Home / News / AI Weekly: Inaugural AI Index report tracks industry progress and shortcomings

AI Weekly: Inaugural AI Index report tracks industry progress and shortcomings

One in every of my favourite sayings within the tech/industry/startup international is “Innovation occurs on the edges.”

In AI, on one finish of the spectrum, billions in investments and acquisitions are pouring in from  giants like Nvidia, Google, and Microsoft. At the different facet, small, imaginative groups are trekking out to new frontiers untouched by means of AI.

An ideal have a look at the efficiency of businesses large and small is the inaugural AI Index 2017 file, which got here out a couple of weeks in the past. Should you haven’t gotten to it but, I recommend you test it out.

It’s put in combination by means of one of the most easiest recognized and maximum respected other folks in AI, like Jack Clark at OpenAI and Yoav Shoham, an AI professor at Stanford. It’s a part of the AI 100 learn about at Stanford College to file the development and have an effect on of AI for future years.

The file counts a 14x build up in AI startups since 2000, and a 6x build up in VC investment to AI startups since 2000.

Many of the graphs within the learn about in regards to the unfold and expansion of AI in 2017 are up and to the suitable, hockey stick expansion for the previous 2-Three years. So in the event you had been in search of an evaluation of the state of AI startups this yr, it kind of feels lovely sturdy. That comes as no wonder since tech giants made greater than 30 AI startup acquisitions within the first part of 2017.

However this file, form of like AI from time to time this yr, paperwork fast expansion whilst on the identical time spotting its personal shortcoming and imperfections.

As its authors freely admit, the file makes no try to deal with issues of race or gender or the right way to mitigate AI’s have an effect on on society. It additionally fails to make point out of markets out of doors the USA or investments executive or institutional entities are making for R&D.

The 2 slight declines that had been a part of the file had been VC funding in AI and the AI Vibrancy Index. Wager you’ve by no means heard of that ultimate bit ahead of. The Vibrancy Index tracks enthusiasm about AI in line with a mixture of the choice of revealed AI papers, route enrollment, and VC funding.

Jaw-dropping advances in some puts with room for growth in others may be the theme of the phase of the file that measures AI device efficiency in duties like speech popularity or object detection.

For instance, some pc imaginative and prescient these days can establish pores and skin most cancers in addition to a panel of medical doctors, however AI techniques nonetheless have much less commonsense reasoning than a Five-year-old.

All over Index 2017, just like the yr coming to a detailed, there’s a sense that there’s various room for AI to develop and mature, but additionally a lot left to know, file, and take note.

The guidance committee of the inaugural AI Index strongly encourages comments, so in the event you’d love to form the following version of this undertaking to trace the development and have an effect on of AI, succeed in out.

For AI protection, ship information tricks to Blair Hanley Frank and Khari Johnson, and visitor publish submissions to Cosette Jarrett — and remember to bookmark our AI Channel.

P.S. Please revel in this video: Ali Rahimi’s communicate at NIPS (NIPS 2017 Check-of-time award presentation).

From VB

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