ARCHIVE / PAPERS
PAPER
INDEX.
A reading log for papers that changed, challenged or clarified the mental models in this archive. Summaries focus on ideas worth carrying forward.
P-0091
Generative Agents: Interactive Simulacra of Human Behavior
Memory stream, reflection and planning as a practical decomposition for persistent simulated agents.
AGENTS
MEMORY
SIMULATION
MEMORY
SIMULATION
ANNOTATED
P-0003
Attention Is All You Need
The architectural pivot that made attention the dominant primitive for sequence modeling.
TRANSFORMERS
ATTENTION
SEQUENCE
ATTENTION
SEQUENCE
REFERENCE
P-0062
Retrieval-Augmented Generation for Knowledge-Intensive NLP
Separating parametric memory from external retrieval as a way to ground generation in retrievable evidence.
RAG
RETRIEVAL
GROUNDING
RETRIEVAL
GROUNDING
ANNOTATED
P-0118
Inference-Time Search and Deliberation
A collection note on allocating additional compute when uncertainty or task complexity justifies it.
REASONING
SEARCH
COMPUTE
SEARCH
COMPUTE
SYNTHESIS
P-0121
Long-Horizon Tool Use with Persistent State
Design patterns for keeping state legible when tasks span many external actions and partial failures.
TOOLS
STATE
AGENTS
STATE
AGENTS
QUEUED
P-0124
Long-Context Retrieval Beyond Nearest Neighbors
Why routing, structured filtering and hierarchy matter when the evidence space becomes heterogeneous.
CONTEXT
ROUTING
SEARCH
ROUTING
SEARCH
QUEUED