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Artificial Intelligence

United Airlines use artificial intelligence (AI) to enhance the flying experience and make it more convenient

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Upon entering a United Airlines aircraft, the gate agents, flight attendants, and other personnel responsible for ensuring the timely departure of your trip engage in a chatroom where they coordinate various tasks that, ideally, you as a passenger will remain oblivious to. Is there still available capacity for carry-on luggage? Was the caterer able to provide the absent orange juice? Is there a method to ensure that a family can be seated together?

Upon a flight delay, a notification containing a detailed explanation will be sent via text message and will also be available on the United app. Typically, the message is generated using artificial intelligence. Meanwhile, at offices worldwide, dispatchers are analyzing this up-to-the-minute data to guarantee that the crew can still lawfully operate the aircraft without violating FAA restrictions. Recently, United activated their artificial intelligence customer support chatbot.

Jason Birnbaum, appointed as United’s Chief Information Officer in 2022, oversees a workforce of more than 1,500 employees and over 2,000 contractors who are accountable for all the technological aspects of the company’s operations.

“The aspect of our business that I find enjoyable is the same aspect that you find displeasing,” he expressed during our recent conversation. “I worked at GE for an extended period of time in the appliance industry. If we were absent for a day, I doubt anyone would take notice.” The statement would be: ‘The production of dishwashers is not proceeding well.’ However, it lacked newsworthiness. Currently, in the event of any occurrence, even if it lasts for a mere 15 minutes, it not only spreads rapidly throughout various social media platforms but also prompts press vehicles to converge at the airport.

Prior to joining United, Birnbaum accumulated 16 years of experience at GE, progressing from the role of technology manager to ultimately serving as the Chief Information Officer of GE Consumer and Industrial, located in Budapest. In 2009, he assumed the role of Chief Information Officer for GE Healthcare Global Supply Chain. In 2015, he became the Senior Vice President of Digital Technology at United. In this role, he oversaw the implementation of projects such as ConnectionSaver, which is one of United’s initial services that utilizes artificial intelligence and machine learning. ConnectionSaver is designed to proactively delay flights when passengers have limited time between connections. This service personally saved me from spending 12 hours at San Francisco International Airport last week.

I desired to engage in a conversation with Birnbaum regarding his thoughts, as well as those of other Chief Information Officers (CIOs) at multinational corporations, on the utilization of artificial intelligence (AI). The airline is exploring that particular domain of innovation. Prior to discussing AI, it is important to note that United is now in the process of transitioning its services to the cloud. The current trend in cloud computing revolves around the optimization of cloud infrastructure and cost reduction.

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“I am beginning to notice the emergence of companies and startups that focus on optimizing and managing cloud services.” Many individuals are currently concerned with inquiries such as, ‘Do you possess a substantial amount of data that I can optimize storage for?’ Alternatively, ‘You have a multitude of new applications; may I assist you in enhancing your monitoring capabilities?’ “Due to the obsolescence of your previously utilized tools,” he stated. According to him, the era of digital transformation may have come to an end, and we have now entered the era of cloud optimization.

United Airlines has made significant investments in cloud computing, notably Amazon Web Services (AWS), which it has chosen as its preferred cloud provider. Not unexpectedly, United is also examining how the company might enhance its cloud utilization, considering both cost and dependability factors. For many firms undergoing this process, it also involves assessing developer productivity and incorporating automation and DevOps approaches. “We have arrived.” “While we already have a well-established presence in the cloud, we are now actively seeking ways to further optimize our operations,” Birnbaum stated.

However, this also relates to the dependability of the matter. Similar to other airlines, United continues to utilize numerous legacy systems which remain functional. “To be honest, we are extremely cautious as we progress through this process, ensuring that we do not interfere with the operation or cause harm to ourselves,” he stated.

United has previously migrated and deactivated numerous legacy systems, and this process is still in progress. In the upcoming months, the corporation plans to deactivate a substantial Unisys-based system. However, Birnbaum maintains the belief that United will persist in utilizing on-premises technology. “I simply desire to be in the optimal locations for applications and user experience,” he stated, whether it is for reasons of performance, privacy, or security.

However, the corporation is not attempting to develop a comprehensive United Platform that would manage all of its systems. According to Birnbaum, the day-to-day operations of airlines are too complex to simplify. Certain platforms oversee the management of bookings, ticketing, and bag tracking, while others specifically deal with crew assignments.

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When a malfunction occurs, it is imperative for such systems to collaborate seamlessly and operate with minimal delay. That is the reason why United is placing its trust in a single cloud supplier. “I do not anticipate that we will have a single platform,” Birnbaum stated. “I believe we will become highly proficient in establishing connections between objects and enabling seamless communication between applications.”

Practically speaking, this implies that the crew can now track the caterer’s arrival time and the individuals who have completed the check-in process for the flight. The ground teams and flight attendant crews have the ability to observe all of that information via their internal chat application as well.

