How does (should) Kafka Consumer cope with Poison Messages

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When a Kafka Consumer fails to deserialize a message, is it the client applications responsibility to deal with the Poison Message?

Or

Does Kafka "increment" the message offset and continue consumption of valid messages?

Is there a "Best Practice" for dealing with Poison Messages held on Kafka topics?

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