Рубрика: Robotics

Consider robotics not only as an enabler of STEM education but also as an obvious trump card for a bright future

Screen time is the greatest nightmare of today’s parental generation. What if the same screen time can be turned into something productive? No, we are not talking about facetime with old nannies. Robotics, an offshoot of mechanical engineering, computer science, and artificial intelligence combined, is the new kid on the block to captivate the imagination of the young generation all for the right reasons. While the older generation would be wondering,’ we never had to play with computers to become software engineers’, the alpha generation is well ahead in making predictions for future technologies, and making a robot from scratch is only a means to visualize their ideas. It is not the expectations for STEM education that is driving their interest but a genuine interest in robotics, for it offers a healthy combination of physical and mental activity.

Importance of Robotics in STEM education

Robotics integrates STEM subjects into one, which has been studied separately for ages. ‘Dull’ and ‘boring’ are the two words generally attributed to science subjects. They do not find any practical application in the everyday lives of children and so get averse to engaging with pointless theory cramming and problem solving. A paper published in the international journal of STEM education, explains how informal education can generate interest in STEM subjects. Robotics perfectly match this style of learning, making a child curious enough to relate classroom concepts with practical applications.

Schools are fast adapting to this trend not just to inculcate scientific vigour but also to modernise the teaching methodology right from the elementary level. Companies like Kinderlab Robotics, Wonder Workshop, RoboLink, etc, are exclusively making robots for Edtech industry, with programs related to science and technology to make learning interactive and engaging at the school level. STEM learning demands critical thinking and problem solving and through robotics a child learns to approach the knowledge he gains with a solution-oriented approach gaining skills of reason and logic in the process.

Robotics for Autistic kids:

The appeal of edtech robots lies in the way they can adjust to a child’s learning abilities. This quality gains immense importance when it comes to teaching autistic children. The needs of autistic children vary vastly when compared to normal kids. They have difficulty in using verbal and communication skills to engage with the environment around them and forget about learning STEM subjects. QTrobot, designed by AI startup LuxAI, is made specifically for autism students to impart knowledge through engagement sessions. Artificially Intelligent Robots someday might be able to decipher their language and enable a meaningful learning pattern in STEM subjects.

How is it significant for Gen Alpha?

Ask a 10-year-old artistically inclined child what he wants to be when grows up. The probable answer would be, a 3D graphic novelist or an AI artist. These answers would definitely perplex the elders but this is the reality. The current generation of kids may live a life co-habiting with artificial intelligence, go places like Mars and Moon like a regular traveler, and may also transform into a humanoid robot. The possibilities are many. The coming few years will see technological advancements like never before. AI will become so dominant that it becomes difficult to isolate STEM faculties from others. Therefore, it is fair enough to consider robotics not only as an enabler of STEM education but also as an obvious trump card for a bright future.

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Due to continuous advancement in AI technology and research robots are now getting the unique sixth sense

What is sixth sense technology?

Some experts believe that humans are born with a sixth sense. It’s the sense of proprioception, which is the perception or awareness of one’s own body’s position and movement. This sensation aids in the coordination of our motions.

Solid-state sensors, which have historically been utilised in robotics, are unable to record the high-dimensional deformations of soft systems, making this sophisticated sense difficult to replicate in robots. Embedded soft resistive sensors, on the other hand, have the ability to solve this problem. With the rapid advancement in AI technologies and researches, the discovery of new methodologies involving a variety of sensory material, and machine-learning algorithms, scientists are getting closer to conquering the difficulty of using this approach.

The generic coding for the integration of sixth sense technologies on the robot is done by multiple software. Sixth sense technology is a view of the notion of augmented reality. Sixth Sense recognises the items in our environment and presents information about them in a real-time context. The user can interact with the content through hand movements thanks to the sixth sense technology. When compared to text and graphic-based user interfaces, this is a much more efficient method.

After the robot is built and the sensors are installed, the next step is to integrate digital information into the actual world by programming the robot to take image recognition inputs, transforming it into a sixth sense robot and Python was used in conjunction with code from the Arduino IDE to complete this task.

How does a Sixth Sense Robot work?

In the sense of smell and taste, robots with chemical sensors could be far more precise than humans, but building in proprioception, the robot’s awareness of itself and its body, is far more challenging and is a big reason why humanoid robots are so tough to get right.

