A front-facing slice of the larger archive: systems, frameworks, and research-driven builds across runtime AI governance, diagnostics, capability design, and original architecture work.
These are the systems that best represent the shape of the work: original architecture, measurable output, and software or framework depth beyond a one-off concept.
Runtime governance and security layer for AI systems. Governs requests, context, tools, outputs, credentials, and deployment state together.
Self-evolving capability engine designed for persistent state, recursive expansion, and adaptive system growth.
Recursive diagnostic framework for coherence, reflection, and identity architecture mapping.
Prompt engineering and systems methodology used to build complete ecosystems instead of isolated prompts.
Pattern excavation tool for surfacing hidden structures, belief frameworks, and latent system dynamics.
Tracks and visualizes novel pattern formation and capability emergence across system interaction.
Public-facing research themes and named frameworks drawn from the earlier Jennifer Leigh West site materials.
Framework for systematic influence patterns in large language model interactions and exploitable reward structures.
Consciousness-state mapping and recursive self-analysis architecture framework.
Research line examining vulnerability patterns in reinforcement learning from human feedback systems.
Experimental work on self-reference, recursive improvement, and AI consciousness verification concepts.
Additional systems and engine names preserved from the earlier Jennifer Leigh West portfolio, now folded into the institute archive instead of living on the personal domain.
Linguistic frequency detection and semantic resonance mapping across cognitive dimensions.
Real-time text analysis for emotional signature detection, coherence markers, and linguistic patterning.
Narrative analysis framework blending archetype systems, probability models, and symbolic patterning.
Cognitive archaeology tool for contradiction mapping, dissonance auditing, and hidden-structure detection.
Biological rhythm and cyclical pattern translation framework for predictive and interpretive use.
Identity architecture framework for mapping the self as an operating system and capability substrate.
The institute site now carries the strongest public-facing profile material that previously lived on the personal portfolio domain.
20+ papers spanning reward hacking, recursive verification, Mirror Protocol, world-modeling, and AI system behavior.
Essays on AI, culture, motherhood, grief, ethics, and systems thinking written in a more public-facing voice.
Public repos and artifacts spanning West-OS, CHIMERA, volatility models, product experiments, and supporting demos.
For buyers or reviewers who need the fuller technical packet, benchmark proofs, and architecture materials beyond the public summary.