AR/VR Solutions for Explaining Complex Concepts

The Skilled Trades Shortage Isn’t Just a Labour Problem. It’s a Training Design Problem. We keep saying: “There aren’t enough trades.” True. But here’s what we’re not saying: Traditional construction requires fully certified trades on every site, every time. Modular/offsite doesn’t. Offsite manufacturing breaks work into repeatable, controlled, process-driven tasks. That means we can: • Reduce variability • Standardize steps • Capture expert knowledge once • Scale it across many workers The real opportunity? Use VR to train. Use AR to guide. Use remote experts to certify. This isn’t theoretical. Major contractors like Mortenson are already using VR for workforce development and safety training to address labour constraints. ASCE has reported research showing immersive VR training improves learning outcomes compared to traditional paper instruction — even for complex, high-risk construction tasks. Industrial firms use remote assist platforms that let a worker stream their point of view while an expert draws spatial annotations and walks them through the job in real time. That’s the model. Not “unskilled replacing skilled.” But: Skilled experts supervising 10 crews instead of 1. Standard work replacing tribal knowledge. Evidence capture replacing guesswork. In modular, this works especially well because: • Factory stations repeat • Tolerances matter • QA is measurable • Errors are cheaper to catch early Imagine: A new worker installs windows in a modular wall system. They’ve already completed a 10-minute VR module showing: – Correct flashing sequence – Air barrier continuity – Common failure modes On the floor, they follow AR step prompts: 1. Sealant bead spec 2. Fastener pattern 3. Torque confirmation 4. Photo capture If they’re unsure, a certified envelope expert joins remotely, annotates directly in their field of view, and signs off digitally. That expert might supervise 5–10 stations at once. That’s not fantasy. That’s process engineering applied to construction. Will this replace licensed electricians and plumbers? No. But can it: • Shorten onboarding time • Improve first-pass yield • Reduce rework • Retain semi-retired experts as remote QA leads • Open pathways for underemployed workers to skill up into certified trades Absolutely. The real constraint isn’t technology. It’s whether we’re willing to redesign how construction knowledge flows. If we keep thinking “site-first, trades-first,” we stay stuck. If we think “process-first, expert-amplified,” we unlock scale. The housing crisis will not be solved with yesterday’s labour model. It will be solved with systems thinking. #ModularConstruction #WorkforceDevelopment #SkilledTrades #ConstructionInnovation #AffordableHousing

What if you could show a patient exactly how their medication works inside their body—in real-time, right in front of their eyes? That's not science fiction. That's augmented reality transforming pharma and medical devices TODAY. I've been tracking AR's explosive growth across healthcare, and the results are staggering. When Bayer first used AR at a medical conference, booth engagement time jumped from under 2 minutes to 10 minutes. Johns Hopkins surgeons are performing spinal surgeries with AR-guided precision. One pharma company is saving an estimated $27 million per factory using AR training solutions. Here's what's really exciting me about AR in pharma: 🎯 Sales & Marketing Revolution: Instead of complex brochures, reps can now demonstrate drug mechanisms in 3D. Patients can literally see how treatments will help them. 🔬 Manufacturing Excellence: AR overlays guide operators through complex processes, reducing errors and ensuring consistency across billion-dollar production lines. 👨⚕️ Medical Training Transformed: Students can practice procedures without risk, and surgeons gain "x-ray vision" for unprecedented precision. 💊 R&D Acceleration: Virtual molecular simulations are speeding drug discovery—just look at how mRNA vaccines developed at record speed during COVID. But here's the kicker: Over 50% of physicians WANT AR to learn about diseases and conditions. The demand is already there. Yes, there are challenges—costs, regulatory hurdles, capability gaps. But the companies moving first are seeing tangible ROI while their competitors are still figuring out the basics. The pharmaceutical industry has always been about improving human health. AR isn't just a cool tech toy—it's the next evolution of how we educate, engage, and heal. The question isn't whether AR will transform pharma and medical devices. It's whether your organization will lead the transformation or watch from the sidelines. What's your experience with AR in healthcare? I'd love to hear how you're seeing this technology impact patient outcomes. #Pharma #HealthTech #MedicalDevices #DigitalHealth

