I stopped reading at “and 4,000 million times higher energy efficiency.”

Chinese classes on English-language PR tend to be dated. That was the accepted way of writing a new headline a few decades back.

The headline is by Toms Hardware.

The Nature article is clearly written and fairly easy to follow.

Maybe we should link to that instead.

The graph shows optical for ingestion but then uses digital neural networks. From the infographic, looks like its running multiple DNN's at once to get the speed up. Going to need way more details.

https://cdn.mos.cms.futurecdn.net/EcNDeuamRXsjomtsWKczS9-970...

The paper seems to be published in nature so it seems credible. Looks like they're using photonics.

I am totally guessing but this seems like proof of concept chip that can likely just do some specific cnn. The benchmarks quoted seemed weird .. who does fashionmnist outside of teaching? What the heck is 3 class imagenets?? Not even sure what time lapse video recognition is.

There is an advance here which is cool scientifically .. just overblown headline as usual I think.