A systems-level analysis engine that models sleep as a recovery debt process rather than a nightly outcome. Using physiological traits and ecological pressure signals, it estimates predicted sleep need, quantifies sleep debt, and visualizes how stress accumulates silently before visible fatigue or failure occurs.

Let's activate Net://Anchor

A post-symbolic physics framework modeling intelligence, collapse, and emergence through entropy flow.

Veloclade is a research prototype of a neuro-symbolic knowledge graph system. It uses clade-inspired hierarchy + embedding clustering (sentence-transformers) to control ontology growth and mitigate subclassing explosion. Designed for experimentation in hybrid reasoning and AI knowledge representation.

Xctopus (Alpha): An Adaptive Knowledge Architecture for semantic orchestration. A layered framework designed to mitigate catastrophic forgetting through autonomous Knowledge Node management and dynamic clustering.

Parameter server implementation on KafkaStreams

### AIDE — Decision Intelligence Operating System This notebook demonstrates a research-grade, risk-first decision intelligence system for capital allocation. The focus is on survivability, explainability, and governance rather than prediction or trading performance.

Veloclade is a research prototype of a neuro-symbolic knowledge graph system. It uses clade-inspired hierarchy + embedding clustering (sentence-transformers) to control ontology growth and mitigate subclassing explosion. Designed for experimentation in hybrid reasoning and AI knowledge representation.

Schema-Augmented Self-Optimizing Memory Transformer (SCMT), an experimental attention-based architecture with adaptive memory, schema learning, and entropy regulation.

A research-grade, regime-aware decision intelligence prototype for portfolio allocation, integrating market state detection, adaptive alpha models, and fund-grade evaluation metrics.

A collection of archived projects that were discontinued or paused mid-way. While not actively maintained, these repositories are kept for reference, learning, and potential future continuation.

Minimal layered AI orchestrator for alignment-seeking cognition (symbols → memory → logic → identity).