11 items with this tag.

Projects

Context Gardening

The prevailing term in AI tooling is "context engineering" — but this framing assumes one person can know in advance wha...

Agent Architecture

Building Deep Research Agents: A Practical Technical Guide

A comprehensive technical guide to building production-ready deep research agents. Covers the framework landscape (LangG...

Knowledge Graphs

Ontological Composition: Transferring Organizational Structure Across Knowledge Domains

The concept of "ontological composition"—using organizational structures discovered in one domain to illuminate structur...

Agent Architecture

Heavy vs Light Scaffolding for AI-Native Reflection Systems

The emerging consensus from both academic research and production experience strongly favors minimal scaffolding for sem...

Projects

Tristero: Event-Sourced Knowledge Systems with Emergent Ontology

Tristero is an event-sourced knowledge system where the ontology—the categories, types, and relationships that organize...

Knowledge Graphs

Advanced RAG architectures for LACE's emergent ontology system

Five cutting-edge RAG architectures—hypergraph memory, Graph-O1, MegaRAG, Bidirectional RAG, and MiA-RAG—offer transfera...

Knowledge Graphs

Dynamic Adaptive Knowledge Graph Systems: A Design Space Framework

A comprehensive design space framework for building living knowledge bases that evolve through use, combining small lang...

Llm Benchmarks

Benchmark of Benchmarks for LLM Knowledge Graph Operations

Comprehensive survey mapping 47 benchmarks across relation extraction, link prediction, schema evolution, and multi-hop...

Knowledge Graphs

Multi-Source AI Notebooks: NotebookLM and LACE

An analysis of Google's NotebookLM architecture and how it synthesizes information from multiple documents using retriev...

Knowledge Graphs

Designing Dynamic Semantic Retrieval and Long-Term Memory in Knowledge Systems

Evolving knowledge systems face challenges in semantic search precision and long-term memory management. This article ou...

Small Models

Building a small model swarm for psychographic graph modeling

Production-ready architecture using LangGraph orchestration, Graphiti temporal knowledge graphs, and specialized 1-7B mo...