Building the First
Continual Megapolis
Builders behind the Continual Technological Systems
An endless visual novel engine.
MDL is Continual MI's runtime for persistent, generative visual novels. Monte Lua is the first game built on it.
Architecture work for continual operation
MGPT is the current main research surface behind Continual MI. This is the architecture work we are pursuing toward machine intelligence that can keep operating instead of failing at fixed context limits.
A successor architecture to GPT
MGPT stands for Mask-Generative Pretrained Transformer. It is a new architecture built around assistant-controlled masking, summarization, and sink-preserving system rotation so context can be maintained for far longer than ordinary GPT-style flows.
This is the first research surface in the stack, and the one with a demo path available now.
A fixed-memory demo of model-managed masking on a long-context benchmark.
Local-first electronics, inside Continual MI.
EMWaver turns supported MCU boards into a scriptable hardware lab with local apps, managed firmware, and optional Agent-assisted workflows.
Community and updates
Society is the public community surface for Continual MI, while product auth, billing, and runtime behavior stay inside MDL and other product-specific stacks.
The Society page is where people can find community updates and jump into Discord for product discussion, progress updates, bugs, and direct feedback.
One through-line
MDL creates the environment, MGPT grows from that long-horizon data, and EMWaver carries the same agents into physical systems.
MDL
Endless visual novel worlds that force persistent state, persistent characters, and continual operation.
MGPT
A stateful successor to GPT-style models, trained and evaluated against the MDL environment.
EMWaver
The local-first electronics bridge that lets MGPT-class agents operate sensors and actuators directly.
Join the community
Join Society on Discord to follow product progress, share feedback, and stay close to the work behind MDL, Monte Lua, and MGPT.
Join the Continual MI Team
Continual School remains part of the long-term public vision. It is planned as a coming-soon education surface that will prepare people to work directly on the systems behind Continual MI.
When the curriculum is ready, graduates will receive priority consideration for the actual Continual MI development team, from continual-learning systems to the infrastructure and machines that support them.
School and Team Opportunities
MGPT Development
Long-horizon model architecture and implementation
Systems Engineering
High performance systems and machine learning infrastructure
Hardware Development
Custom hardware for autonomous systems
Curriculum Development
Creating and updating Continual School machine learning course content
Education & Teaching
Leading courses and mentoring students in the Continual School
Megapolis Construction
Building the first autonomous city systems
Continual School is planned as a coming-soon path into the team, with graduates receiving priority consideration for future positions.