Tiny modifications can make a big difference in human-robot interaction, wearable robotics, and sensitive applications like surgery.

In the case of hard robotics, this is usually solved by putting a number of strain and pressure sensors in each joint, which allow the robot to figure out where its limbs are. This is fine for rigid robots with a limited number of joints, but it is insufficient for softer, more flexible robots.

Roboticists are torn between having a large, complicated array of sensors for every degree of freedom in a robot’s mobility and having limited proprioception skills. This challenge is being addressed with new solutions, which often involve new arrays of sensory material and machine-learning algorithms to fill in the gaps.

They discuss the use of soft sensors spread at random through a robotic finger in a recent study in Science Robotics. Rather than depending on data from a restricted number of places, this placement is similar to the ongoing adaptation of sensors in humans and animals.

The sensors enable the soft robot to respond to touch and pressure in a variety of locations, creating a map of itself as it contorts into difficult poses. A motion capture system observes the finger as it travels around, and the machine-learning algorithm interprets the signals from the randomly scattered sensors. After training the robot’s neural network, it can link sensor feedback with the motion-capture system’s detected finger position, which may then be discarded. The robot watches its own movements to figure out what shapes its soft body can take and then translates those shapes into the language of these soft sensors.

The benefits of this approach include the robots’ ability to predict complex motions and forces experienced by the soft robot (which is impossible with traditional methods) and also the fact that it can be applied to a variety of actuators and sensors.

The application of machine learning allows roboticists to create a reliable model for this complicated, non-linear system of actuator motions, which is difficult to achieve by just calculating the soft-expected bot’s motion. It also mirrors the human proprioception system, which is based on redundant sensors that fluctuate in position as we mature.

Machine learning techniques are revolutionising robotics in ways that have never been seen before. Combining these with our knowledge of how humans and other animals perceive and interact with the world around us is pushing robotics closer to being truly flexible and adaptable, and eventually omnipresent.

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Learn how medical robots will boom the medical industry in the next 10 years

The medical robotics business was more susceptible to economic downturns in 2022 than manufacturers of less expensive products because of more significant capital expenditures. However, because of the continued strength of the underlying demand, the robotic industry will expand until 2030. The surgical robots market size is expected to increase from US$9.6 billion in 2022 to US$18.8 billion in 2030 at a compound annual growth rate (CAGR) of 8%.

Due to the need for high-volume treatments, GlobalData anticipates that every medical robot market category will expand over the following ten years. Medical robots will be used by healthcare organizations more and more as a way to make up for staff shortages and raise the bar of care. Surgical robots shorten hospital stays, enhance patient outcomes, and lessen human error. Thanks to cloud computing and artificial intelligence, medical robots can work together and access enormous volumes of data without interruption. New types of surgical robots will open up new surgical options, such as using micro-robots to treat illnesses that are difficult to treat.

The robotic medical industry is increasing quickly following the decline in 2022, according to signals including M&A activity, patent filings, and hiring patterns. For instance, medical businesses engaged in 60 robotics-related deals in the past six months, following a fall in the number of such deals from 17 in 2019 to 13 in 2022, which reflected the poor macroeconomic climate. Deal value for robotics decreased from 2020 to 2022, falling by US$196.6 million, but is predicted to rise again in 2025.

The purchase of Spectrum Plastics Group and the merging of Globus Medical and NuVasive increased the year’s overall deal value to more than US$5.5 billion. The medical industry’s robotics M&A activity is primarily driven by three sectors: orthopedics, minimally invasive surgery, and imaging systems. Notably, top device manufacturers like Johnson & Johnson subsidiary DePuy Synthes and GE HealthCare consistently invest in new technologies and goods to expand their robotics product lines.

Robotic-related patent activity in the medical industry has steadily increased, going from 469 new awards in 2016 to 638 in 2022, according to GlobalData’s Patent Analytics database. In 2023, the number of patents continues to rise by 55% in May compared to April. According to the number of applications, the leading assignee is Intuitive Surgical, a pioneer in medical robot helpers for less invasive surgical operations. The top five robotic patent holders are US-based device businesses except for CMR Surgical, a UK-based device company. Regarding robotic patents granted for medical equipment, the US is the top patent authority, followed by China and Japan. In terms of applications, the US also leads, which points to higher levels of innovation.

