Impact of AI and ML on the workplace

AI and ML Jobs


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The world around us is changing faster than ever, so buckle up and get ready for a wild ride.

Innovation and technological advances have become an integral part of our daily lives, and the world around us is changing at an unprecedented pace. What once seemed like science fiction is now a reality, and cutting-edge technology is rapidly displacing traditional methods, tools, and to some extent jobs.

Get rid of the old and bring in the smart

It seems like just yesterday we were blown away by the revolutionary concept of sending our first phone and text message. But these once-cutting-edge devices now seem like relics of a bygone era. Each of us has the remnants of electronics from a far past, except that time wasn’t that long ago. The time interval before these gadgets become obsolete is getting shorter and shorter. The rise of the Internet of Things (IoT) ushered in a new connected era where everything is smart and interconnected. From home to work, the norm is an arsenal of smart devices designed to make our lives easier, more efficient and more connected than ever before. The pace of technological innovation is astonishing, with new advances appearing every day and rapidly displacing old ways of doing things. Keeping up with the constant stream of innovation is hard, but it’s also incredibly exciting. From smart homes to self-driving cars, the world is becoming increasingly interconnected, and artificial intelligence (AI), machine learning (ML), and automation are at the forefront of this revolution.

Unleash the power of autonomous robots

One of the fastest growing technological advances is the evolution of robotics. Robot technology has evolved at an accelerated pace in recent years, mainly due to advances in AI, ML, and other fields. This evolution has created a new breed of autonomous robots that are more versatile, adaptable and intelligent than ever before thanks to these technologies.

Autonomous robots today can operate without human intervention. These robots are equipped with advanced embedded sensors, cameras, wireless communications, and numerous other tools that enable them to perceive, map, and navigate their environment. They use advanced algorithms to make decisions and perform highly complex tasks. This is in stark contrast to previous generations of stationary robots, which were often limited to simple, repetitive tasks and required human supervision and dedicated workspaces.

The use of AI and ML has truly unlocked the power of autonomous robots and given them more advanced capabilities. For example, robots can learn from experience and adapt to new situations, making them more flexible to handle complex tasks. It can also communicate with animals and humans, allowing them to work more efficiently and effectively in collaborative environments.

These robotic evolutions create interesting and very rapidly evolving environments that have the potential to change many aspects of our lives, including the workplace. Autonomous robots are being employed by businesses to take on jobs that in the not too distant past were performed by workers who worked long hours to ensure accuracy and efficiency.

“The recent coronavirus pandemic is likely contributing to the speed of automation we see in industries such as fast food restaurants today,” Texas economist Vance Zinn said in a recent interview. rice field. “As technology advances and weed out other industries, there will always be a shift to other jobs,” he continued. While this may be true, as we continue to embrace new and exciting robotic technologies, it is also important to understand the implications, impacts and opportunities autonomous robots have on our daily lives.

Rise of robotic labor

In 2023, McDonald’s will open its first robot restaurant in Fort Worth, Texas. Advertised as a “test restaurant,” the store features several modes of operation that allow customers to place orders using automated screens and pick up orders using drive-thru or walk-in pickup kiosks. . According to McDonald’s, this new approach and use of technology is aimed at serving customers in new and innovative ways, with a focus on order speed and accuracy, making the experience accessible to everyone. The purpose is that.

In other commercial applications, companies are deploying hundreds of robotic floor washers and vacuum cleaners to do more than clean floors. By now, we’ve all seen seemingly lonely robots relegated to janitorial duties, sweeping floors at local Walmarts and Sam’s Wholesale Clubs. These autonomous robots roam energetically, seemingly sweeping floors, pausing at obstacles and simply waiting for objects to move before starting their cleaning duties. Now, you might not be aware that while these autonomous robots are cleaning floors, they are also doing other tasks. In a recent CNBC article, Anshu Bhardwaj, Walmart’s senior vice president of technology strategy and commercialization, said, “Walmart is using artificial intelligence to empower customers and employees across its 4,700 stores and 600 Sam’s Clubs. We are improving the experience of One of his ways Walmart and Sam’s Club are doing this is by using floor-washing robots with inventory intelligence towers to track his 6,000 items in stores that average 136,000 square feet. . The scrubber robot takes 20 million photos every day. AI and ML can distinguish between Kellogg’s Flute Loops and Frosted Flakes and how much of each is on the shelf with 95% accuracy.