Each flight possesses an artificial intelligence narrative.
Amidst the ongoing development, United is also exploring the most effective ways to utilize artificial intelligence (AI).

An anecdote frequently recounted regarding AI/ML in major corporations is that ChatGPT did not fundamentally alter the mindset of technologists but rather prompted its rapid inclusion in boardroom deliberations. The same applies to United as well.

“Our AI practice was quite advanced,” Birnbaum responded when questioned about the moment he recognized the importance of generative AI. “We have developed numerous functionalities to effectively handle models, perform tuning, and other related tasks.” Fortunately, we had previously made a substantial investment in this skill, which was advantageous for us. The arrival of ChatGPT did not necessitate that we treat it seriously. The person inquiring about the matter was the CEO and the board, who expressed a sudden interest in obtaining further information.

Birnbaum stated that United has a strong and optimistic outlook on artificial intelligence. “The travel industry offers numerous opportunities for the application of AI, benefiting both customers and employees.” One example of such a campaign is United’s “Every flight has a story.”

Until recently, it was common to receive a notification regarding a flight delay without any other details. Perhaps the arrival of the flight was postponed. Perhaps there was a technical malfunction. In recent years, United Airlines has implemented the use of agents to compose concise notifications that elucidate flight delays. These notifications are disseminated through the airline’s mobile application and as text messages. Currently, the majority of these messages are generated by artificial intelligence, with data being sourced from the chat app and other platforms.

Similarly, United is considering the utilization of generative AI to condense flight information for its operations personnel, enabling them to obtain a concise summary of ongoing events.

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Recently, United completely transitioned their chat system on United.com to an artificial intelligence agent as well. According to Birnbaum, the system felt significantly restricted in my personal experiments, but it is merely an initial step.

Notably, Air Canada previously employed an AI bot that occasionally provided incorrect responses, but Birnbaum expressed less concern regarding this matter. Technically, the bot utilizes United’s knowledge library to effectively manage hallucinations. “However, in my opinion, the Air Canada incident was not a failure of technology but rather a failure of customer service. I would like to refrain from commenting extensively, but I must point out that even today, our human agents also provide incorrect answers.” We simply need to confront and accept that situation and proceed. “I believe we are adequately prepared for that particular situation,” Birnbaum stated.

United intends to introduce a tool later this year, now referred to as “Get Me Close.” Frequently, in the event of a delay, consumers are inclined to modify their arrangements in order to transfer to a neighboring airport. On one occasion, United Airlines transferred me to an aircraft bound for Amsterdam when my original ticket to Berlin was cancelled. Although not in close proximity, it was nonetheless feasible for me to take a train and successfully moderate a keynote session the next morning.

Although our mobile solutions are highly effective, the interactions between individuals often focus on creating a wider range of choices when they engage in face-to-face conversations. Essentially, you are asking if it is possible to change your destination from New York to Philadelphia due to a flight delay. Can you bring me near? We are of the opinion that AI is very suitable for facilitating engagement.

Artificial intelligence for pilots?
Following the development of the automated system that generates delay “stories” within the application, Birnbaum’s team is currently contemplating potential applications for the same generative AI technology. One aspect that can be addressed is the concise pre-flight briefings often provided by pilots before takeoff.

“A pilot approached me and mentioned that some pilots excel at using the public address system to greet passengers and provide information about the flight to Las Vegas.” The individual inquired if it would be possible to develop an artificial intelligence system that assists introverted pilots in creating informative and engaging announcements regarding their flight destinations. “And I believed that was an excellent example of practical application.”

Pilot engagement is revealed to be a significant factor in determining customer happiness for airlines. In recent years, United Airlines has shifted its attention towards improving its Net Promoter score. As part of this effort, the airline instructed its pilots to make announcements on flight delays while positioned at the front of the aircraft cabin. It is logical for the airline to examine how it can enhance this vital contact while also considering the possibility of pilots deviating from the planned course of action.

Generative AI can also assist pilots by condensing intricate technical documents into concise summaries. However, as Birnbaum correctly pointed out, all aspects of the pilot’s role in flying the plane are extensively organized and controlled, so it will take some time before the airline introduces any new initiatives in that area.

As Editor here at GeekReply, I'm a big fan of all things Geeky. Most of my contributions to the site are technology related, but I'm also a big fan of video games. My genres of choice include RPGs, MMOs, Grand Strategy, and Simulation. If I'm not chasing after the latest gear on my MMO of choice, I'm here at GeekReply reporting on the latest in Geek culture.

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Artificial Intelligence

Android’s latest Theft Detection Lock feature serves as a deterrent against smartphone thefts and snatch-and-grab incidents

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Imagine yourself engaged in your own affairs, seated on a park bench, gazing at your mobile device. Explosion. An individual seizes your device and swiftly flees with it. While Android and iOS devices do have certain security measures, what about the brief period of time when the phone is still unlocked? Is there a method available to remotely erase its data?

