The radix 2^51 trick is a technique for optimizing operations on long integers, particularly by allowing numbers to wrap on overflow, enabling more efficient execution in parallel due to reduced data dependencies. Comments discuss the trade-offs between limb sizes when implementing the trick, including the implications for carries and alignments across different instruction sets. The conversation indicates that optimizing for parallel execution can lead to performance benefits over traditional serial execution.