Launching today

Auker 1.0
Self-improving agents that spend intelligence better
3 followers
Self-improving agents that spend intelligence better
3 followers
Auker is Reasonary AI’s self-improving agentic model. It breaks complex tasks into subproblems and learns how to allocate models, agents, tools, and reasoning to each one. In our MMMU-Pro evaluation, 116 optimization experiments produced a policy that reached 80.35% accuracy at a total cost of $9.73—about 6× lower cost than Auker’s initial baseline at essentially unchanged accuracy. We’re bringing this adaptive allocation approach to enterprise workloads.
