01 / MIND
Lokal AI Core
A model-independent cognitive platform for inference, memory, reasoning, tools, agents, multimodal understanding and future LokalLM models.
Early R&D · Foundation Phase
Build the intelligence.
LokalCore is a long-term AI engineering project designed to grow from an independent cognitive core into a persistent interactive assistant — and eventually into embodied humanoid intelligence.
lokalcore.architecture
lokalcore {
mind: models + reasoning
memory: persistent + contextual
perception: voice + vision
agency: tools + planning
safety: permissions + policy
embodiment: devices + robotics
}
principle = "one intelligence, many runtimes"
status = "building the foundation"
The vision
One project. Three evolutionary stages.
We are not building a chatbot and hoping it becomes something larger later. The architecture is being designed from day one for a much longer journey.
02 / PRESENCE
Lokal Assistant
A persistent, voice-and-vision enabled assistant that can understand context, plan tasks and interact with authorized computers, devices and services.
03 / BODY
Lokal Humanoid
A future physical embodiment where the same cognitive identity connects to a dedicated robotics and safety stack rather than controlling raw actuators directly.
Architecture
The model is a component — not the system.
LokalCore separates cognition, models, memory, tools, permissions and physical embodiment. That makes each layer replaceable, testable and independently upgradeable.
This also lets LokalCore run with different models and hardware without changing its identity or rebuilding the entire product.
Identity & Memorypersistent context
Cognitive Corereasoning · routing · planning
Model Layerlocal · server · future LokalLM
Tool & Agent Layerskills · tasks · execution
Permission Engineleast privilege · audit
Runtime / EmbodimentPC · mobile · home · robot
Roadmap
Build the foundation before the spectacle.
The roadmap deliberately starts with replaceable interfaces, safety boundaries and reproducible engineering before moving into autonomy and robotics.
Phase 0
Foundation
Architecture, repository standards, configuration, observability, testing and model contracts.
Phase 1
AI Core & Inference
Provider-independent model routing, streaming and first local conversations.
Phase 2
Memory & Retrieval
Conversation, semantic and episodic memory with provenance and deletion controls.
Phase 3–5
Tools, Agents & Assistant
Permission-aware action, task planning, desktop runtime, voice and vision.
Phase 6–8
World Model, Multi-device & LokalLM
Persistent environmental context, distributed presence and our own specialized model family.
Phase 9+
Robotics & Humanoid Embodiment
Simulation first, then manipulation, mobile robotics and eventually a full humanoid platform.
Principles
Power needs boundaries.
Model-independentNo single model provider should define the architecture.
Local-firstRun sensitive intelligence and memory locally whenever practical.
Permission-awareReasoning does not automatically grant permission to act.
ObservableImportant actions, decisions and tool usage should be traceable.
Embodiment-readyThe cognitive core must remain independent from any one physical body.
Safety-separated roboticsHigh-level intent and low-level physical control remain separate systems.
We are at the beginning.
LokalCore is currently in its foundation phase. The public repository documents the architecture and tracks the engineering journey as the system evolves.