The lab plans to publish data, code, evaluations, and intermediate checkpoints for post-training research, then expand into open infrastructure for studying recursive self-improvement, reward hacking, and multi-agent systems. Its October 2026 launch announced the institution and roadmap, not a day-one frontier model release.