Architecture
Cognitive Architecture Overview
An introduction to multi-layer cognitive architectures. Why layered designs matter for general intelligence, and how to structure systems from perception to action.
Research Notes
Explorations, design documents, and working notes on cognitive systems. These are works in progress — ideas being developed in public.
Consciousness
Consciousness Engine Concepts
Exploring emotional, ethical, causal, and metacognitive engines as building blocks for self-aware systems. How these subsystems inform decision-making.
Architecture
Multi-Model Debate Patterns
Consensus through disagreement. When to use debate vs single-model approaches, and patterns for multi-round iterative refinement.
Planning
Uncertainty and Metacognition
Knowing what you don't know. Self-monitoring in AI systems, epistemic humility, and confidence calibration.
More research notes coming soon. Follow on GitHub for updates.