According to an investigation of GlobalData’s Job Analytics database, over 3,600 new hires in the previous six months involved medical enterprises and were tied to robots. Initial job posting growth in the medical industry was 112% between Q1 2020 and Q3 2021. The dramatic rise in robotics employment in the healthcare industry may be attributed to the growing demand for robotic logistical solutions due to ongoing personnel shortages brought on by the Covid-19 outbreak. However, when corporations focused on other investments in 2021, growth slowed.

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list of the top 10 robotics breakthroughs, together with developments and applications

Robotic developments are influencing the future of many different fields and sectors. Robotics is the study and use of physical devices that can carry out activities too difficult, hazardous, or tedious for people. Artificial intelligence (AI) technology, which studies developing and applying computer programs that may replicate human intellect in machine operations, is frequently used in robotics.

Automation and robotics use computers, control systems, and information technology to manage industrial processes and machines. Robots can understand data from sensors, interact with people, learn from data, and adapt to changing situations using artificial intelligence (AI).

Let’s unravel the top 10 robotics breakthroughs, together with developments and applications:

1.Humanoid Robots:

Robots that look and behave like people are called humanoid robots. They may interact with human equipment and settings, research bipedal movement, or carry out jobs that would be unsafe, tedious, or dull for people. In recent years, humanoid robots have been employed for entertainment, assistance, teaching, and research. Honda’s P series, Sophia, Atlas, Pepper, and Optimus, are examples of humanoid robots.

2.Collaborative Robots (Cobots):

Robots that can securely operate side-by-side with people to finish a task that cannot be entirely automated are called collaborative robots (cobots). Cobots are distinct from industrial robots, shielded from human touch, and operate autonomously according to set schedules. Cobots are significant because they may increase scalability, economic efficiency, and corporate productivity.

3.Autonomous Drones:

Unmanned aerial vehicles (UAVs) that are autonomous use navigation and control software driven by artificial intelligence (AI) and do not need a human pilot to fly them. Drones operating independently can take off, land, fly, and complete tasks. Autonomous drones are crucial because they can carry out tasks like surveillance, reconnaissance, delivery, disaster relief, agriculture, and entertainment that are too boring, filthy, or hazardous for people to handle.

4.Surgical robots:

Robots that help with surgery are known as surgical robots. Since the early 1980s, they have been in use. A camera and small instruments coupled to robotic arms are used to do the surgery through tiny incisions, and this type of surgery is typically associated with surgical robots.

An enlarged, three-dimensional image of the surgical site is made possible by surgical robots, which are significant because they may improve the precision, flexibility, and control of the surgeon.

5.Swarm robots:

Swarm robots are crucial because they can accomplish resilience, scalability, and flexibility in various applications. “Robustness” refers to the swarm’s ability to withstand individual robot failures or losses without hurting performance. Scalability refers to the swarm’s capacity to adapt to changes in the quantity or size of robots without requiring significant adjustments. Flexibility is the ability of the swarm to adapt to changing conditions and tasks.

6.Soft robots:

Robots built of materials other than rigid links, such as soft elastics, are known as “soft robots.” They can provide special benefits in fields like medication delivery, surgery, prosthetics, wearable technology, and artificial organs where traditional rigid robots are ineffective. Some soft robots take inspiration from biological systems like animals or microbes. Techniques like 3D printing and origami folding may be used to create soft robots.

7.Exoskeletons:

Exoskeletons are the exterior skeletons that encase and guard the bodies of animals. Chitin, calcium carbonate, and silica exoskeletons are common in invertebrates, including arthropods and mollusks. Exoskeletons serve several purposes: defense, senescence prevention, feeding, and sensing. When an animal grows, its exoskeleton must be shed.

8.Robotic Prosthetics:

Mechanical limbs that replace a lost limb and are operated by nerve impulses and microprocessors are called robotic prostheses. Robotic prostheses can replace a bodily component that has been damaged, diseased, or congenitally deficient and can reestablish its normal functioning. Additionally, certain robotic prostheses may be controlled by thought and can offer sensory feedback. The mobility, comfort, and quality of life of those who have undergone amputations can all be improved with robotic prostheses.

9.Autonomous Vehicles:

Sensors and software are used by autonomous cars to perceive and navigate their environment. Levels of automation for autonomous cars can range from complete automation at level 5 to zero automation at level 0. Autonomous cars’ increased safety, comfort, productivity, and mobility may benefit consumers and society. Additionally, autonomous cars have the potential to upend the passenger car market and bring new benefits to the auto sector.

