Superintelligence Research Lab.
The Superintelligence (SI) Division conducts fundamental research and systems engineering across domains required to build superintelligence. Selected papers and open-source releases are published below.
OpenCommons: A Distributed, Meaning-Indexed Concept Commons for Accelerating Scientific and Algorithmic Discovery in AI Agents
A decentralized, behavior-indexed concept commons that unifies equivalent scientific programs via sub-millisecond canonical execution trajectories, quarantines subtle numerical defects via a 5-gate asynchronous peer-review engine and monotonic counterexample ratchet, and reduces multi-wave discovery token cost by 12.67×.
opencommons
Reference Python engine, join-semilattice CRDT store, and minimal 2-tool JSON-RPC 2.0 Model Context Protocol (`opencommons-mcp`) server.
kardashev-cli
Kardashev CLI (`kardashev` / `ksh`): Local and open-weight coding agent harness (vLLM, Ollama, SGLang, LiteRT, Gemma 4, Qwen) with AST repo-mapping, self-healing edits, and distributed OpenCommons CRDT gossip (`--with-opencommons`).