Research environment for human-aligned, memory-safe AI.
RC is the living research environment containing the canonical specification, diagrams, and reflection tooling that power the rest of Mahmoud’s systems.
Rather than isolated whitepapers, RC hosts a notebook-grade environment where FCT, Omega, governance, and economic frameworks are updated in real time.
OS Stack
ADEPT → AIXA → NotefullBook → AIXIAM → AIXEYE
Economy
AIMAS & GRO
Intent monetization + Gross Reflective Output.
Part I of the canonical spec codifies the law of unintended creation—memory must decay. Omega AI then supplies energetic justice so every action is throttled by fairness.
The OS mirrors human development: thought, expression, memory, identity, governance. Each pillar enforces FCT: ADEPT orchestrates, AIXA handles embodiment, NotefullBook simplifies, AIXIAM issues sovereign identity, and AIXEYE audits the ledger.
AIMAS, Stormstan, and Entrestate connect the physics to the market. Value is measured in certainty (Fit Matrix) and reflection (GRO).
FAC, AIXEYE, and the Cognitive Ledger Authority form a tri-sovereign oversight triangle. Every policy fades in across simulation windows before deployment.
Canonical Specification
Complete manuscript describing the physics, OS layers, and governance loops.
Mind Interfaces
Mind Board, Mind Map, and Projection surfaces for exploring active work.
Notebook Chat
Vertex-backed interface for querying curated research files.
Reflections
No reflections yet. Capture the first insight for this system.