Software that Evolves.
Project Langwaves:
Emergent Agent Topologies.
Exploring the emergence of self-organizing agent swarms and alignment in the wild.
LANGWAVESResearch
OrchestratorIdle
Adaptive Swarm Topologies
Moving beyond static architectures. We simulate resource-constrained environments where agent swarms self-organize and dynamically restructure to solve complex tasks.
MARLEmergent Behavior
Alignment in the Wild
Solving the orchestration gap. We implement peer-to-peer observing to create autonomous alignment protocols that allow swarms to review their own outputs and reveal misalignment signals in hierarchical agent structures, ensuring safety without centralized bottlenecks.
OrchestrationMisalignment SignalPeer-to-Peer Observing
Research Parameters
Current PhaseClosed Alpha
Simulation DepthMultilayer Concurrent Agents
Core BackendPython, TypeScript