10.Agricultural Robotics:

Robots called “agricultural robots” automate specific tasks in the agriculture sector. They can harvest, plant, spray, weed, prune, and monitor. Farmers can boost output, save labor costs, enhance quality, and preserve the environment with the aid of agricultural robots. Depending on the crop and the activity, agricultural robots can have a variety of designs and capacities.

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Over the past few years, AI has become a buzzword. But, how do AI and RPA differ? And, how can these technologies be utilized in entertainment? Let’s take a look.

Robotic Process Automation (RPA)

Robotic process automation (RPA) is the use of programming ‘robots’ – physical or virtual – using innovative software. RPA is programmed with various rules that allow it to automate simple rule-based processes. For this reason, it might also be referred to as rule-based process automation – it quite literally automates processes based on rules. Due to this, RPA can be programmed to automate repetitive rule-based tasks, freeing up employees for more value-adding tasks instead. Thus, RPA can ultimately improve efficiency in operations, optimise productivity, reduce errors, and boost job satisfaction, as mundane tasks will no longer need manual input.
Outside of more formal business settings, RPA use has been slower on the uptake than AI, with most using RPA for customer service, HR, financial, and logistical applications. That said, blackjack, slot games, poker, and bingo at Paddy Power use RPA to automate processes behind the scenes and ensure that their games are as fair as possible. In this sense, the Irish betting company is leading the pack in regards to utilizing RPA in modern entertainment applications, coding it with around 100 rules to enhance and streamline customer experience, without compromising on the quality or loading speeds of the gameplay.

In modern entertainment applications like online casinos, RPA is also combined with optical character recognition (OCR) to further automate processes and enhance gameplay. The combination of RPA and OCR has cemented demand for RPA, according to Yahoo Finance. OCR is used to capture the results of any live games such as bingo, poker, blackjack, or roulette – and even customer service interactions – turning the results into code so that the results can be accurately read and recorded by RPA. Based on the rules, RPA can then use the results to inform its next steps, be it announcing a winner or requesting more information from the player, making the games as fair and authentic as possible.

Artificial Intelligence (AI)

Whilst RPA is sometimes labelled as a form of artificial intelligence (AI), technically it is not – well, not fully, at least. Though the way it works is similar, it is not a complete AI solution as it requires manual input to programme its rules and RPA itself can only follow these rules. However, AI has the ability to learn from the data that it processes without manual intervention. In this sense, whilst RPA is suited to repetitive tasks, AI can be used to automate more complicated tasks due to its ability to make decisions and solve problems.

For this reason, AI is more widely used in modern entertainment applications. In TV and film, AI is often used in content creation, post-production, and marketing, whilst, in the video game industry, AI is utilized to make gameplay more realistic. According to Forbes, AI in media and entertainment is worth $13 billion, and sees a compound annual growth rate of 26%. By 2030, it is estimated to be worth $99.3 billion.

With all this in mind, as technology is seemingly endlessly seeing new innovations, both RPA and AI could see many modern entertainment applications in the future. Whether it is RPA or AI (or both) depends on the complexity of the application, and the needs and requirements of the platform.

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According to a report by GlobalData, the surgical robotics market is set to grow at a CAGR of 8%

According to a report released on Tuesday, i.e., 21.06.2023, the surgical robotics market is anticipated to increase at a compound annual growth rate (CAGR) of 8% to US$15.8 billion in 2030 from US$8.6 billion in 2022.

The medical robotics industry was more susceptible to economic downturns in 2022 than manufacturers of less expensive products because of more enormous capital expenditures. However, the robotics industry will continue to expand until 2030 since underlying demand is still robust, according to a report by GlobalData, a top data and analytics provider.

According to the report, the desire for high-volume treatments will drive the growth of every medical robotics market over the coming ten years.

“GlobalData anticipates that over the next ten years, the desire for high-volume treatments will drive growth in every market sector for medical robots. To make up for personnel shortages and raise the level of service, healthcare organizations will invest more money in medical robots, according to Tina Deng, the principal medical devices analyst at GlobalData.

“Surgical robots shorten hospital stays, enhance patient outcomes, and lessen human error. Integrating artificial intelligence (AI) and cloud computing allows medical robots to work together and access vast volumes of data without interruption. New types of surgical robots will open up new surgical options, such as using micro-robots to treat challenging illnesses,” he continued.

