What Is NLP (Natural Language Processing)?
5 Technologies Transforming The Modern Workplace
How artificial intelligence, extended reality, and other innovations are dramatically changing our professional lives
In a world where remote and hybrid work arrangements have become mainstream, technology continues to reshape professional environments at an unprecedented pace. From artificial intelligence assistants to immersive virtual meetings, innovations once considered futuristic are now becoming essential workplace tools. These technologies are not only enhancing efficiency but also transforming how we collaborate, learn, and approach complex problems in our professional lives.
Artificial intelligence transforming knowledge workThe integration of AI into workplace tools has accelerated dramatically, with systems now capable of handling increasingly sophisticated tasks. These AI systems are reshaping knowledge work in fundamental ways:
Generative AI assistants are now embedded in productivity suites, helping professionals draft documents, summarize meetings, and analyze data with remarkable accuracy. Research from McKinsey suggests companies implementing these tools report productivity gains averaging 37% in specific workflow processes.
AI-powered decision support systems are helping professionals make data-informed choices by processing vast datasets and identifying patterns humans might miss. Financial services firms using these systems report 42% faster analysis times for complex market conditions.
These systems aren't simply automating mundane tasks – they're augmenting human capabilities, allowing professionals to focus on higher-value strategic thinking while AI handles routine cognitive work.
Extended reality creating new collaboration spacesAs workplaces become more distributed, extended reality technologies are creating new possibilities for connection:
Virtual reality workspaces enable teams to collaborate in shared digital environments regardless of physical location. Companies implementing VR meeting spaces report 28% improvements in engagement compared to standard video conferencing.
Augmented reality training overlays digital instruction onto physical workspaces, reducing training time by up to 45% in manufacturing and healthcare settings while improving retention of complex procedures.
These technologies are particularly transformative for industries requiring spatial understanding or hands-on training, creating immersive experiences that bridge the gap between remote work and physical presence.
Ambient computing making technology disappearThe next evolution of workplace technology involves making digital tools less obtrusive and more integrated into our environment:
Smart workplace systems use environmental sensors and AI to automatically adjust lighting, temperature, and room configurations based on occupancy patterns and employee preferences, improving comfort while reducing energy costs by up to 23%.
Voice-activated workspace controls allow professionals to interact with technology through natural conversation rather than screens, reducing digital fatigue and creating more intuitive work environments.
These ambient systems represent a significant shift from the screen-dominated workplace, creating environments where technology responds to human needs without requiring constant attention.
Advanced robotics entering new sectorsRobotics are moving beyond manufacturing into various service and knowledge-work environments:
Collaborative robots now work alongside humans in retail, hospitality, and healthcare settings, handling repetitive physical tasks while humans focus on interpersonal interactions and complex decision-making.
Autonomous mobile platforms in warehouses and office buildings transport materials, deliver supplies, and assist with logistics, improving operational efficiency by up to 32% in early-adopting organizations.
Unlike earlier automation that often replaced human workers, these robotic systems are increasingly designed to complement human capabilities, creating human-machine teams that leverage the strengths of both.
Blockchain transforming trust in professional relationshipsBeyond cryptocurrencies, blockchain technology is creating new paradigms for verification and collaboration:
Decentralized identity systems give professionals greater control over their credentials and work history, streamlining hiring processes while reducing verification costs by up to 56% for organizations.
Smart contracts are automating complex multi-party agreements, reducing administrative overhead and creating transparent audit trails for business relationships.
These blockchain applications are particularly valuable in industries requiring high levels of verification or complex collaboration between multiple stakeholders.
As these technologies mature, they're creating workplaces that are simultaneously more distributed and more connected. The most successful organizations are approaching these innovations not merely as productivity tools but as catalysts for reimagining how work itself can be structured.
The workplace technologies emerging today suggest a future where digital systems adapt to human needs rather than forcing humans to adapt to technology. This human-centered approach to innovation may ultimately prove more transformative than the technical capabilities themselves.
