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How AI Guesses the Next Word

Tokens, patterns, training and honest limits.

Six topics on chatbots for class 9 to 10: tokens, clear prompts, next-word guessing, training at a high level, honest limits, and using AI with school integrity.

Class 9 to 106 topicsbeginnerabout 1h 43m
0 of 6 topics complete0%
Start with Text as Tokens

What you will be able to do

  • Explain tokens versus whole words
  • Describe next-word guessing as pattern matching, not magic
  • Give a simple picture of training from examples
  • Spot when an AI answer needs checking

Topic sequence

Follow it in order. Each topic assumes the one before it.

01Text as TokensbeginnerClass 9 to 10animated labLanguage models read text as tokens, small pieces that may be whole words or parts of words. Limits count tokens, not pages.02Ask Clear QuestionsbeginnerClass 9 to 10Chatbots answer better when you say who you are, what you need and how long the answer should be. Vague prompts get vague replies.03Guessing the Next WordbeginnerClass 9 to 10animated labA language model scores likely next tokens from patterns in training data. Many guesses in a row become a full answer.04How Models LearnbeginnerClass 9 to 10Training shows the model billions of examples, adjusts its internal settings when guesses are wrong, and tests on new text.05When AI Is WrongbeginnerClass 9 to 10Models can sound sure while inventing facts or repeating bias. Check important answers and use AI as a helper, not a boss.06Use AI HonestlybeginnerClass 9 to 10School rules about AI vary. Disclose help, cite your thinking and never hand in work you cannot explain.

How this path closes

01

Project

Apply the whole sequence to one build.

02

Assessment

Quizzes across every topic in the path.

03

Requirements met

Every topic complete and an average of at least 70% across the quizzes.

04

How AI Guesses the Next Word

Your CodexLab Path Certificate, issued the moment you qualify.

Finishing this path earns the How AI Guesses the Next Word certificate, awarded by CodexLab. See the requirements and your progress.