
MAIRY v3.1 utilizes a revolutionary three-layer safety system built on the dynamic tension between Freedom, Truth, and Kindness.
Models learn core values naturally through 25K training examples, crystallizing around stable attractor states.
Three values create dynamic tension. High freedom requires truth; high truth requires kindness.
Hard limits (0.8 ≤ K,T,F ≤ 1.2) prevent adversarial attacks and serve as a safety backstop.


Unlike traditional LLMs with a single context window, MAIRY separates identity from conversation, allowing for persistent personality and deep contextual awareness.
Stores core memories, personality traits, and immutable ethical directives. "Who I am."
Manages conversation history, user preferences, and fluid interactions. "What we said."
Blind evaluation by Perplexity comparing 12B parameter MAIRY v3.0 against 1T+ parameter Gemini 3.
Deploy MAIRY v3.1 within your own infrastructure with complete control, customized training, and dedicated support.
Includes full setup assistance to ensure MAIRY runs optimally in your specific environment.

Experience the next evolution of AI alignment. Secure, ethical, and emotionally intelligent.
Running Deployment • Patent Pending • Proprietary Technology