Google AI has announced that its research team is working on designing next-generation AI chips for a smart future. A new AI model allows artificial agents to perform chip design that solves new aspects of any problem more efficiently with an artificial neural network. Google research team has claimed that this model has the potential to save thousands of hours of human effort for the next generation. The Reinforcement Learning agents can generate a chip floor plan within six hours with the new AI model. Google has also utilised the AI model to design Tensor Processing Units that run in multiple data centres to improve other AI performances. A dataset of 10,000 chip layouts was used by Google to train with the Reinforcement Learning agents. Let's look at some other AI innovations created by Google for a better and smart future.
Google is focused on extensive research that advances the state-of-art in society by applying AI to multiple products and new domains. The hi-tech company is working to build the AI ecosystem to address societal challenges.
Google AI for Social Good is a programme focusing on solving humanitarian and environmental challenges with AI expertise. It supports the core research and engineering efforts to empower the social sector with various tools, resources and funding. Multiple projects are going on at Google AI for Social Good— fast and accurate forecasting floods, Project Euphonia for helping people with atypical speech, COVID-19 open data repository, identifying HIV/AIDS contractors, predicting risks for pregnant mothers, monitoring healthcare information, predicting human-wildlife conflict, informing dam and barrage for water release and supporting publishing content of undeserved Indian languages.
Google has also concentrated on making smart tools for anyone to use technology for solving complex problems efficiently and effectively. There is a collaborative ecosystem that provides different tools, exercises as well as open-source projects for society.
TensorFlow: It is an end-to-end open-source machine learning platform to help developers in the development and training of ML models with high-level APIs for easy debugging
ML Kit: It makes iOS and Android apps more engaging and personalised with an easy-to-use package from Google's machine learning expertise especially for mobile developers. The Vision and NLP APIs include barcode scanning, face detection, image labelling, object detection and tracking, text recognition, digital ink recognition, pose detection, language ID, on-device translation, entity extraction and many more.
Colaboratory: It is a Google research project that created an executable document, allowing the user to write and execute Python in any browser within Google Drive
Google Open Source: The main aim of Google Open Source is to bring all the value of open source to Google and all resources of Google to open source to enable collaboration and development of advanced technology
Google Cloud AI: The new unified machine learning platform helps to build, deploy and scale more effective AI models such as AI building blocks, AutoML, AI infrastructure, Vertex AI, Document AI, Deployed AI, Responsible AI and Conversational AI with speech-to-text, text-to-speech, virtual agent assist, NLP, Dialogflow CX as well as CCAI
LaMDA: The Language Model for Dialogue Application is invented by Google in 2017 to enable language modelling, machine translation as well as question-answering in an open-sourced network
Project Starline: This project enables people to watch 3D life-size human beings on a virtual window by applying computer vision, machine learning and spatial audio
Dermatology Assist Tool: This AI-powered tool tends to allow patients to click pictures of the skin and gain knowledge about the issue and symptoms for faster diagnosis
Google Maps: Google has incorporated Augmented Reality to provide a live view, extended information as well as more appropriate calculations of routes and directions
Google Assistant: Google has activated some family-oriented features such as Family Broadcast and Family Bell Reminder as well as for the kids there are Google Songs and Google Games to complete household chores with entertainment
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