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Building reliable Machine Learning models with limited training data

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Groundbreaking soft valve technology enabling sensing and control integration in soft robots

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Game-Changing Assist: How AI is Revolutionizing the World of Sports

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From enhancing performance analysis to improving fan engagement, Artificial Intelligence (AI) is making its mark on the world of sports. This article explores the game-changing impact of AI in various aspects of sports, revolutionizing training, strategy, player performance, and fan experiences. Conclusion: AI is revolutionizing the world of sports, from…

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‘Brainless’ robot can navigate complex obstacles

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Soft inflatable robots have emerged as a promising solution for applications that require both safety and adaptability. However, integrating sensing and control systems into these robots has been a challenge without compromising their soft and flexible nature. To address this issue, a collaborative research team led by Professor Jiyun Kim from the Department of New Material Engineering and Professor Jonbum Bae from the Department of Mechanical Engineering at UNIST (Ulsan National Institute of Science and Technology) has developed groundbreaking “soft valve” technology. This innovation provides an all-in-one solution by seamlessly integrating sensors and control valves while preserving the softness and form factor of these robots.

Traditionally, soft robots incorporated rigid electronic components for sensing purposes. However, the team’s research introduces a novel approach to overcome this limitation. They have created soft analogs of sensors and control valves that operate without electricity. These tube-shaped components serve a dual function: detecting external stimuli and precisely controlling movement using air pressure alone. By eliminating the need for electricity-dependent components, these all-soft valves enable safe operation underwater or in environments where electrical sparks may pose risks, while also reducing the overall weight of robotic systems. Additionally, each component is cost-effective, with an estimated cost of approximately 800 Korean Won.

Professor Kim explained the significance of their work, stating, “Previous soft robots had flexible bodies but relied on hard electronic parts for stimulus detection sensors and drive control units. Our study focuses on making both sensors and drive control parts using soft materials.”

The research team demonstrated various applications of this innovative technology. They developed universal tongs capable of delicately handling fragile items like potato chips, preventing breakage that can occur with conventional rigid robot hands. Additionally, they used these all-soft components to create wearable elbow assist robots designed to reduce muscle strain during repetitive or strenuous arm movements. The elbow support automatically adjusts according to the angle of the user’s arm, resulting in an average 63% reduction in elbow strain when wearing the robot.

The operation of the soft valve relies on the flow of air within a tube-shaped structure. When tension is applied to one end of the tube, a helically wound thread inside compresses it, thereby controlling the inflow and outflow of air. This accordion-like motion allows for precise and flexible movements without the need for electrical power.

Furthermore, the research team demonstrated that by programming different structures or numbers of threads within the tube, they could accurately control variations in airflow. This programmability enables customized adjustments to suit specific situations and requirements, providing flexibility in the response of the driving unit even when consistent external forces are applied to the end of the tube.

Professor Bae expressed excitement about this development, saying, “These newly developed components can be easily employed using material programming alone, eliminating the need for electronic devices. This breakthrough will significantly contribute to advancements in various wearable systems.”

This groundbreaking soft valve technology represents a significant step toward fully soft, electronics-free robots capable of autonomous operation, a crucial milestone for enhancing safety and adaptability across various industries. The research was supported by various organizations, including Korea’s National Research Foundation (NRF), Korea Institute of Materials Science (KIMS), and Korea Evaluation Institute of Industrial Technology.

AI has revolutionized digital marketing by providing advanced tools and techniques to analyze data, optimize campaigns, personalize content, and enhance customer experiences. Here are some key ways in which AI is transforming digital marketing:

  1. Data Analysis and Insights: AI algorithms can process and analyze vast amounts of data, including customer behavior, preferences, and interactions across various digital channels. This allows marketers to gain valuable insights into consumer trends, patterns, and preferences, enabling data-driven decision-making.
  2. Customer Segmentation and Personalization: AI enables marketers to segment their audience based on various criteria and personalize marketing messages and content accordingly. By leveraging AI algorithms, marketers can deliver targeted and relevant content to individual customers at the right time and through the most effective channels.
  3. Predictive Analytics: AI-powered predictive analytics helps marketers forecast future customer behavior, identify potential leads, and optimize marketing campaigns. By analyzing historical data and patterns, AI algorithms can predict which customers are most likely to convert, allowing marketers to focus their efforts and resources on high-potential prospects.
  4. Chatbots and Virtual Assistants: AI-powered chatbots and virtual assistants are widely used in digital marketing to enhance customer engagement and support. These AI-driven tools can provide real-time assistance, answer customer inquiries, offer personalized recommendations, and guide users through the customer journey.
  5. Content Creation and Optimization: AI algorithms can generate content, such as product descriptions, blog posts, and social media captions. AI-powered content creation tools can assist marketers by generating ideas, suggesting improvements, and automating the content creation process. AI can also optimize content for SEO by analyzing search trends, keywords, and user intent.
  6. Ad Targeting and Optimization: AI helps optimize digital advertising campaigns by analyzing customer data, behavior, and engagement metrics. AI algorithms can identify the most relevant audience segments for ads, optimize ad placement, and adjust targeting parameters in real-time to maximize the impact of advertising efforts.
  7. Sentiment Analysis and Social Listening: AI-powered sentiment analysis tools can analyze social media posts, reviews, and customer feedback to understand public opinion and sentiment towards a brand or product. This helps marketers gain insights into customer perceptions, identify emerging trends, and respond effectively to customer feedback and concerns.
  8. Marketing Automation: AI-powered marketing automation platforms streamline and automate repetitive marketing tasks, such as email marketing, lead nurturing, and campaign management. AI algorithms can segment audiences, trigger personalized workflows, and deliver targeted messages based on customer behavior and preferences.
  9. These are just a few examples of how AI is transforming digital marketing. The integration of AI technologies empowers marketers with advanced capabilities, improves campaign performance, enhances customer experiences, and allows for more effective and personalized marketing strategies.

