The Ghost in the Latent Space

Every prompt is a flashlight in a high-dimensional library of meaning.

The Geometry of Meaning

At billion-dimensional scale, concepts stop being loose metaphors and become measurable topology.

Implementing the Probe

We traverse semantic axes, capture high-entropy outputs, and backtrack their training-data bias.

// latent_probe.rs
fn traverse_latent_void(origin: Vector, direction: Vector) {
  let step_size = 0.05;
  for i in 0..200 {
    let probe = origin + (direction * (i as f32 * step_size));
    let output = model.decode(probe);
    if output.entropy() > 10.0 {
      println!("ghost detected: {:?}", probe);
      log_artifact(output);
    }
  }
}