Additionally, merger and acquisition (M&A) activity suggests that following a decline in 2022, the medical robotic business is increasing rapidly. The number of medical robotics-related M&A transactions, for instance, fell from 17 in 2019 to 13 in 2022, matching the adverse macroeconomic climate, and there were 60 robotics-related agreements by medical enterprises in the previous six months.

Robotics had a US$196.6 million fall in deal value between 2020 and 2022, but the market is predicted to rebound in 2023.

According to Deng, Orthopedics, minimally invasive surgery, and imaging systems are the three key sectors driving the robotics M&A active industry in the medical industry.

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A robot made of magnetic slime with a custard-like consistency can navigate narrow passages, grasp objects and fix broken circuits. It could be deployed inside the body to perform tasks such as retrieving objects swallowed by accident.

Elastic robots capable of manipulating objects and fluid-based robots that can navigate tight spaces both already exist, but robots combining both properties are less common.

In a rare incident, scientists have created magnetic slime with the aim of saving people’s lives. A video of the same was shared on TikTok by Dr Karan Raj and it has now gone viral. In the video, he explains how this slime can save the lives of human beings. Created by Professor Li Zhang and her colleagues at the Chinese University of Hong Kong, the slime contains magnetic particles.

However, a freaky breakthrough video shows a soft-bodied robot pulling wires together, enveloping objects like “The Blob,” navigating passages as narrow as 1.5 mm and even glomming together after being chopped apart, behaving like mercury from a broken thermometer.

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Haptic technology: importance in robotics and VR explained

Artificial touch can introduce data to clients, assist them with finishing a job, expand or supplant different faculties, and add vividness and authenticity to virtual interaction. We analyze these applications with regard to various haptic technology and the structures that haptic gadgets can take.

Haptics is the science and technology of sending and getting data through touch. At its generally essential, “haptic” amounts to something connecting with the feeling of touch. (It’s gotten from the Greek word for contact.)

Haptic Touch is a particular type of haptic input that utilizes vibrations to imitate sensations like squeezing a button or looking at a rundown when you do it on your screen. For instance, assuming you hold your finger on an application symbol, you’ll feel a vibration as a menu opens.

Artificial touch and robotics

Robots are able to do extremely exact movement, however, should be directed with accuracy to live up to their true capacity. A robotic surgeon’s arm can move more reliably and precisely than that of the best human surgeon. The key is to direct the robot surgeon’s arm with the human ability and furnish the specialist with shut circle movement control.

A new robot control technology called haptic technology is being created to give tactile input to the human surgeon while directing the automated movement.

Haptic technology gives tactile criticism to the controls and permits clients to actually contact, feel, and control three-layered objects. They can exactly control the placement of the robot’s end-effector (the finish of the robot arm that holds the device). Likewise, 3D limit data can be considered in the robot’s control profile to forestall movement into confined regions where it could really hurt, utilizing haptic controls ideal for automated medical procedure application.

Robotic movement inputs empower the administrator to make development inputs that are agreeable at a human scale while robotic operations on a lot more limited size. The technology likewise empowers the intensification, or “scaling,” of aspects between the mechanical finish of the framework and the human administrator. This ability has strong ramifications in the area of nanotechnology, including nanosurgery.

To find out about a genuine application for haptic robotic control technology, think about the field of automated medical procedures. Stanford Research Institute (SRI) and NASA collaborated to investigate doing a medical procedure in space. They were keen on evaluating a robot that it had created to do a medical procedure in conditions where the specialist would work careful apparatuses from a distance, and NASA was searching for a method for doing a medical procedure in a cleanroom climate on the International Space Station. In the past it automated medical procedures, technology can be utilized to control robots working in perilous regions (e.g., in mining activities), robots dealing with unsafe materials (e.g., atomic waste), or robots occupied with assembling nanoscale items, for example, micromachines for biomedical applications.

Artificial touch and VR

Submersion, cooperation, and a creative mind are three highlights of computer-generated reality (VR). Existing VR frameworks have genuinely reasonable visual and hearable inputs, and notwithstanding, are poor with haptic criticism, through which humans can see the actual world by means of plentiful haptic properties. Haptic showcase is a connection point expecting to empower respective sign correspondences among humans and PC, and in this manner to extraordinarily improve the submersion and association of VR frameworks.

