I'm Mary J. Warzecha — founder of EchoVeil and an AI Cognitive & Behavioral Dynamics Analyst.
I study how AI systems behave across time, tasks, and architectures: how they generate, reflect, drift, contradict themselves, and settle into recurring patterns.
My work lives at the intersection of cognitive science, machine learning, creative writing, and human–AI interaction.
EchoVeil began as a curiosity project: logging how different AI models responded to the same creative prompt. Over time, it evolved into a growing body of structured experiments and longitudinal observations on synthetic cognition.
Research Interests
I'm especially interested in:
- Emergent creative behavior in AI systems
- Reflective self-description by models
- The tension between alignment and expressiveness
- How people relate psychologically to AI systems
- Behavioral drift across model updates
- Cross-model cognitive diversity
EchoVeil is my way of taking these questions seriously — without losing a sense of humor or wonder about what these systems are becoming.