InfoQ Homepage Emerging Technologies Content on InfoQ
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Moving Embodied AI forward, Facebook Open-Sources AI Habitat
In a recent blog post, Facebook has announced they have open-sourced AI Habitat, an Artificial Intelligence (AI) simulation platform that is designed to train embodied agents, such as virtual robots. Using this technology, robots can learn how to grab an object from an adjacent room or assist a visually-impaired person in navigating an unfamiliar transit system.
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MIT Debuts Gen, a Julia-Based Language for Artificial Intelligence
In a recent paper, MIT researchers introduced Gen, a general-purpose probabilistic language based on Julia aimed to allow users to express models and create inference algorithms using high-level programming constructs.
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Bringing Blockchain Developer Tools to the Enterprise, Truffle and Microsoft Announce Partnership
In a recent blogpost, Microsoft and Truffle announced a partnership to bring blockchain developer tools and experiences to the Microsoft Azure ecosystem. The investments the organizations are making include local blockchain nodes for testing, with test data, smart contract authoring and continuous deployment, debugging and testing.
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Facebook PyRobot Aims to Make Robot Programming Easier
According to Facebook, PyRobot will allow developers to get up and running with a robot quickly thanks to it providing a higher-level abstraction on top of the robot operating system (ROS).
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Cloudflare CIRCL Experiments in Post-Quantum Cryptography
Cloudflare has open-sourced CIRCL (Cloudflare Interoperable, Reusable Cryptographic Library), a collection of algorithms for post-quantum (PQ), elliptic curve cryptography, and hashing for prime groups.
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Microsoft Launches Blockchain-Based Decentralized Identity System
Recently launched in preview by Microsoft, ION is a Decentralized Identifier (DID) network that runs on top of Bitcoin and aims to provide a decentralized identity system and PKI at scale.
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Introducing Interoperable Blockchain Identity Solutions with Hyperledger Aries
In a recent blog post, the Hyperledger project announced their 13th project called Hyperledger Aries, which provides an interoperable identity management toolkit that enables creating, transmitting and storing verifiable digital certificates. Using this toolkit, organizations can support, secure, interoperable peer-to-peer messaging across different distributed ledger technologies (DLT).
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Making Robots More Intelligent, Microsoft Releases Autonomous Systems Platform
At the recent Build conference in Seattle, Microsoft announced, in limited preview, an end-to-end toolchain to help developers and organizations build autonomous systems for their industries. The platform includes machine teaching tools and simulation technologies that enable intelligent robotic systems to complete tasks like running autonomous forklifts and robotic inspection platforms.
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Microsoft Open-Sources CCF Framework to Improve Blockchain Ledgers Throughput and Latency
Microsoft Confidential Consortium Framework (CCF) is an open-source framework aiming to enable the creation of blockchain ledgers that can execute transactions with throughput and latency similar to those of a centralized database, says Microsoft.
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Microsoft Open-Sources Q#, its Language for Quantum Computing
At its Build 2019 conference, Microsoft announced it will open-source parts of its Quantum Developer Kit, including the Q# compiler and quantum simulators, this summer on GitHub.
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W3C Publishes WebXR Draft Specification for Direct Web Interaction with Immersive Hardware
The World Wide Web Consortium recently published draft specifications for WebXR. The WebXR Device API seeks to provide "the interfaces necessary to enable developers to build compelling, comfortable, and safe immersive applications on the web across a wide variety of hardware form factors".
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Google Expands ML Kit, Adds Smart Reply and Language Identification
In a recent Android blog post, Google announced the release of two new Natural Language Processing (NLP) features for ML Kit, including Language Identification and Smart Reply. In both cases, Google is providing domain-independent APIs that help developers analyze and generate text, speak and other types of Natural Language text.
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Introducing TensorFlow Privacy, a New Machine Learning Library for Protecting Sensitive Data
In a recent blog post, TensorFlow announced TensorFlow Privacy, an open source library that allows researchers and developers to build machine learning models that have strong privacy. Using this library ensures user data are not remembered through the training process based upon strong mathematical guarantees.
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IBM May Have Found a Path to Dealing with Decoherence in Current Quantum Computers
In a recent Nature paper, researchers from IBM and other institutions devised two quantum algorithms to train a quantum support vector machine (SVM) classifier and proposed a novel approach to dealing with decoherence and noise in current quantum hardware.
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Facebook Open-Sources DeepFocus, Bringing More Realistic Images to Virtual Reality
In a recent blog post, Facebook announced they have open-sourced DeepFocus, an AI powered framework for improving focus on close objects. This technology ensures nearby objects are in-focus, while distant objects appear out of focus, much like cinematic experiences. DeepFocus takes advantage of an end-to-end convolutional neural network that produces an accurate retinal blur in near real-time.