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We introduce the sum channel, a new channel model motivated by applications in distributed storage and DNA data storage. In the error-free case, it takes as input an -row binary matrix and outputs an -row matrix whose first rows equal the input and whose last row is their parity (sum) row. We construct a two-deletion-correcting code with redundancy for -row inputs. When , we establish an upper bound of , implying that our redundancy is optimal up to a factor of 2. We also present a code correcting a single substitution with redundant bits and prove that it is within one bit of optimality.

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