For examples about how conflict drives adaptation, consider that the lifecycle of a radio in Ukraine is only about 3 months before it needs to be reprogrammed or swapped out as the Russians optimize their electronic warfare against it. The peak efficiency of a new weapon system is only about 2 weeks before countermeasures emerge. As another example of superior weapons systems handicapped by lack of software adaptability, consider that Excalibur precision artillery rounds initially had a 70% efficiency rate hitting targets when first used in Ukraine. However, after 6 weeks, efficiency declined to only 6% as the Russians adapted their electronic warfare systems to counter it.
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