Artificial Intelligence Has Potential To Aid Physician Decisions During Virtual Urgent Care
Do physicians or artificial intelligence (AI) offer better treatment recommendations for patients examined through a virtual urgent care setting? A new Cedars-Sinai study shows physicians and AI models have distinct strengths.
The late-breaking study presented at the American College of Physicians Internal Medicine Meeting and published simultaneously in the Annals of Internal Medicine compared initial AI treatment recommendations to final recommendations of physicians who had access to the AI recommendations but may or may not have reviewed them.
"We found that initial AI recommendations for common complaints in an urgent care setting were rated higher than final physician recommendations," said Joshua Pevnick, MD, MSHS, co-director of the Cedars-Sinai Division of Informatics, associate professor of Medicine and co-senior author of the study. "Artificial intelligence, as an example, was especially successful in flagging urinary tract infections potentially caused by antibiotic-resistant bacteria and suggesting a culture be ordered before prescribing medications."
However, Pevnick said that while AI was shown to be better at identifying critical red flags, "physicians were better at eliciting a more complete history from patients and adapting their recommendations accordingly."
The retrospective study was conducted using data from Cedars-Sinai Connect, a virtual primary and urgent care program that began in 2023. An extension of Cedars-Sinai's in-person care, Cedars-Sinai Connect aims to expand virtual healthcare for patients in California through a mobile app that allows individuals to quickly and easily access Cedars-Sinai experts for acute, chronic and preventive care.
The study reviewed 461 physician-managed visits with AI recommendations from June 12 through July 14, 2024. Key medical issues addressed during these virtual urgent care visits involved adults with respiratory, urinary, vaginal, vision or dental symptoms.
Patients using the mobile app initiate visits by entering their medical concerns and, for first-time users, providing demographic information. An expert AI model conducts a structured dynamic interview, gathering symptom information and medical history. On average, patients answer 25 questions in five minutes.
An algorithm uses the patient's answers as well as data from the patient's electronic health record to provide initial information about conditions with related symptoms. After presenting patients with possible diagnoses to explain their symptoms, the mobile app allows patients to initiate a video visit with a physician.
The algorithm also suggests diagnosis and treatment recommendations that can be viewed by the Cedars-Sinai Connect treating physician, though during the time of the study, Cedars-Sinai Connect required physicians to scroll down to view them.
"The major uncertainty of this study is whether physicians scrolled down to view the prescribing, ordering, referral or other management suggestions made by AI, and whether they incorporated these recommendations into their clinical decision-making," said Caroline Goldzweig, MD, Cedars-Sinai Medical Network chief medical officer and co-senior author of the study. "The fact that the AI recommendations were often rated as higher quality than physician decisions, however, suggests that AI decision support, when implemented effectively at the point of care, has the potential to improve clinical decision-making for common and acute conditions."
The AI system used for Cedars-Sinai Connect is developed by K Health, which created the technology to reduce the burdens of clinical intake and data entry, allowing doctors to focus more on patient care. K Health and Cedars-Sinai developed Cedars-Sinai Connect through a joint venture and collaborated on the research study. Investigators from Tel Aviv University, including first author Dan Zeltzer, PhD, also participated in the study.
"We put AI to the test in real-world conditions, not contrived scenarios," said Ran Shaul, co-founder and chief product officer of K Health. "In the reality of everyday primary care, there are so many variables and factors -- you're dealing with complex human beings, and any given AI has to deal with incomplete data and a very diverse set of patients."
Shaul said the investigators learned that if you train the AI on the treasure trove of de-identified clinical notes and use day-to-day provider care as an always-on reinforcement learning mechanism, "you can reach the level of accuracy you would expect from a human doctor."
The Pros And Cons Of Virtual Reality
Virtual reality headsets will be popular gifts this holiday season, as more and more companies dip their toes into the cyber-ecosystem. From virtual golf experiences to gaming and meditation retreats, VR has been assimilated into many areas of our lives.
