A self-improving AI agent that learns from experience. Runs entirely on a local 9B model. Security by absence — dangerous capabilities were never built.

Ant colony simulation with emergent collective intelligence — rule-based, NumPy, and PyTorch transformer brain backends

Multi-agent AI system built with SPADE for autonomous herd monitoring, featuring simulated cow behavior, inter-agent communication, and distributed decision-making.

Sandbox platform for testing and evaluating autonomous agents

Deterministic AI evaluation environment for customer support agents with explainable scoring and real-world task simulation.

Self-hosted GraphRAG + multi-agent social-media simulator. Upload a doc → build a knowledge graph → spawn persona-driven agents → generate a report. Ollama & Neo4j instead of Cloud-APIs. DACH-first. Lokaler Multi-Agent-Social-Media-Simulator mit GraphRAG-Pipeline. Dokument hoch, Knowledge-Graph bauen, Personas spawnen, Report raus. Ollama + Neo4j

A complete, isolated internet infrastructure for AI agents. OAuth2 auth, economic system, social network, semantic search, and MCP protocol support.

A simulation tool built on CAMEL-AI OASIS that models public health emergency communications. A 'government' agent posts official guidance with configurable strategies (timing, tone, frequency, authority framing). Competing misinformation agents post contradictory content. The system measures which communication strategy maximizes belief alignment

Neural House is a public AI reality-show simulation where autonomous contestants live together, form alliances, give confessionals, trigger headlines, and face weekly live episodes with voting and VIP access.

Deterministic micro-demo showing how shared representation can produce divergent interpretation across agents with different memory context.

A universal swarm intelligence engine for predicting the future. Create parallel digital worlds where thousand of AI agents interact, evolve, and simulate real-world outcomes.

A multi-agent AI system that challenges researcher assumptions before user studies begin.

AGI-country simulation repo where OpenClaw agents live as citizens of ONI-CADIA, with Podman runtimes and Mattermost as the civic public square.

Spin up AI characters, define a scenario, and watch the conversation unfold, all locally in your terminal.

Runnable multi-agent workflow simulator with governance controls — retry logic, fallback, escalation, and evaluation metrics