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The battle for your next dollar will be fought with software

Don't expect big changes you can see from companies making the hardware that powers your next gadget.

Powerful co-processors and dedicated NPUs just aren't very sexy to regular folks like us who buy this stuff. Expect to see headlines from the tech press saying that the next device from Apple, Samsung, or Google will be just like the last device—especially when some of the software changes will work their way back to the older models. (Image credit: Android Central)The big changes, and what makes these new components important, are the ways they can handle the copious amount of AI processing the devices using them will require.

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