Formal foundations
Response Quotients and Finite Dynamics
Formal foundations for merging states that have indistinguishable relevant behavior. FTRQ and TFE support the research program; they are not customer runtimes.
Research
Foundations and open questions.
Research tools and active experiments have their own scope, separate from the commercial optimization runtime.
Active experiments
World Models, MoE, and Emerging Systems
World-model state reduction, MoE consequence reduction, and diffusion diagnostics remain research directions. Production acceleration has not been established, and these systems are not currently offered as production optimizations.