Our blogs
Research notes and working ideas.
monarch: thought-grounded multimodal intelligence
monarch is atom ctrl's architecture for turning multimodal experience into structured thought, memory, specialist processing, reasoning, and output.
interaction systems: how voice becomes a real conversation
atom ctrl's interaction architecture preserves turn state, forms partial understanding early, and begins shaping a response while a conversation is still active.
godel 1.6: a hybrid local-cloud llm architecture
godel 1.6 is an atom ctrl architecture that handles routine work locally and routes complex tasks to cloud specialists only when required.
scaling synthetic data
atom ctrl explores using llama-3 to turn raw web text into cleaner, structured synthetic training data for compact language models.