Case Study 03 - Renaissance vs Generative AI

Case Study 03 - Renaissance vs Generative AI

How meaning is produced and constrained through perspective and generation

Core Statement

Meaning is not given by what an image represents. It is shaped by the system that organizes how the image is perceived.

Comparison

Renaissance - Perspective System
Generative AI - Algorithmic System
System
Linear perspective, geometry, realism, human-centered vision
Model, dataset, prompt, computational processes
Structure
Vanishing point, spatial coherence, light and proportion
Probability, pattern recombination, latent space
Meaning Production
Meaning emerges through: • the construction of a unified visual space • the positioning of the viewer within that space • the illusion of depth and realism The image creates a stable world. The viewer is guided to see from a specific point of view.
Meaning emerges through: • recombination of visual patterns • statistical relationships within data • interaction between prompt and model The image does not represent a stable world. It reflects a synthesis of learned structures.
Meaning Constraint
Meaning is constrained by: • rules of perspective • geometric consistency • expectations of realism If perspective breaks, the image loses coherence. The system controls how the image can be interpreted.
Meaning is constrained by: • training data • model architecture • prompt structure The system defines what visual forms are possible. It cannot generate meaning outside its learned structure

Key Insight

Both systems shape how we see.

But neither allows perception to be free.

Meaning is conditioned by the structures that organize vision.

Limits

These systems operate differently.

Renaissance perspective creates a single, stable viewpoint grounded in human perception. AI generates multiple, shifting representations based on data.

What they share is not the same visual experience, but the fact that perception itself is structured.

Relation to the Framework

This case illustrates the Narrative Conditioning Framework:

Meaning is produced and constrained by systems, and shaped through how perception is organized.

- See also -

Structure · System · Meaning · Interpretation