Neuro-Symbolic AI: Design transparent and trustworthy systems that understand the world as you do

Price: $39.99
(as of Dec 14,2024 06:37:38 UTC – Details)

Publisher ‏ : ‎ Packt Publishing (May 31, 2023)
Language ‏ : ‎ English
Paperback ‏ : ‎ 196 pages
ISBN-10 ‏ : ‎ 1804617628
ISBN-13 ‏ : ‎ 978-1804617625
Item Weight ‏ : ‎ 12.3 ounces
Dimensions ‏ : ‎ 9.25 x 7.52 x 0.42 inches

Neuro-Symbolic AI: Design transparent and trustworthy systems that understand the world as you do

Neuro-Symbolic AI is a cutting-edge approach to artificial intelligence that combines the power of neural networks with symbolic reasoning to create more transparent and trustworthy systems. By integrating the strengths of both neural networks, which excel at pattern recognition, and symbolic reasoning, which excels at logic and reasoning, Neuro-Symbolic AI can better understand the world in a way that aligns with human intuition and knowledge.

One of the key benefits of Neuro-Symbolic AI is its ability to provide explanations for its decisions and actions, making it easier for users to trust and understand the system’s behavior. This transparency is crucial for ensuring that AI systems are accountable and can be trusted by users.

Additionally, Neuro-Symbolic AI has the potential to bridge the gap between the black-box nature of deep learning models and the more interpretable nature of symbolic reasoning systems. By combining these two approaches, Neuro-Symbolic AI can provide a more holistic understanding of complex problems and make more informed decisions.

Overall, Neuro-Symbolic AI offers a promising path forward for designing AI systems that are not only powerful and efficient but also transparent and trustworthy. By creating systems that understand the world as we do, we can build AI technologies that better serve humanity and align with our values and beliefs.
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