ChatGPT and Wolfram: A tale of two AIs
Jun 3, 2023
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Jon McLoone
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In the rapidly evolving field of artificial intelligence (AI), two distinct paradigms have emerged: statistical AI and symbolic AI. Statistical AI, exemplified by models such as ChatGPT, excels at natural language understanding and generation, leveraging vast amounts of data to make predictions and generate responses. Symbolic AI, exemplified by systems like Wolfram Alpha, excels at formal reasoning, knowledge representation, and symbolic computation. Each paradigm has its own strengths and weaknesses, and the integration of both approaches has the potential to unlock new capabilities and applications. In this talk, we explore the unique characteristics of statistical and symbolic AI, highlighting their respective advantages and limitations. The talk will delve into the power of ChatGPT's language modeling and Wolfram Alpha's computational knowledge engine, and discuss how Wolfram is pioneering efforts to synergistically combine these two AI paradigms. By leveraging the complementary strengths of both statistical and symbolic AI, we aim to create a unified AI system capable of providing human-like language understanding, precise reasoning, and dynamic computation.In the rapidly evolving field of artificial intelligence (AI), two distinct paradigms have emerged: statistical AI and symbolic AI. Statistical AI, exemplified by models such as ChatGPT, excels at natural language understanding and generation, leveraging vast amounts of data to make predictions and generate responses. Symbolic AI, exemplified by systems like Wolfram Alpha, excels at formal reasoning, knowledge representation, and symbolic computation. Each paradigm has its own strengths and weak…
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Machine Learning Prague
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AI & Data Science
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Software & Programming
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About Machine Learning Prague
Machines can learn. Incredibly fast. Faster than you. They are getting smarter and smarter every day. They are already changing your world, your business and your life. Artificial intelligence revolution is here. Come and learn how to turn this threat into your biggest opportunity. This is not another academic conference. Our goal is to foster discussion between machine learning practitioners and all people who are interested in applications of modern trends in artificial intelligence. You can look forward to inspiring people, algorithms, data, applications, workshops and a lot of fun during three days as well as at two great parties.
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