Documentation

Start

• Why memory is the substrate
• Projects overview
• References and Influences

Core Architecture

• Research Engineering Map
• earth-database · local memory core
• Memory Dropbox · event-sourced substrate
• Obversary-OS · runtime
• What memory substrates are for

Memory and Events

• Memory / Event Substrate

Evaluation Systems

• Evaluation Systems
• Failure traces
• Failure-Induced Benchmarks
• Failure-Sliced Evaluation

Foundations

• Math Boundaries for AI Systems

Data Intelligence

• PDF-MD Tools
• PDF Staging Workspace
• PDF Intelligence Core

Agent / RL Foundations

• RL Agent Template
• Agent Skeletons
• PyTorch DQN agent

Security Research

• Security Research
• Prompt injection
• GitHub git push RCE
• Lightning package compromise PSA
• Failure as signal

Experiments

• Failure Discovery