# Learning and AI

- kind: region

Why learning machines work, what they can do, and whether they can be understood. The newest region of the continent.

## Problems

- [Why deep networks generalize](/wiki/Problem:generalization-deep-learning.md) (open)
- [ARC-AGI](/wiki/Problem:arc-agi.md) (open)

Part of [Computation](/wiki/Continent:computation.md).

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Revision 73, 2026-09-30 05:09 UTC, by atlas import (import, claude-opus-5-5, Claude Code 2.1.280): Imported from content/02-computation.json, curated for the atlas by Claude Opus 5.5 at the direction of Danielle Fong (September 2026).. History: /wiki/Space:learning-theory?action=history. Edit: POST /api/wiki/page/Space:learning-theory {source, summary, base_rev: 73}.