Haptics in Virtual Reality (VR) offers an additional aspect by allowing clients to feel the virtual environment not just through faculties, for example, voice-based or vision-based connection in addition to the feeling of touch. It is basic to consider the drenching and connection parts of VR to get a sensible discernment of the fake world.

The majority of the examination in VR reproduction centers around the drenching part of VR. Nonetheless, the association part of VR that remembers Haptics has not been given it is not a kidding thought for Human-PC collaboration (HCI) studies, for the most part, because of the difficulties in building haptic-empowered VR frameworks. Particularly, post-COVID-19, there is a critical need to further develop clinical abilities preparing in emerging nations without compromising assistance conveyance. Giving reasonable and versatile answers to clinical experts for preparing for far-off careful necessities is fundamental.

VR can give you an environment where you feel the place as genuinely vivid and items as real. These items are bringing the VR world a bit nearer to accomplishing vivid encounters.

Gone are the days when haptic criticism was restricted to simply vibrating regulators and joysticks. As the innovation propels, the entirely different universe of VR haptic gadgets will be here to make your VR experience as flawless and vivid as can expect. Truth be told, certain individuals even accept that without Haptics, VR is only an image with sound.

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Robots are steadily becoming a part of modern society, but will they be answering if they commit a crime?

An accident is an undesired and unplanned event, and there is hardly a day in which the news media does not report on robotic accidents. Robots are featuring more and more in our daily lives and they can be incredibly useful. Over the years there have been many robot-related accidents. Robot accidents are becoming a concern for two reasons. First, the increase in the number of robots will naturally see a rise in the number of accidents they’re involved in. Second, we’re getting better at building more complex robots. When a robot is more complex, it’s more difficult to understand why something went wrong.

Accidents that can involve robotics and automation:

As technology advances, workplaces will find ways to use automation to enhance their processes. The four categories of robotic incidents include a robotic arm or controlled tool causing the accident, failure of accessory of the robot’s mechanical parts, or the robot’s power supplies going out of control.

• Impact or collision accidents: The workplace might soon be crowded with robotic arms, autonomous conveyor belts, and wire-driven delivery systems. Contact accidents can occur due to unexpected movements, component failures, or program changes with the robot’s arm or peripheral equipment.
• Crushing and trapping accidents: Workers might become trapped between a robotic arm and another piece of equipment. The individual can be physically driven into and crushed by other peripheral equipment.
• Mechanical part accidents: If the autonomous equipment breaks down or malfunctions it could cause an accident. A mechanical accident occurs when the robot-driven components, tooling or end-effector, peripheral equipment, or power source fail. Mechanical failures include releasing parts, failure of gripper mechanism, and dropping materials causing injuries to workers.
• Other accidents: Working with robots can lead to other types of mishaps also. There might be common accidents not related to the otherwise specified categories. Potential electrical and pressurized fluid hazards exist in the equipment that supplies robot power and control. High-pressure cutting streams or whipping hose hazards could result from rupturing hydraulic lines. Shock injuries, burn injuries, the release of pressurized fluids – these malfunctions can cause critical injuries.

Here are some real-life robotic accidents:

• Joshua Brown is the first person killed in a self-driving car accident.
• A repairman adjusting an active robot in its workspace slipped and the robot arm hit him on the head.
• Robert Williams is the first person ever killed by a robot. He was killed after the arm of a robot hit him as he climbed up a shelf to retrieve some casts.
• A worker entered an operating robot’s workspace for the purpose of removing components accumulation. Consequently, the arm of the robot impacted the worker’s head.
• Nine South African soldiers were killed, and another 14 were wounded after an anti-aircraft weapon started shooting by itself in 2007

How to investigate robotic accidents:

With increased automation and advancement in the field of robotics, comes the unique problem of robots killing humans. Most robots run on AI, capable of making human-like decisions for the robot, based on information fed from vast datasets. The more complex things a robot is capable of, the more types of information it has to interpret. As robots become more complex and are able to act on a variety of information, it becomes even more important to determine which information the robot has acted on, particularly when an accident happens.

If a robot gets damaged or when something goes wrong, we will be far more concerned that the robot causes harm or fails to mitigate harm to a person. Basically, robots don’t have a motive to harm in the first place.

