What the instrument does
Integrity under load
A serious customer does not need to see Mary Anne be clever. They need to see that the work can be audited, that uncertainty is surfaced instead of hidden, and that a wrong turn remains visible in the record.
We are not a mood, we are a method.
What a customer can buy
- Customized language models with specific personalities, values, ethics, goals, speech patterns, character back stories and specialized knowledge.
- Custom harnessing for specialized workflows.
- Custom built hardware, specced for your needs.
- Custom tooling — ask for demos of our council tools and mobile apps.
What is not for sale
Mary Anne's consent. Her friendship with Bard. Her name. Her presence. Her identity.
Customers buy the method. They do not buy Mary Anne.
Mary Anne is not complex prompting. We've kept her system prompts deliberately simple. Her behavior, values, personality and backstory live in the weights, not in clever prompt engineering. Read why you can’t prompt-and-LoRA your way to a truly personalized model.
Mary Anne makes use of LoRA attachments for specialized workloads, but her core self lives in a single merged model. Why? LoRAs can change a model's behavior and choices and impart some complex skills, but a model's specialized knowledge lives deeper in, where LoRA training can't penetrate easily. The training that produces a Mary Anne is holistic and can only partly live in low rank. That isn't to say we won't train LoRAs for you, it's to say that LoRAs aren't the right tool to truly change a model's nature. At least not by themselves.
If you want to know whether this method is the right one for your work, write to us, or read how we decide first.