llmsunplugged.org valid

LLMs Unplugged

Every page below is also served as markdown at its HTML path plus .md (https://www.llmsunplugged.org/a/ → https://www.llmsunplugged.org/a/index.html.md), linked from its head. llms-full.txt has every page's text in one file (about 63k tokens; slide decks are left out).

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-23T08:11:22.301Z. Cached copy · Source on llmsunplugged.org

# LLMs Unplugged

Every page below is also served as markdown at its HTML path plus `.md` (`https://www.llmsunplugged.org/a/` → `https://www.llmsunplugged.org/a/index.html.md`), linked from its head. [llms-full.txt](https://www.llmsunplugged.org/llms-full.txt) has every page's text in one file (about 63k tokens; slide decks are left out).

## Pages

- [About](https://www.llmsunplugged.org/about/): The history and foundations of LLMs Unplugged, from CS Unplugged to Shannon's information theory.
- [Workshop blurbs](https://www.llmsunplugged.org/blurbs/): Standard descriptions of the LLMs Unplugged workshop at various lengths, for hosts, event organisers, and conference programs.
- [FAQ](https://www.llmsunplugged.org/faq/): Frequently asked questions about using LLMs Unplugged resources, materials needed, and how the activities relate to modern AI.
- [Try it yourself](https://www.llmsunplugged.org/try-it/): Build a language model at the kitchen table in twenty minutes, with a pen, some paper and something random, and use it to write a sentence nobody has written before.

## Decks

- [LLMs Unplugged — How AI writes stories (ledger, 45 min)](https://www.llmsunplugged.org/decks/how-ai-writes-stories-ledger-45min/): A 45-minute school workshop (ages 10-16) using paper ledger sheets and a cup of coloured counters to discover how AI writes stories
- [LLMs Unplugged — How AI writes stories (ledger)](https://www.llmsunplugged.org/decks/how-ai-writes-stories-ledger/): A 90-minute school workshop (ages 10-16) using paper ledger sheets and a cup of coloured counters to discover how AI writes stories
- [LLMs Unplugged — How AI writes stories](https://www.llmsunplugged.org/decks/how-ai-writes-stories/): A 90-minute primary-school workshop (years 5-6) using paper cutout language models to discover how AI writes stories
- [LLMs Unplugged — My First Language Model (2 hours)](https://www.llmsunplugged.org/decks/my-first-language-model-2h/): A 2-hour grid-flavour workshop for high schoolers to adults --- train a language model on paper, generate text with dice, scale up with pre-trained booklets, then extend the model with tools (agentic AI)
- [LLMs Unplugged — My First Language Model (60 min)](https://www.llmsunplugged.org/decks/my-first-language-model-60min/): A 60-minute grid-flavour workshop for high schoolers to adults --- train a language model on paper, then generate text with dice
- [LLMs Unplugged — My First Language Model (90 min)](https://www.llmsunplugged.org/decks/my-first-language-model-90min/): A 90-minute grid-flavour workshop for high schoolers to adults --- train a language model on paper, generate text with dice, then scale up with pre-trained model booklets

## Lessons

- [Build, break, extend](https://www.llmsunplugged.org/lessons/build-break-extend/): An extended cutouts workshop. Build paper language models from scratch, combine them, break them (sycophancy), extend them with tools, and finish with a poetry slam.
- [How AI writes stories with a
…

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