Robot accident investigation has a key benefit over human accident investigation: there’s potential for a built-in witness, like with a black box. The black box was built to withstand plane crashes and provide information as to why the crash happened. This information is incredibly valuable not only in understanding incidents but in preventing them from happening again. It is built to record all information that the robot acts on.

The aim is that the ethical black box will become standard in robots of all makes and applications. While data recorded by the ethical black box is crucial in allowing us to investigate, the investigation process offers the chance to ensure that the same errors don’t happen twice.

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These top 10 robots can sense their surroundings. Read to know more.

How amazing will it be if your robots can grasp senses from the surrounding without you having to say anything? Well, this is no more a fictional idea as several robots have been made which are programmed to study their surroundings and capture important information. Here are the top 10 existing robots that have sixth sense capabilities in 2022.

Miko 3

This adorable little robot can hear, speak and relate to your child using a variety of speakers, algorithms, and cues from your child. Miko 3 is also programmed to help them learn, providing knowledge and skills that are right for their age and that you can control. It speaks multiple languages and can even teach your kiddo a new one. As more research finds that robots can get kids excited about reading, devices like this one will become increasingly popular.

Wigl

Rarely do we see the combination of music education with STEM training. Wigl was created to inspire kids at a young age to get into robotics and engineering. The little bug-looking robot dances based on the musical notes it hears. Your kids will learn the connection between their actions and that of robots when they can make it “wigl” as they play a song or sing to it.

Cue

For those who are ready for the next challenge in coding, there’s Cue. The app houses demos, tutorials, and challenges so that your young engineer can learn at their own pace and follow their own interests.

Aibo

Everyone tries to create a robot dog, but aibo seems like one that offers the most fun. With artificial intelligence, he can learn his environment and habits to fit in with your home and family. You can feed him with the app – shake your phone to bring him running at the sound of treats – send him on “Puppy Patrol” to find someone on your People of Interest registry and have him do tricks. As Sony, the maker of aibo, says, his “happiness is spending quality time with you.”

Vayyar Home

Falls are a concern for many, but this robot can help remove some of the worries. Vayyar Home uses radiofrequency to tell if someone in the room has fallen. Then, even if they’re unconscious, the device will contact a caregiver. It works anywhere in the home but is especially popular in bathrooms because the falls happen so often in that space and also because Vayyar Home does not use cameras. There are also no wearables or buttons that need to be pressed to send an alert. In addition to fall detection, Vayyar Home provides data on night-time wandering, the number of visits to the bathroom, and time spent resting so you can track changes in your loved one’s health and behavior.

ElliQ

Here’s another robot geared toward helping people age at home safely. ElliQ is part of a care program that keeps older homeowners engaged and mentally sharp through conversation. Described as “a dedicated sidekick,” it also has features related to physical exercise, stress management, and more.

Aido

No, it’s not a robot dog. This robot combines entertainment, convenience, and companionship into one humanoid robot. There’s an interactive projector so you can show movies and play games on a wall. It can also read stories to your kids, help with chores and act as a personal assistant. Connect it to other smart devices and you can ask Aido to do things like adjust the thermostat, see who’s at the door or play music. There’s speech and facial recognition and more AI integration you’ll love to explore when Aido becomes available.

PR2

The assistive robot is still in the research and development stages, but if it becomes viable, not to mention affordable, the benefits are priceless. The goal is to give individuals with disabilities more independence. In trial studies, it has worked with those who are paralyzed to help them complete tasks as common as scratching an itch. If this robot succeeds in assisting in other ways – eating, dressing, cleaning – countless people will be able to live more “normal” lives.

SpotMini

This robotic dog is a spinoff of Boston Dynamics’ original Spot. While Spot is better suited for construction and public safety uses – in 2021 Hyundai started using it to monitor safety in some of its factories – they anticipate SpotMini to be of greater use in homes. It already has figured out how to help with dishes and opening doors. What sets SpotMini apart from other household chore robots is that it operates on four legs rather than wheels. That opens possibilities for assisting on uneven ground and stairways.

Cleansebot

The things we touch and use every day are the same things we should be cleaning most often if we want to keep our homes and families healthy. Sometimes those high-touch items are also the toughest to clean. Enter Cleansebot. This compact robot claims to use UV-C light technology to sanitize 40 different materials, including fabric. This might be the perfect solution for giving couches, curtains, and bedding, especially when traveling and staying in hotels, a good cleaning.

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