Vonk Design Studio
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About the Prediction Machine

TL-002 · for teachers

Open the activity Open worksheet 2A

What pupils do

What it teaches, and why it is true of real AI

How NEXT works

NEXT and real chatbots

NEXTReal chatbots
What it looks at
What it learned from
What it stores
Units
Picking a word
After training

What we simplified, and why

What it does not teach

In class

Sources

  1. Shannon, C. E. (1948). A mathematical theory of communication. Bell System Technical Journal, 27(3).
  2. Jurafsky, D. & Martin, J. H. Speech and Language Processing, chapter 3: N-gram language models (3rd edition draft).
  3. Walan, S. (2024). Primary school students' perceptions of artificial intelligence – for good or bad. International Journal of Technology and Design Education.
  4. Liu, H. & Tang, Z. (2025). Understanding teenagers' mental models of generative AI: insights from drawings and interviews. Proceedings of the Association for Information Science and Technology, 62(1).
  5. Ennion, M. (2025). Generative AI in English sixth form education: student use, perceptions, and literacy gaps. Preprint, Research Square.
  6. Dodge, M. M. (1865). Hans Brinker; Or, The Silver Skates. Project Gutenberg #764. Andriessen, P. J. De zilveren schaatsen. Project Gutenberg #60777.