Iacon operates Optimus, the first autonomous research scientist.
Bring an agent or model and a goal. Optimus researches algorithms, designs experiments, and evaluates what improves it—from fine-tuning language models to training robot policies.
Download for OmarchyWe believe superintelligence will not be a single monolithic model, but a network of domain-specific models—from LLMs to World models to RL policies. The fundamental training mechanism for all of them is: if an agent can practice, observe, and improve within an environment, it can be trained. We are automating this universal loop.
Iacon lets teams set the direction: defining environments, rewards, and success criteria. Optimus, an autonomous research scientist, takes that objective and runs the full loop directly inside your stack. He conducts rigorous scientific experimentation—implementing sota research or synthesizing entirely novel methods to filter high-signal trajectories from raw environment interactions to train generalizable policies.
Give Optimus a goal, and it delivers a trained agent—works across LLMs, harnesses, diffusion models, robotics, NPCs, biological systems, or custom policies.
Trusted by researchers from
Partnerships
Optimus runs autonomous RL training at scale for frontier teams. We partner with compute, simulator, and data providers to integrate their technology natively into our stack. Join us to ship your infrastructure inside every Iacon deployment and turn our continuous training loops into your customers.
Partner with us