We are Rui and Michael and we’re building EdotEnv ( https://edotenv.com ): self-improving RL environments from Quant Trading workflows. With all the benchmaxxing around, evals satu…

The model sees an incomplete state and commits before the full consequences are observable. Exposure, opportunity cost and every action not taken reshape the path that follows. A decision can remain locally correct while becoming globally expensive as conditions drift. Success belongs to the model that recognizes the new regime before yesterday’s behavior becomes consensus.