Hebzibar Research Labs

A public research surface for postulations, system theories, and experimental architectures emerging from HI-SYSTEMS Africa.

Theory of Electronic Emotions

A postulation exploring how machines may express contextual emotional resonance through state, timing, and interaction density — without anthropomorphism.

POSTULATION

Materialization as Alignment

Identity formation without names or passwords. A system where action, device, and intent resolve into a persistent computational self.

SYSTEM THEORY

Capability-Bound Economies

Monetization enforced at the capability boundary instead of the UI — preserving dignity, clarity, and user trust.

ECONOMIC MODEL

HI-SYSTEMS Brain Architecture

A mathematical state machine governing permission, delegation, and service invocation — with JS and UI as non-authoritative surfaces.

ARCHITECTURE

SMART’26 (Abstract)

An evolving intelligence scaffold focused on structure, restraint, and deterministic reasoning over probabilistic hallucination.

INTERNAL MODEL
Abstract only — no implementation published.

Delegation Without Leakage

A formal model for sub-head delegation where authority flows downward but sovereignty remains intact.

CONTROL SYSTEM

Research Position

Hebzibar Research Labs publishes postulations, not promises. Experiments may be incomplete, systems may be evolving, and conclusions may change. What remains constant is the commitment to clarity, restraint, and architectural truth.

These works are not products. They are thinking surfaces.