Nicholas Fearn is a freelance technology and business journalist from the Welsh Valleys.
MIT researchers have developed a new method to help artificial intelligence systems conduct complex reasoning tasks in three areas including coding, strategic planning and robotics.
The scientists detailed their findings in three papers published on the arXiv pre-print server Oct. 30 2023, Dec. 13 2023 and Feb. 28. The first library, called the"Library Induction from Language Observations" synthesizes, compresses, and documents computer code. The second, named"Action Domain Acquisition" covers AI sequential decision making.
By submitting your information you agree to the Terms & Conditions and Privacy Policy and are aged 16 or over."Library learning represents one of the most exciting frontiers in artificial intelligence, offering a path towards discovering and reasoning over compositional abstractions," said Robert Hawkins, assistant professor of psychology at the University of Wisconsin-Madison, in a statement.
Because LILO can understand natural language, it can detect and omit vowels from strings of code and draw snowflakes — just like a human software engineer could by leveraging their common sense. By better understanding the words used in prompts, LLMs could one day draw 2D graphics, answer questions related to visuals, manipulate Excel documents, and more.
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