Curated knowledge gardens
Knowledge Gardens
Seven focused Chinese-language libraries connect papers into reusable maps of concepts, methods, systems, and evaluation. The Markdown source stays visible and maintainable instead of being expanded into hundreds of generated pages.
AI Agents
AI Agents
From action loops and tools to runtime safety, training, and evaluation.
Open libraryDeepSeek Systems and Models
DeepSeek Systems and Models
A connected reading path across model reports, architecture, training, inference, and open-source infrastructure.
Open libraryRetrieval-Augmented Generation
Retrieval-Augmented Generation
A traceable path from corpus construction and retrieval to grounded generation and evaluation.
Open librarySparse Attention
Sparse Attention
Long-context attention from complexity and sparse topology to dynamic routing and kernels.
Open libraryLong-Horizon Agents
Long-Horizon Agents
State consistency, memory, recovery, and evaluation across long-running tasks.
Open libraryRecursive Self-Improvement
Recursive Self-Improvement
Definitions, evidence standards, self-evolving agents, and automated research loops.
Open libraryContinual Learning and TTT
Continual Learning and TTT
How models keep learning after training while controlling forgetting and drift.
Open librarySource material is curated from OasisMind. The original Markdown path is linked on every page.