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Mike Young @mikeyoung44

AI Models Solve 100x More Complex Problems Than Training Data

AI models learn to solve 100x more complex problems than their training data through self-learning & generating own solutions. They start with simple tasks, then use those solutions to tackle harder ones, like arithmetic & maze solving.

This is a Plain English Papers summary of a research paper called AI Models Learn to Solve Problems 100x More Complex Than Their Training Data. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter.

  
  
  Overview

Research shows language models can improve through self-learning
Models generate and learn from their own solutions 
Successfully tackles harder problems beyond initial training
Works for arithmetic, string tasks, and maze solving
Achieves 100-digit addition from 10-digit training

  
  
  Plain English Explanation

Think of a student who start...