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Empathy over efficiency: How human-centered design is transforming AI

Prateek Mital R&D Centre Hitachi India Pvt. Ltd. In the rapidly evolving field of artificial intelligence that is increasingly complex and opaque, the design of AI systems has traditionally been driven by technical prowess and algorithmic efficiency. However, a significant shift is underway—one t...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogMachine learningAnalyticsDesign thinkingSystem designAI ethics

Making space for the data economy - A machine learning solution for data compression

Aniruddha Rajendra RAO Research & Development Division Hitachi America, Ltd. The global datasphere is growing at an unprecedented rate, with predictions that it will reach 175 zettabytes by 2025[1] but as a 2021 MIT Technology Review notes, we’re just “scratching the surface of data-driven opport...
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hitachi-rd-en @ hitachi-rd-en
Industrial AI BlogAI & Data scienceMachine learning

Robot System for Highly Efficient Work at Heights on Scaffolding under Unstable Installation Conditions

Demonstrating the effectiveness of machine-learning robot control technology in increasing task success rates and real-time process rescheduling technology in completing tasks in a shorter time Hitachi, Ltd. has developed a dual-arm construction robot system for reducing manpower requirements at ...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsElectronicsControl systems & MechatronicsAI & data scienceDigital service platformsUrbanRobot systemMachine learning

Applying reinforcement learning in society: Expectations and challenges

In recent years, reinforcement learning (RL) has been demonstrating performance beyond that of humans in the areas of games and robotics. However, there are still many hurdles which need to be overcome before we can apply RL to real-world systems. In this technotalk, Professor Aaron Courville fro...
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hitachi-rd-en @ hitachi-rd-en
Insights from AI/AnalyticsAI & Data scienceMachine learning

Development of a prototype Cyber Physical System (CPS) that contributes to attraction of customers through increased efficiency of operations at community-based shopping mall

Effective operational methods for attracting customers discovered at nonowa Kunitachi operated by JR Chuo Line Community Design Co., Ltd. Hitachi, Ltd. has developed a prototype Cyber Physical System (CPS) for supporting the PDCA*1 cycle in facility operation geared toward a community-based shopp...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsSoftware & SystemsUrbanCyber-physical systemMachine learning

Hitachi Achieves State-of-the-Art Performance in the Task of Human-Object Interaction Detection

New deep-learning-based AI model to deeply understand images Hitachi has developed a new deep-learning-based algorithm for the task of human-object interaction detection, which can use not only humans and objects locations but also predict their co-relations in an image, achieving state-of-the-ar...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsAI & Data scienceUrbanPublic sectorMachine learning

Development of elemental technologies for automated welding by robots equipped with advanced know-how of skilled welders

Visualizes tacit knowledge of human skills, improves on-site productivity, and supports skill transfer Aiming to improve on-site productivity and deal with a shortage of human resources due to the generational turnover of skilled welders, Hitachi, Ltd. has developed automation technologies for di...
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hitachi-rd-en @ hitachi-rd-en
R&D TopicsElectronicsControl systems & MechatronicsManufacturingAutomationMachine learning

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