AI Weekly: Defining, Debating, and Honoring AI Innovation


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It’s the starting of the glory month. At VentureBeat, that is additionally the beginning of a six-week lengthy deep dive into AI innovation, culminating in our fourth annual AI Innovation Awards at Remodel 2022 in San Francisco on July nineteenth.

We’re enthusiastic about our superb Nominations Committee, which, together with members of our editorial employees, will assist choose the nominees for our AI Innovation Awards in 5 classes this yr.

After all, innovation has many definitions and it is available in many kinds. In terms of AI, the unimaginable, jaw-dropping innovation is usually accompanied by eye-catching emoji, extra questions than solutions and even an industry-driven problem for Elon Musk.

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However AI innovation additionally results in new efforts to use finest practices to rigorously apply highly effective expertise, reminiscent of Cohair, OpenAI and AI21 Labs’ at this time’s announcement that they’ve “developed or deployed giant language fashions”. developed an preliminary set of finest practices relevant to any group with

Let’s dig

–Sharon Goldman, senior editor and author

Twitter: @sharongoldman

This week’s AI Beat

Based on Wikipedia, the idea of innovation has handed via varied definitions over the centuries: the Greek thinker and historian Xenophon (430–355 BC) linked it to political motion. The time period was an early-modern synonym for “rise up”, “rise up” and “faith.” It was solely after World Warfare II that the notion of technological innovation turned related to the concept of ​​financial progress and aggressive benefit – popularized by Austrian-born political economist Josef Schumpeter.

At this time, dozens of press releases about “new” AI-powered services arrive in my inbox each week. However, not surprisingly, even essentially the most modern efforts typically take pleasure in a not-so-straight trajectory, however naturally via an iterative, collaborative, debate-filled, criticism-driven course of. Should transfer ahead – which can or might not be actual profitable. world software. at the very least not but.

Tackle OpenAI’s DALL-E 2 final week, with Google’s new text-to-image generator, Imagen, taking over the present competitors for chief of the AI ​​imagery pack. Every exhibits outstanding photo-realism and boasts deep language understanding.

However some folks on this week’s Twitter declare that DALLE-2 has a “secret language,” what does that imply?

Indispensable remark from “Offended Linguists in NLP“There was speedy, adopted by a wave of LOL responses claiming that not solely does DALL-E-2 not take pleasure in entry to “secret” language, however, in the intervening time, it appears to have a tough time with textual content in its imagery. :

Janelle Shane @JanelleCShane My new favorite thing is to mess up the #dalle corporate logo.  here indicated with #dalle "local waffle house"
Randall Munroe @xkcd From Canda you can go to the border to Untes Sats ??  # cast

Jokes apart, we at VentureBeat stay up for honoring the very best in AI innovation on the AI ​​Innovation Awards at Remodel 2022.

Due to the members of our nomination committee:

Tonya CustisDirector of AI Analysis, Autodesk

Seth DobrinInternational Chief AI Officer, IBM

Andrea HulesHead of AI, Lenovo North America

de maze, International Head of Information and AI, WPP

Stephanie MoyermanSenior Director of Threat and Perception Science, eBay

Sean WangChief AI Officer, Anthem

And keep tuned for information concerning the last nominees and winners!

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