Facebook Developed an AI to Process Complex Math Equations
Daniel Johnson — January 14, 2020 — Tech
Facebook developed an AI system that has the ability to solve complex math equations. The system is able to do this by viewing complex math equations as a form of language, and from there the AI deals with a problem in a similar way to the translation process between languages.
The company also made a statement about the training process for the AI system, "By training a model to detect patterns in symbolic equations, we believed that a neural network could piece together the clues that led to their solutions, roughly similar to a human's intuition-based approach to complex problems."
Additionally, Facebook's AI was so successful that it worked 99.7% of the time when working on integration problems. Overall Facebook's system shows potential applications for AI technology.
Image Credit: Shutterstock
The company also made a statement about the training process for the AI system, "By training a model to detect patterns in symbolic equations, we believed that a neural network could piece together the clues that led to their solutions, roughly similar to a human's intuition-based approach to complex problems."
Additionally, Facebook's AI was so successful that it worked 99.7% of the time when working on integration problems. Overall Facebook's system shows potential applications for AI technology.
Image Credit: Shutterstock
Trend Themes
1. Math-equation-solving AI - The development of AI systems that can solve complex math equations presents an opportunity for disruptive innovation in the education and technology industries.
2. Language-based AI Problem-solving - Viewing complex math equations as a form of language has the potential to revolutionize the way AI systems approach problem-solving in fields such as finance, engineering, and physics.
3. Neural Network-based AI Training - Training AI models to detect patterns in symbolic equations could lead to the development of more advanced neural network training methods that have applications in a variety of industries, from healthcare to logistics.
Industry Implications
1. Education - The development of AI systems that can solve complex math equations could disrupt the education industry by providing more personalized learning experiences.
2. Technology - AI systems that can solve complex math equations have potential applications in the technology industry, such as developing more advanced algorithms or improving cybersecurity.
3. Finance - Language-based AI problem-solving could lead to the development of more accurate financial models and forecasting methods, disrupting the finance industry.
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