From enhancing performance analysis to improving fan engagement, Artificial Intelligence (AI) is making its mark on the world of sports. This article explores the game-changing impact of AI in various aspects of sports, revolutionizing training, strategy, player performance, and fan experiences.

  1. Performance Analysis: AI-powered systems analyze vast amounts of data, including player statistics, match footage, and sensor data, to provide deep insights into performance. Coaches and analysts can leverage AI to gain a comprehensive understanding of player strengths, weaknesses, and strategies, enabling data-driven decision-making.
  2. Injury Prevention and Player Fitness: AI algorithms can assess players’ physical condition, monitor workload, and predict injury risks. By analyzing data from wearable devices and tracking player movements, AI helps teams optimize training regimens, minimize injuries, and maximize player fitness levels.
  3. Enhancing Game Strategy: AI assists coaches in developing effective game strategies by analyzing opponents’ strengths, weaknesses, and historical performance. Machine learning algorithms can identify patterns, predict opponents’ actions, and recommend optimal strategies, providing teams with a competitive edge.
  4. Video Assistant Referee (VAR) Technology: AI-based VAR technology is transforming the way sports are officiated. By analyzing video footage in real-time, AI systems help referees make accurate and fair decisions, reducing human errors and controversial calls.
  5. Fan Engagement and Personalization: AI-driven algorithms enable personalized fan experiences by tailoring content, recommendations, and engagement based on individual preferences. AI chatbots and virtual assistants enhance fan interactions, provide real-time updates, and offer personalized insights, creating a more immersive and engaging fan experience.
  6. Sports Broadcasting: AI enhances sports broadcasting by automating processes such as video tagging, highlight reel creation, and real-time data visualization. AI algorithms can generate automated play-by-play commentary, provide statistical insights, and offer interactive graphics, enriching the viewing experience for fans.
  7. eSports and AI Competitions: AI is not only impacting traditional sports but also making waves in the world of eSports. AI-powered virtual players compete against human players in games like chess, Dota 2, and Go, pushing the boundaries of AI capabilities and creating new avenues for competitive gaming.

Conclusion: AI is revolutionizing the world of sports, from improving player performance and strategy to enhancing fan engagement and transforming officiating. With its ability to analyze vast amounts of data, provide real-time insights, and automate processes, AI is set to reshape the future of sports, offering new opportunities and unprecedented levels of innovation. The game-changing assist of AI in sports is here to stay, propelling the industry into exciting and uncharted territories.

The UK and Israel are set to sign an innovation and tech collaboration agreement aimed at fostering joint tech projects and advanced research areas, including quantum computing. The deal, which follows a meeting between science ministers in London, will involve a commitment of £1.7 million in support for collaborative tech initiatives. The agreement aligns with the UK’s broader objective of forming tech and innovation partnerships worldwide, similar to agreements reached with countries like India, Japan, Switzerland, and South Africa.

Israel is renowned for its innovation and startup ecosystem, with a strong emphasis on research and development (R&D). The collaboration with Israel spans three key areas: research, commercialization, and bilateral government priorities. Israel’s high R&D spending has contributed to a thriving technology landscape, producing successful startups such as website builder Wix and navigation app company Waze, which Google acquired in 2013.

George Freeman, the UK’s Minister for the Department for Science, Innovation, and Technology, emphasized Israel’s reputation as a global innovation hub and highlighted the significance of this collaboration in supporting the UK’s mission to become a science superpower.

Ofir Akunis of Israel’s Ministry of Innovation, Science, and Technology noted that the agreement would strengthen scientific and technological cooperation and networking between both countries, benefiting their scientific communities and broader economies.

