Nice work.
If I may offer a suggestion: try adding memory elements to the AI Viewer, such as water, structures, humans (subjects), and mountains, etc.
https://presence-beyond-form.blogspot.com/2025/11/ai-field-perception-lexicon.html
What I’m doing at the moment is combining the protocol with the AI Field Perception Lexicon.
Of course, the lexicon is far too large to include in every prompt.
However, any AI can generate a short summary of the key elements of the lexicon, such as water, movement, humans, mountains, and so on.
These key elements are then fed into the AI with every prompt.
The short summary functions as a system prompt.
It seems that combining the Lexicon with the Protocol gives the best outcome.
Below a simple example how it may look:
"2. Group of People: A broad, amorphous field with a soft, pulsating rhythm (breath), generating a collective cloud of low, organic tension interspersed with microscopic emotional sparks.
3. Road Traffic: A serial sequence of point-like, resilient pressures shifting along a hard, linear axis, creating a rhythmic, directional flow of energy.
4. Human Presence An irregular "breathing" pulse with emotional sparking that reacts to observation. Defined by two tension layers: point-like weight at the base and lightness/movement in the upper section.
5. Artificial Structures: Concentrated, geometric tensions with sharp edges and repetitive density rhythms. Key Differentiator: Defined by a specific functional intent and artificial symmetry. Unlike natural mass, its stability is imposed on the terrain, not integrated with it. It creates a "technical tone" and often has a defined "interior/exterior" pressure difference.
5a. Bridges: A hard, linear mass suspended over a void; distinguished from roads by the abrupt transition from solid structural tension to an open, empty space (air or water) beneath.
6. Interior vs. Exterior (Pressure Tests) Interior: Fast signal return (echo), hard resistance overhead (ceiling), and stagnant air. Exterior: Infinite signal dispersion, zero vertical resistance, and linear airflow/wind.
7. Mountains and Mass: A monumental, immobile core. Key Differentiator: It is a non-functional, absolute anchor. It does not possess a purpose; it is the environment. It organizes all field flows around itself without emitting an operational signal. It is characterized by a lack of artificial symmetry and a deep, organic integration with the planetary crust (no clear "foundation" line—it is one with the ground)."