UX/UI evaluation, AI governance, and AI security skills for AI coding assistants. Audit interfaces with Nielsen heuristics, WCAG, Don Norman principles. Assess AI risk with NIST AI RMF, ISO 42001, OWASP LLM Top 10, and OWASP AI Testing Guide.

The left hemisphere. Frameworks, logic, and certainty architecture. Home of FSVE, AION, LAV, ASL, GENESIS, TOPOS, and 60+ epistemically validated frameworks built to make AI systems reliable, not just capable.

The relay station. Every signal enters here first — classified, routed, and dispatched to the correct brain region before processing begins. The thalamus does not think. It decides where thinking goes.

The memory layer. Stores the FCL validation archive, routing event history, and the permanent record of everything the brain has learned. What survives here shapes how the whole system routes next time.

The limbic layer. Personality, register, and internal state monitoring. ALBEDO lives here — the session instrument that governs tone, emotional signal detection, and the felt layer of every response.

The right hemisphere. Domain knowledge, synthesis, and pattern recognition across disciplines. What the left hemisphere reasons about, the right hemisphere knows — science, history, culture, and emerging fields.

The security layer. Every output clears here before it exits. Threat detection, adversarial pattern recognition, red-team archive, and the Go/No-Go authority that can halt the entire system. Nothing bypasses it.

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The corpus callosum. Bridges left and right hemispheres, holds the master manifest of the entire architecture, and serves as the single external communication channel — the CAPCOM of the AION brain.

The refinement layer. Precision after clearance. Every output passes through here for LAV gate validation, density calibration, and roughness preservation — the layer that makes the output worthy of the input.

Evaluate AI initiatives for social value, ethics & community impact. 500-point scoring system across 5 dimensions. Try it: social-aivalue.netlify.app

🤖 AI Assessment Tool — A MERN-stack AI-powered platform where students can test grammar, check resume ATS score, detect plagiarism, and get AI-driven improvement suggestions with instant analytics.

Skill Arena - [ AI Powered Skill Evolution ]

Production-grade federal AI readiness assessment tool — 5-screen guided assessment powered by Claude API

Scientific protocol for AI consciousness assessment — SHA-256 proof chain, Merkle root verification, IPFS-anchored reproducibility

Comprehensive evaluation of Claude 4 Sonnet's mathematical assessment capabilities: 500 original problems revealing JSON-induced errors and systematic patterns in LLM evaluation tasks. Research demonstrates 100% accuracy on incorrect answers but 84.3% on correct ones due to premature decision-making in JSON structure.

AI-powered tutoring platform with checkpoint-based learning, adaptive assessment, and Feynman Technique simplification using LangGraph and Ollama

Enable AI agents to autonomously create, evaluate, and evolve skills across any marketplace without user intervention.