Google I/O 2022, Google’s largest developer conference, kicked off with a keynote speech from Alphabet CEO Sundar Pichai. The keynote speech had major announcements including the launch of Pixel watch, updates on PaLM and LaMDA, advancements in AR and immersive technology etc. Let us look at the key highlights.
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“Recently we announced plans to invest USD 9.5 billion in data centers and offices across the US. One of our state-of-the-art data centers is in Mayes County, Oklahoma. I’m excited to announce that, there, we are launching the world’s largest, publicly-available machine learning hub for our Google Cloud customers,” Sundar Pichai said.
Powered by Cloud TPU v4 Pods, Google Cloud’s ML cluster enmpoers researchers and developers to make breakthroughs at the forefront of AI, allowing them to train increasingly sophisticated models to power workloads such as large-scale natural language processing, recommendation systems, and computer vision algorithms. At 9 exaflops of peak aggregate performance, Cloud TPU v4 Pods is the world’s largest publicly available ML hub in terms of cumulative computing power, while operating at 90% carbon-free energy.
Fun fact from #GoogleIO: At 9 exaflops of peak aggregate performance, we believe our new cluster of Cloud TPU v4 Pods is the world's largest publicly available #ML hub in terms of cumulative computing power, while operating at 90% carbon-free energy ↓ https://t.co/9q8xzi4fNt
Sundar Pichai said Google is poised to become one of the first companies to operate all their data centres and offices on 24/7 carbon-free energy by 2030.
The Alphabet CEO said Google Tensor, their custom SOP, would bring AI capabilities like speech recognition to your phone. Combined with Android’s private compute core, it can run data powered features directly on the device to ensure security.
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Google Tensor chip powers Pixel 6, 6Pro and the newly launched Pixel 6a and Pixel watch.
Google is heavily invested in augmented reality and integrating AR into many Google products, from Google Lens to multisearch, scene exploration, and Live and immersive views in Maps.
Google Live Translation AR Glasses Prototype Google I/O 2022
‘The joy that comes with speaking naturally with someone, That moment of connection to understand and be understood, That’s what our focus on knowledge and computing is all about,” Pichai said.
Google shows off an early prototype of its AR glasses, setting up the 2025 showdown between Apple, Google and Meta. https://t.co/xOgZ1V310M
Amidst talk of the latest updates and features in Android 13, one of the key announcements made was the launch of Google Wallet. Google Wallet is the one-stop app that can replace your real wallet in all forms and aspects. With fast and secure access to payment cards, identification cards are being transformed into digital cards that can be shared via NFC or QR codes.
Phone, keys … Google Wallet. Coming soon to Android, Google Wallet gives you fast, secure access to all your everyday essentials — including payment cards, boarding passes, vaccine cards, event tickets and soon even your driver's license. #GoogleIO pic.twitter.com/BJXKbykaSw
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The SDKs provide native APIs for all of the essential AR features like motion tracking, environmental understanding, and light estimation.
The difference between these two approaches maps naturally to the heterogeneity of a typical compute cluster.
In neurocompositional computing, neural networks exploit the Compositionality Principle and Continuity Principle.
Google has corrected the video.
The exponential smoothing and moving average are the two basic and important techniques used for time series forecasting.
ICA finds independent components rather than uncorrelated component.
GIT is pre-trained using the BERT encoder and KERMIT objective on an unsupervised LM task.
The basic tenet that Gato followed was to train using the widest range of data possible, including modalities like images, text, button presses, joint torques and other actions based on the context.
IISc plans to bring the Indian pursuit in this field on par with the rest of the world, with a dedicated and focused effort.
AIIMS Jodhpur will also deliver mixed reality enabled remote healthcare services in the district of Sirohi to strengthen medical facilities delivered to underserved locations.
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