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At a Google AI event this morning at the company’s Pier 57 offices in New York City, Google announced a variety of artificial intelligence (AI) advances, including in generative AI, language translation, health AI and disaster management.
The event also focused heavily on a discussion around its efforts to build responsible AI, particularly related to control and safety, helping identify generative AI, and “building for everyone.”
“We see so much opportunity ahead and are committed to making sure the technology is built in service of helping people, like any transformational technology,” Google CEO, Sundar Pichai, said in a video shared with attendees. “AI comes with risks and challenges — that’s why Google is focused on responsible AI from the beginning, publishing AI principles which prioritize the safety and privacy of people over anything else.”
Google debuts Imagen Video — Phenaki combo
Building on its text-to-video work announced last month, Google shared the first rendering of a video that shares both of the company’s complementary text-to-video research approaches — Imagen Video and Phenaki. The result combines Phenaki‘s ability to generate video with a sequence of text prompts with Imagen’s high-resolution detail.
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“I think it is amazing that we can talk about telling long-form stories like this with super-resolution video, not just from one prompt but a sequence of prompts, with a new way of storytelling,” said Douglas Eck, principal scientist at Google Research and research director for Google’s Brain Team, adding that he was excited about how filmmakers or video storytellers might make use of this technology.
Other generative AI advances
In the text space, Eck also discussed the LaMDA dialogue engine and the Wordcraft Writers Workshop, which challenged professional authors to write experimental fiction using LaMDA as a tool.
Google will soon release a research paper on this, Eck said.
“One clear finding is that using LaMDA to write full stories is a dead end,” he said. “It’s more useful to use LaMDA to add spice.” The user interface also has to be right, he added, serving as a “text editor with a purpose.”
Eck also highlighted Google’s efforts to use AI to generate code, as well as recently introduced research from AudioLM which — with no need for a musical score — extends the audio from any audio clip entered – and DreamFusion, the recently-announced text-to-3D rendering that combines Imagen with NeRF’s 3D capabilities.
“I’ve never seen quite so many advances in the generative space, the pace is really incredible,” he said.
Google is building a universal speech translator
After reviewing a variety of Google advances in language AI research, the company announced an effort to reflect the diversity of the world’s languages and an ambitious stab at building a model that supports the world’s top 1000 languages.
It also announced that Google is building a universal speech model trained on over 400 languages, with the “largest language model coverage seen in a speech model today,” the company claims.
A strong focus on responsible AI
Following the AI announcements, Marian Croak, VP of engineering at Google, and James Manyika, SVP at Google-Alphabet, discussed Google’s focus on responsible AI.
“I think if we’re going to be leaders, it’s extremely important that we push the state of the art on responsible AI technology,” said Croak. “I’m passionate about wanting to discover ways to make things work in practice. So, some of the ways that we put the AI principles into practice is we do adversarial testing constantly and continuously. Then we also make sure that we’re setting benchmarks set of quantitative and can be measured and verified across all the dimensions of our AI. So, we also do that on a continuous basis.”