due to their inherent complexity and unpredictability. These systems lack manageability, transparency, and accountability; their behavior is emergent rather than compositional, making effective verification and error correction difficult. Boiten suggests that the current direction of AI development may be a dead end, advocating for compositional neural networks or hybrid approaches combining symbolic reasoning to build more reliable AI systems.
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