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Triple Modular Redundancy (TMR) can mitigate certain types of faults, including some transient errors, by using three identical components to ensure that the majority output is correct. However, TMR is not inherently designed to handle Byzantine failures, where components may provide arbitrary or malicious outputs. In scenarios with Byzantine faults, TMR can fail if two of the three modules produce incorrect outputs, as the majority could still lead to an incorrect result. To effectively handle Byzantine failures, more robust consensus algorithms, such as those used in Byzantine Fault Tolerant (BFT) systems, are required.

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