This collaboration follows the UK’s recent agreement with the EU to participate in the Horizon Europe scientific research program, further demonstrating the country’s commitment to fostering international research and innovation partnerships.

Researchers have extended their earlier work on soft robots by creating a “brainless” version capable of navigating more complex and dynamic environments independently. The soft robot uses physical intelligence, relying on its structural design and material properties rather than computer or human guidance.

The soft robot is constructed from ribbon-like liquid crystal elastomers. When placed on a surface hotter than the ambient air, a portion of the ribbon in contact with the surface contracts while the exposed part does not, inducing a rolling motion. The warmer the surface, the faster the robot rolls.

However, unlike the previous symmetrical design, the new soft robot has an asymmetrical structure with two distinct halves. One half resembles a twisted ribbon extending in a straight line, while the other half is more tightly twisted and spirals around itself.

The asymmetry of the design allows one end of the robot to exert more force on the ground than the other, causing the robot to turn without requiring contact with an object. This capability enables it to navigate twisty mazes and negotiate its way around moving obstacles without getting stuck between parallel objects.

The researchers demonstrated the robot’s ability to navigate complex mazes, including those with moving walls, and to fit through narrow spaces narrower than its body size. The robot was tested on both a metal surface and in sand.

The development of this asymmetrical soft robot design represents progress in soft robot design, particularly for applications where such robots can harness heat energy from their environment, offering potential for innovative applications.

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Groundbreaking soft valve technology enabling sensing and control integration in soft robots
News

Groundbreaking soft valve technology enabling sensing and control integration in soft robots

Soft inflatable robots have emerged as a promising solution for applications that require both safety and adaptability. However, ...
Read More
Technology

AI and Digital MarketingThe Future is Now: AI-Powered Digital Marketing StrategiesAI and Digital Marketing

AI has revolutionized digital marketing by providing advanced tools and techniques to analyze data, optimize campaigns, personalize content, ...
Read More

Groundbreaking soft valve technology enabling sensing and control integration in soft robots

Soft inflatable robots have emerged as a promising solution for applications that require both safety and adaptability. However, integrating sensing and control systems into these…

Read More

AI and Digital MarketingThe Future is Now: AI-Powered Digital Marketing StrategiesAI and Digital Marketing

AI has revolutionized digital marketing by providing advanced tools and techniques to analyze data, optimize campaigns, personalize content, and enhance customer experiences. Here are some…

Read More

Game-Changing Assist: How AI is Revolutionizing the World of Sports

From enhancing performance analysis to improving fan engagement, Artificial Intelligence (AI) is making its mark on the world of sports. This article explores the game-changing…

Read More

UK and Israel sign £1.7m tech collaboration deal

The UK and Israel are set to sign an innovation and tech collaboration agreement aimed at fostering joint tech projects and advanced research areas, including…

Read More

‘Brainless’ robot can navigate complex obstacles

Researchers have extended their earlier work on soft robots by creating a “brainless” version capable of navigating more complex and dynamic environments independently. The soft…

Read More

Welcome to AI Hub.Today – A leading online platform

AI Hub Today is a leading online platform dedicated to providing the latest news, insights, and developments in the field of Artificial Intelligence (AI). As…

Read More

“Truly Mind-Boggling” Breakthrough: Graphene Surprise Could Help Generate Hydrogen Cheaply and Sustainably

A groundbreaking revelation in the field of hydrogen generation has emerged, leaving experts astounded by the unexpected capabilities of graphene. This discovery, hailing from collaborative…

Read More

Verbal nonsense reveals limitations of AI chatbots

The era of artificial intelligence (AI) chatbots that appear to understand and use language in a human-like manner has dawned. These chatbots rely on large…

Read More

How AI helps travel industry

AI brings several benefits to the travel industry by enhancing the travel experience, improving operational efficiency, and providing personalized services. Here are some ways AI…

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Building reliable Machine Learning models with limited training data

Researchers from the University of Cambridge and Cornell University have made a breakthrough in developing Machine Learning models capable of comprehending complex equations in real-world…

Read More

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Groundbreaking soft valve technology enabling sensing and control integration in soft robots

Groundbreaking soft valve technology enabling sensing and control integration in soft robots

Soft inflatable robots have emerged as a promising solution for applications that require both safety and adaptability….

Read More

AI and Digital MarketingThe Future is Now: AI-Powered Digital Marketing StrategiesAI and Digital Marketing

AI has revolutionized digital marketing by providing advanced tools and techniques to analyze data, optimize campaigns, personalize…

Read More

Game-Changing Assist: How AI is Revolutionizing the World of Sports

From enhancing performance analysis to improving fan engagement, Artificial Intelligence (AI) is making its mark on the…

Read More