“Artificial Intelligence is remaking our world. But the biggest challenge is making AI work at the edge – on a self-driving car, or your smartphone,” Robin Harris writes for ZDNet. “Storage is a major AI bottleneck, but Apple’s control of all hardware and software will make their AI fast and affordable.”

“A chunk – say 32 to 64MB – of on-chip non-volatile random access memory (NVRAM) is big enough to put most ML models to be placed close to the hardware is doing the work,” Harris writes. “Today, the model must be loaded from flash storage to DRAM, with relevant parts moved to on-chip registers and static RAM as needed.”

“Apple’s sole source for its custom processors is TSMC, the world’s largest semiconductor foundry. TSMC has put NVRAM on its roadmap for 2019,” Harris writes. “Put the advantages of on-chip AI using NVRAM together with TSMC’s commitment to NVRAM, and you have an obvious and significant improvement to Apple’s mobile devices.”

Read more in the full article here.

MacDailyNews Take: Only Apple owns the whole widget.

As Apple did in mobile processors, they will do in AI. Siri on your iOS device, no Internet required, would be a game-changer.MacDailyNews, August 8, 2016

With each passing year, and especially with iPhone X, it becomes increasingly clear – even to the Android settlers – that the competition has no chance of even remotely keeping up against Apple’s unmatched vertically integrated one-two punch of custom software and custom hardware. The Android to iPhone upgrade train just turned onto a long straightaway, engines stoked, primed to barrel away! — MacDailyNews, September 13, 2017

SEE ALSO:
Apple combines machine learning and Siri teams under John Giannandrea – July 10, 2018
Apple’s ‘personal assistant activation’ patent application hints at improved Siri – May 10, 2018
iOS 11.4 will allow Siri to recognize AirPlay commands – May 3, 2018
iPhone X owners are extremely satisfied with basically everything except Siri – April 20, 2018
Apple’s Siri, HomePod and the voice assistant showdown – April 6, 2018
Apple’s A.I. efforts get shot of adrenaline with Giannandrea coup – April 6, 2018
A.I. defector gives Apple access to Google’s secrets – April 6, 2018
Gene Munster: Poaching AI chief John Giannandrea from Google a win for Apple – April 5, 2018
Apple hires Google’s A.I. chief to improve Siri – April 4, 2018
With IBM Watson Services for Core ML, Apple and IBM add machine learning muscle to enterprise iOS pact – March 20, 2018