The Sovereign Stack for Embodied Intelligence
Non Verbal Communication. Infrastructure that validates human intent before acting.
From gesture to neural. Local-first. Transparent.
Click the image to open the Layer Zero Manipulus prototype (Desktop Only). The screenshot shows the Intent Validation Engine, which separates deliberate, sustained intent from random or accidental movement.Validation ring (2-sec dwell)
System Log (full transparency)
Local Processing (Zero Cloud)
Validates human intent before acting.
Sustained presence = intent.
Random motion = ignored.
100% local. Full transparency.
Movement → meaning translation.
Not "pinch detected" but "user affirmed."
Open protocol. Developer SDK.
HRV, breathing, muscle tone.
Emotional context for intent.
Privacy-preserved biometrics.
Aspirational.
When BCIs ship, Manipulus integrates.
Neural signal → semantic meaning.

Manipulus is an experimental research project exploring new models of non-verbal, embodied interaction between humans, machines, and environments.The system is being developed in layers, beginning with local, privacy-preserving intent validation and progressing toward semantic interpretation of movement. Higher-order layers, including bio-feedback and neural interfaces, are conceptual research directions and are not currently implemented.Any creator fees, proceeds, or contributions associated with Manipulus are used to fund independent research, prototyping, and development of the project. No purchase, contribution, or fee represents an investment, equity interest, or promise of future functionality.Manipulus does not provide medical, therapeutic, or neurological services and is not intended to diagnose, treat, or replace professional care. All demonstrations represent early-stage prototypes and research explorations rather than finished consumer products.Development priorities, timelines, and capabilities may change as research evolves.
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