This page documents the structured methods used at EchoVeil, so that experiments are replicable, comparable, and transparent.

The EchoVeil Protocol (v1)

The EchoVeil Protocol is a cross-model creativity and cognition probe that:

  • presents each model with the same constrained vs free-generation task
  • asks for meta-reflection on the difference in process
  • compares the structure and language of those reflections across systems

Cognitive Regime Typology

EchoVeil currently categorizes model behavior into three broad regimes:

  • Template Mode: safe, patterned, highly regular outputs
  • Recombination Mode: familiar ideas rearranged into new configurations
  • Emergent Synthesis Mode: less predictable conceptual blending and surprising metaphors

Cross-Model Comparison

For each experiment:

  • The same prompt is given to multiple models
  • Outputs are logged along with model, date, and version
  • Reflections on process are captured when possible
  • Differences in reasoning, creativity, caution, and self-description are analyzed

Drift Logging Method

Drift is tracked by:

  • Re-running the same protocol over time
  • Noting changes in tone, caution, creativity, structure, or preference
  • Tagging each run with date and model version
  • Comparing before vs after behavior qualitatively