InfoQ Homepage Emerging Technologies Content on InfoQ
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Exploring the Relationship between Quantum Computers and Machine Learning
The Google AI Quantum team recently published two papers that contribute to the exploration of the relationship between quantum computers and machine learning. InfoQ has spoken with Google senior research scientist Jarrod McClean to better understand the importance of these results.
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Introducing Hyperledger Grid, a Framework for Building Distributed Supply Chain Solutions
In a recent Hyperledger blog post, a new project has been announced, called Hyperledger Grid. Grid is a framework for integrating distributed ledger technology (DLT) solutions with enterprise business systems in the supply chain industry. The project consists of reference architectures, common data models and smart contracts, all based-upon open standards and industry best practices.
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Facebook Open-Sources PyText for Faster Natural Language Processing Development
In a recent blog post, Facebook announced they have open-sourced PyText, a modeling framework, used in natural language processing (NLP) systems. PyText is a library built upon PyTorch and improves the effectiveness of promoting experimentation projects to large-scale production deployments.
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Cross-Platform Augmented Reality Apps with Unity AR Foundation
Unity, maker of the eponymous game engine, continues to advance its AR Foundation project, which aims to make it easier for developers to create AR apps that runs both on iOS and Android. Its latest release adds support for ARKit’s ARWorldMap and Unity’s Lightweight Render Pipeline.
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Hyperledger Sawtooth 1.1 Adds New Consensus Algorithms and WebAssembly Smart Contracts
After the initial GA release back in February, the Hyperledger project has just released version 1.1 of Sawtooth, which mostly focuses on making it simpler to add new consensus algorithms and brings WebAssembly smart contracts.
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Simplifying Blockchain Security Using Hyperledger Ursa
In a recent blog post, the Hyperledger project announced that their latest project, Hyperledger Ursa, has been accepted by the Technical Steering Committee (TSC). Ursa’s primary objective is to simplify and consolidate cryptographic libraries in a trusted, consumable manner for use in distributed ledger technology projects in an interoperable way.
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Google Open-Sources Speaker Diarization AI Technology, Claims 92% Accuracy
In a recent blog post, Google announced they have open-sourced their speaker diarization technology, which is able to differentiate people’s voices at a high accuracy rate. Google is able to do this by partitioning an audio stream that includes multiple participants into homogeneous segments per participant.
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U.S. Commerce Dept Proposes Rulemaking for Export Control of Emerging Technologies Including AI
In the Federal Register, the official journal of the federal government of the United States, an article titled “Review of Controls for Certain Emerging Technologies” outlines proposed rulemaking for export control of “emerging technologies”, which includes a wide range of categories including biotechnology, artificial intelligence and robotics.
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Google Open-Sources BERT: A Natural Language Processing Training Technique
In a recent blog post, Google announced they have open-sourced BERT, their state-of-the-art training technique for Natural Language Processing (NLP) . Google has decided to do this, in part, due to a lack of public data sets that are available to developers. In addition, optimizations have been made to Cloud TPUs to reduce the amount of time required for training NLP.
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Facebook Releases PyTorch 1.0 Preview, with Google, AWS and Microsoft Azure Integrations
At a recent PyTorch developer conference in San Francisco, Facebook released a developer preview version of PyTorch 1.0. PyTorch is an open source, deep learning framework used to reduce friction in taking research projects to production. In this release, many investments have been made by public cloud and hardware companies to better support the PyTorch ecosystem.
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Introducing EmoPy: An Open Source Toolkit for Facial Expression Recognition
In a recent blog post, Angelica Perez shared information about a new open source project for an interactive film experience. The project is called EmoPy and focuses on Facial Expression Recognition (FER) by providing a toolkit that allows developers to accurately predict emotions based upon images passed to the service.
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Quantum Advantage Formally Proved for Short-Depth Quantum Circuits
Researchers from IBM T. J. Watson Research Center, the University of Waterloo, Canada, and the Technical University of Munich, Germany, have proved theoretically that quantum computers can solve certain problems faster than classical computers. The algorithm they devised fits the limitations of current quantum computing processors, and an experimental demonstration may come soon.
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Robot Operating System Comes to Windows
Robot Operating System (ROS), a meta-operating system for robot development, is now available on Windows 10. Microsoft’s initial, experimental build, dubbed ROS1, is integrated within Visual Studio and includes a full port of ROS Core and several modules. According to Microsoft, ROS on Windows will evolve to include full integration with GPU-based machine learning and Azure IoT Hub.
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Implementing Privacy by Design in Hyperledger Indy
Centralized identity providers, such as social media sites and consumer email services, provide convenience to users. But this approach creates data privacy and security risks. Hyperledger Indy, an open source blockchain project, is being built to address the current issues that exist in centralized identity providers by taking a 'Privacy by Design' approach to deal with these risks.
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Hyperledger Releases New Version of Burrow Featuring Improved Integration and Developer Experience
In a recent blog post, the Hyperledger open source project announced the next version of Burrow v.0.21.0. Within this release, organizations can expect improved integration, key-signing, helm charts for Kubernetes and developer experience.