CPC G06N 20/00 (2019.01) | 20 Claims |
1. A system associated with a live environment executing a current algorithm, comprising:
at least one memory;
instructions; and
processor circuitry to execute the instructions to:
manage execution of the current algorithm in the live environment, the live environment associated with a deployment platform; and
manage, based on receipt of at least one potential replacement algorithm, a shadow environment causes execution of the at least one potential replacement algorithm in the shadow environment, the shadow environment instantiated separately from the live environment, the shadow environment utilizes data from the live environment during execution of the at least one potential replacement algorithm in the shadow environment,
wherein the deployment platform forms a hybridized algorithm, the hybridized algorithm including the current algorithm and the at least one potential replacement algorithm, the at least one potential replacement algorithm deployed during a first deployment period and the current algorithm deployed during a second deployment period, the first deployment period different from the second deployment period.
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