As a result, employee productivity increased by 15%, according to the article. Employee productivity is improved because stockers identify low or empty stock by robots instead of stockers first walking down a store’s food aisle to find missing inventory items that need replenishment. This may be because it makes it easier to replenish and replenish inventory because you can focus on withdrawing only the items that are available. Increase efficiency and free staff to focus on other tasks such as customer service or shelving. With this increased efficiency and increased accuracy of inventory levels, it’s only a matter of time before autonomous robots do all the stocking and restocking tasks for Walmart and Sam’s Wholesale Club.

These use case scenarios illustrate the impact autonomous robots powered by AI and ML will have on work and how more companies are adopting autonomous robots to streamline their business operations. increase. AI and ML will make it easier for businesses to automate labor-intensive tasks and free up employees to tackle higher-level tasks that require more skill and creativity. This shift in the workplace is reshaping the job market, requiring employees to develop new skills to remain competitive.

This week’s New Tech Tuesday features a robotics kit from Xilinx and a ToF sensor module from STMicroelectronics. Both parts offer innovative solutions for automation and robotics.

Xilinx® clear The KR260 Robotics Starter Kit is the ultimate solution for automation design engineers looking to revolutionize their target applications. This comprehensive kit includes a powerful K26 System-on-Module (SOM), state-of-the-art robotic carrier cards, and top-of-the-line thermal solutions. Features a compact SOM with key components like Zynq® Featuring an UltraScale+™ MPSoC based silicon device, memory, boot and security modules, the robot carrier card offers a rich set of interface options including multiple Ethernet interfaces, SFP+ connectivity, SLVS-EC sensor interfaces and microSD card. Don’t forget thermal solutions such as heatsinks, heatsink covers and fans. The Kria KR260 Robotics Starter Kit is specifically designed for factory automation, communications, control and vision applications with a focus on robotics and machine vision. The Kria KR260 Robotics Starter Kit is the ultimate tool for taking robotics to the next level, providing solutions for both optimizing production lines and enhancing machine vision.

STMicroelectronics’ VL53L8CX is an innovative new generation low-power, 8×8 multi-zone, ToF ranging sensor. Powered by STMicroelectronics’ FlightSense technology, the sensor offers excellent accuracy with a wide 65° diagonal field of view and a range of up to 400cm. The VL53L8CX incorporates an advanced metasurface lens and a powerful new generation VCSEL, all in a revolutionary ‘all-in-one’ module, enabling a variety of high-performance use cases. Whether you need low-power system activation, gesture recognition, SLAM for robotics, or liquid level monitoring, this sensor has you covered. Using STMicroelectronics’ patented algorithms, the VL53L8CX can detect and track multiple targets in the field of view with 64-zone depth measurements, and histograms guarantee a cover glass crosstalk tolerance of 60cm or better. Additionally, the VL53L8CX is certified as Class 1 for eye safety. SPI and I2C interfaces ensure high frame rates and fast boot times to maximize efficiency. Incorporate STMicroelectronics’ VL53L8CX into your next robot design to take advantage of his latest ToF ranging sensor technology.

takeout on tuesday

Autonomous robots offer innovative solutions for your business. The deployment of robots to perform labor-intensive tasks is becoming more prevalent. More and more companies are turning to autonomous robots powered by AI and ML to automate tasks traditionally performed by human workers. As robots become more sophisticated and ubiquitous, employees must stay up to date with the latest technology and develop higher levels of cognitive skills and creativity for the market.

Rudy
Rudy is a member of the Technical Content Marketing team at Mouser Electronics.



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