Mapping the Forest of Vocabulary
Chapter 1

How AI and trees build networks

Chapter 2

The alphabet of the canopy and tokens

Chapter 3

Guiding the canopy and prompt engineering

Chapter 4

Illusions of the wild and hallucinations

YOUR GOAL

Master of The secret language of trees and chatbots

Ch 1 · How AI and trees build networks
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007skaty The scale of artificial intelligence training datasets.

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007skaty AI Mycorrhizal Network Mapping

Tracing the lines where the trees connect, mapping the web of the deep forest floor.

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Individual survival relies on invisible systems of mutual support.

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007skaty Underground networks connect forest trees to share resources

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Training on a million leaves

007skaty AI models analyze ten trillion tokens of text to learn grammar, while mature oak trees grow 700,000 leaves

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Mapping the forest of vocabulary

007skaty Holographic neon lines map a vocabulary forest with AI writing in the treetops

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How AI and trees build networks
BETA

007skaty Link roots and data nodes to discover how trees and AI build smart networks.

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Fun Fact

Tree communications: When attacked by insects, trees can emit chemical distress signals that attract predatory bugs to eat the pests.

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Glossary
mycorrhizal network (noun)
An underground network of fungal hyphae that links the root systems of different plants. In 2026, scientists used machine-learning models to map these subterranean pathways across global forest ecosystems.

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Gossip

Which network is more impressive?

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Quiz

What underground network did ecologist Suzanne Simard discover that allows trees to share resources?

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007skaty How artificial intelligence networks mirror the communication systems of acacia trees

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Quiz

What breakthrough AI architecture, released in 2017, introduced the concept of "self-attention"?

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Quiz

Why does a large language model require trillions of words during its training phase?

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Quiz

How does an AI model represent the relationships between different words mathematically?

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Quiz

What technology do canopy scientists use to map the 3D structure of forest trees?

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Quiz

How do African acacia trees warn their distant neighbors about hungry herbivores like giraffes?

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Quiz

Approximately how many tokens of text were used to train modern large language models like GPT-4?

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Quiz

In what way is a mycorrhizal network similar to an artificial neural network?

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