The graph

577 terms and 2284 links between them. Drag to move, zoom with the buttons or by holding the command key while you scroll, hover to see what a term connects to, click to read it. Colour is the section it belongs to, and a bigger dot has more links.

Sections

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• The Foundations18
• Maths and Statistics34
• Classical Machine Learning30
• How the Machinery Works36
• Other Kinds of Neural Network5
• Language Models Specifically27
• Data21
• Building and Using Models12
• Training and Post-training26
• Measuring Performance31
• Extending and Applying Models5
• Retrieval and Knowledge22
• Agents and Tools34
• Making Models Smaller, Faster and Cheaper17
• Controlling and Extending Behaviour at Run Time18
• Hardware, Compute and Training Mechanics9
• Cost, Speed and Service Levels5
• Running It in Production22
• Problems, Risks and Ambitions12
• Alignment and Safety Concepts23
• Testing, Safeguarding and Running Models in Practice22
• Security and Privacy28
• Governance, Law and Regulation32
• Society and Impact21
• Product and Adoption24
• Modalities and Applications26
• Adjacent Fields17