Generally, virtual reality has been deemed a mixed blessing. It has the potential to expand access to services and spaces for those who would have otherwise been precluded; but VR's interface also raises security, health and environmental concerns.
Pro: Increases exposure to green spacesScientists say that human access to nature and green spaces can positively affect our health. And virtual reality is now being studied as a means of bringing nature to people who would otherwise not have easy access. This may be especially useful for people with conditions that prevent them from spending substantial amounts of time outdoors. "Research shows some health improvements associated with experiencing nature in virtual reality, although these benefits are smaller than those gained by exposure to real nature," Scientific American said. While direct access to nature is irreplaceable, virtual technology can ensure people in less-green cities receive a healthful nature bump.
Subscribe to The WeekEscape your echo chamber. Get the facts behind the news, plus analysis from multiple perspectives.
SUBSCRIBE & SAVE
Sign up for The Week's Free NewslettersFrom our morning news briefing to a weekly Good News Newsletter, get the best of The Week delivered directly to your inbox.
From our morning news briefing to a weekly Good News Newsletter, get the best of The Week delivered directly to your inbox.
Con: Causes cybersicknessVirtual reality can have a number of side effects, particularly cybersickness. The condition is similar to motion sickness and can cause "new avenues for discomfort, such as disorientation, dizziness, nausea and increased muscle fatigue," Alexis Souchet, a cognitive ergonomics researcher, said in The Conversation. These side effects can be affected by a number of factors, including "how complicated the scene is or the way VR reproduces user movements." In addition, "task accuracy was shown to negatively correlate with cybersickness," said a 2022 study published in the journal Frontiers in Virtual Reality.
Pro: Increases access to health care servicesVirtual reality can revolutionize remote health services that include minor appointments and therapy. According to a 2024 report, the global market for augmented and virtual reality in health care is expected to be worth around $19.1B by 2033, compared to $3.3B in 2023. Along with more minor health appointments and mental health services becoming more accessible, VR would allow "anyone, regardless of race, sex, age or language," to "visualize their anatomy and prognosis in a way that is easily grasped," Alon Zuckerman, the president of Surgical Theater and a leader in VR for health care, said in Forbes. "Health care providers now have the tools to truly create a personalized treatment plan while communicating and collaborating with their patients."
Con: Raises privacy concernsVirtual reality can provide a new avenue for hackers. Researchers from University of California, Riverside, said that "spyware can watch and record our every motion and then use artificial intelligence to translate those movements into words with 90% or better accuracy." An application on a VR headset could potentially monitor movements to determine passwords or other confidential information. "Basically, we show that if you run multiple applications, and one of them is malicious, it can spy on the other applications," said Nael Abu-Ghazaleh, who led the research. "It can spy on the environment around you. And it can also expose to the attacker your interactions with the headset."
Pro: Provides interactive learning experiencesVR technology could revolutionize education. "The appeal of simulations is that they can provide training equal or nearly equal to practice with real systems, but at reduced cost and with greater safety," said Britannica. The tech is particularly applicable to medical and military scenarios. It could also provide an immersive learning experience that would never otherwise be able to be replicated. For example, students can be "transported to different places and environments that they might not otherwise have access to, such as a historical site, a foreign country or even outer space," said Simbott.
Con: Raises sustainability concernsThe expansion of virtual reality would be like the "internet on steroids," Todd Richmond, the director of the Tech + Narrative Lab and a professor at the Pardee RAND Graduate School, said to TechTarget. While the technology is fairly new, the ultimate goal is to create a metaverse or an expansive virtual reality. For this to come to fruition, a lot more technology will be required. The potential use of cryptocurrencies, which are known to be taxing on the environment, might be required. In addition, there are "growing concerns about the environmental impact associated with the increasing demands for hardware," because "users will need specialized equipment such as headsets, and cloud computing providers will have to implement more capacity to handle the anticipated spike in demand for compute power."

Comments
Post a Comment