Burglars can obtain a substantial amount of information within that brief duration. Each moment is significant. During the Google I/O 2024 developer conference, Google unveiled a new feature for Android called Theft Detection Lock. This feature is specifically designed to safeguard against the increasing risk of theft. Once activated, the AI-driven function will automatically secure the device.

According to Google, if your phone detects a typical movement related to theft, it will rapidly lock the screen to prevent thieves from easily accessing your data. An instance of such a stimulus is a mechanism that abruptly initiates rapid motion in the opposite direction.

Google is implementing an offline device lock feature, specifically designed to safeguard the device in the event of intentional disconnection from the network. Occurrences such as consistently failing to authenticate the phone will activate that functionality.

The forthcoming update will also introduce functionality that enhances the level of difficulty for malefactors attempting to perform a remote factory reset on your device. According to Google, this upgrade prevents thieves from setting up a stolen device again without having knowledge of your device or Google account credentials, even if they force a reset. By rendering a stolen device unsellable, it diminishes the motivation for individuals to engage in phone theft.

Biometric authentication will be mandatory for modifying sensitive information while the device is connected from an unsecured location.

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Artificial Intelligence

As AI comes out, Google adds a “Web” search filter that shows old-school text links

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Google is undergoing a transformation to adapt to the AI era. As part of this, the company is now providing AI summaries directly in its search results. Additionally, Google is introducing a new feature that allows users to filter their search results to only display text-based links. The addition of the new “Web” filter at the top of the results page will allow users to specifically filter for text links, similar to how they can currently filter for images, video, news, or shopping.

The announcement was made on Tuesday through a post on X during Google I/O, the company’s developer conference. During the conference, Google introduced significant changes to its search engine, including AI-organized search results and AI overviews in search.

Google states that the new “Web” filter will be visible either at the top of the results page or within the “More” option, depending on the specific search query.

The launch acknowledges that there are instances when individuals simply desire to display text-based links to web pages, which are typically considered less significant nowadays as Google either provides answers directly in its informational Knowledge Panels or, more recently, through AI experiments.

The Google SearchLiaison X account is noted. The post stated that this addition was made in response to feedback from users who expressed a preference for seeing only web page links in their search results. This preference may arise when users are searching for longer-form text documents, using devices with limited internet access, or simply preferring text-based results to be displayed separately from search features. “If you belong to that particular group, I hope you have a pleasant experience!”

Google has specified that on mobile devices, the new “Web” filter will be displayed by default, along with the other filters, without necessitating users to access the “More” menu. On desktop, Google will display the filters that appear to be the most pertinent to the search results.

Google announced that the feature will be gradually released to users worldwide over the course of today and tomorrow.

The announcement of a “Web” filter is bound to spark some controversy, especially among the SEO community. These experts have always strived to enhance their links in order to secure a spot on the first page of Google search results for specific keywords. However, this type of SEO manipulation has potentially diminished the usefulness of Google compared to its early days. At that time, search experts weren’t manipulating the PageRank algorithm.

The move is a significant gamble that suggests the future of search may not revolve around presenting website links. Instead, users may find the answers they are looking for in alternative forms of content or even AI responses that provide sources for those who want to explore the topic in more depth. It is yet to be determined how these changes will impact industries that heavily depend on clicks and visitors.

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Artificial Intelligence

New 3D displays are coming out from Looking Glass

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Looking Glass produces immersive mixed-reality displays that create a three-dimensional visual experience without the requirement of specialized eyewear. Today, it introduces two new displays, one of which is a 16-inch model priced at $4,000. Additionally, there is a 32-inch screen available, which comes with a price tag that is intentionally kept high to deter those who cannot afford it from inquiring about its cost. The displays are offered in both landscape and portrait orientations, allowing for increased versatility to accommodate various content formats and applications.

The price of the previous 15-inch model was $6,000, thus indicating a slight decrease in prices. Additionally, a few years ago, the company unveiled a $350 holographic digital photo frame along with software that enables the enhancement of your vacation photos to produce a three-dimensional effect.

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The new displays offer stunning group 3D visualization without the need for headsets. This means that professionals working with 3D content can get things done without having to deal with the hassle and fatigue of wearing extra hardware. The company says that its products are made for professionals in design, engineering, education, research, and healthcare who need cutting-edge visualization tools.

The new displays, along with the recently announced Looking Glass Go, complete the company’s range of space-related products. Looking Glass Go turns 2D photos into 3D memories, but the bigger formats are better for XR developers and professionals.

Groups can view the content, which is another advantage of these displays. This is especially useful when working together. The business says that up to 100 different people can use the content at the same time.

The screens can show a lot of different types of media, like holographic images, high-quality videos, and real-time apps. They also have gesture-based controls that make the experience even more immersive without having to touch the computer screen.

Looking Glass has many ways to make content, such as plugins for Unity, Unreal, Blender, and WebXR. It also comes with a software development kit and a 3D model importer for making your own holographic content.

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