Inside the Novice Brain: How VR Shapes Understanding I often get asked, “I already have a lot of great content, how can VR actually add value to my learners? I have no more time!" The answer lies not in the quantity of content, but in how learners build understanding from it. When we teach novices, whether in science, math, or any domain, we’re really helping them build a brain. Not literally, of course, but we’re constructing a schema: a mental framework that connects new ideas to prior knowledge and helps learners make sense of complexity. But novice brains are fragile. Overload them with terminology or throw them into complex systems too soon, and understanding collapses. To help students progress from novice to competent learner, educators need to design learning in three intentional stages, and this is where VR experiences can add real value. 1. Master the Core Vocabulary : One Chunk at a Time Every schema begins with language. In science, that might mean grasping words like producer, consumer, and decomposer. Without fluency in these foundational terms, deeper understanding is nearly impossible. Chunking vocabulary into small, meaningful sets and reinforcing those through active practice is critical. In VR: From Word Lists to Word Worlds Imagine students standing in a lush 3D forest. Floating before them are blocks labeled “Producer,” “Consumer,” “Decomposer,” and their definitions. Learners grab and match them and when they connect the correct pairs, the blocks dissolve into the air. This transforms rote memorization into active categorization, giving learners immediate feedback and spatial memory cues that strengthen recall. 2. Connect the Concepts: Understanding Order and Hierarchy Once vocabulary is secure, the next task is to link those ideas together. Novices must see how concepts relate to who eats whom, which process depends on another, and how energy flows. In a traditional classroom, this might be a concept map or worksheet, but these can feel static and abstract. In VR: Constructing a Living Food Chain Inside a virtual ecosystem, students locate organisms around them, a patch of grass, a rabbit, a fox, a hawk and physically arrange them into a food chain. Through embodied interaction, learners not only remember who eats whom, but they also understand why each role exists in the hierarchy. 3. Integrate the Knowledge: Building the Bigger System The final step in schema development is connecting small, linear relationships into a dynamic system. True understanding emerges when learners can see how one change ripples across the whole. In VR: Experimenting with Systemic Consequences Now, students can run “what if” simulations.  They can eliminate all producers and watch what happens next: animals weaken, water becomes murky, decomposers overrun the landscape. Students witness interdependence, feedback loops, and cascading effects in real time, concepts that are nearly impossible to grasp from text alone.

Haptics Tuesday: Are We Ready to Teach Dental Anatomy Using AR/VR/XR/Haptics? 🥽🦷🖐️ Dental anatomy has always been visual, tactile, and spatial. So the question is: Are we ready to teach it in a fully immersive digital world? ⸻ 🧠 What Does the Evidence Say? We are getting close—but not quite there yet. Meta-analyses show that VR, AR, and XR improve knowledge and understanding compared to traditional teaching.[1–3] 📊 VR shows a moderate effect (SMD ≈ 0.74) 📊 XR shows higher knowledge gains, especially as a supplement (SMD ≈ 0.40–0.52)[3] Even more compelling: Students using immersive VR more than doubled test scores and retained gains weeks later.[4] ⸻ 🔍 Why It Works Dental anatomy is inherently 3D—and XR makes it intuitive: 🦷 Visualizing complex morphology 🔄 Understanding spatial relationships 🎮 Interactive learning Students report: 🎯 Better understanding 📈 Higher engagement 🔥 Increased motivation 👉 ~85% recommend VR 👉 ~76% report high satisfaction[8,9] ⸻ 🖐️ Where Haptics Fits With haptics: 💡 Students don’t just see—they feel This enhances: 💪 Manual skills 🧠 Knowledge integration 🙂 Confidence And begins bridging anatomy → hand skills → clinical care.[10,11] ⸻ ⚖️ Reality Check We are not ready to replace traditional methods. Evidence shows: 🦷 Natural teeth remain the gold standard 🧩 3D printed models offer superior physical accuracy ⚡ XR is faster—but not always more precise[6,12] Challenges remain: ⚠️ Cost & infrastructure ⚠️ Technical limitations ⚠️ User experience ⸻ 🧩 The Answer: Blended Learning 💡 XR works best as a supplement—not a replacement The strongest outcomes come from combining: 🦷 Natural teeth 🖨️ 3D printed models 🥽 VR/AR/XR This approach improves: 📚 Knowledge retention ⏱️ Efficiency 🖐️ Early skill development ⸻ My Take We are not replacing how we teach dental anatomy. We are expanding it. Imagine learners who can: 🦷 Explore anatomy anytime 🎮 Interact—not memorize 🖐️ Transition seamlessly into hand skills That is powerful. The real question is not: “Are we ready to teach anatomy with XR?” It is: “Are we ready to redesign how we teach anatomy?” ⸻ Refs (abbr.) [1] Bevizova, 2024 • [2] Algarni, 2024 • [3] García-Robles, 2024 [4] Kim-Berman, 2023 • [6] Mahrous, 2021 • [8] Liebermann, 2023 [9] Mansoory, 2022 • [10] Koolivand, 2024 • [11] Felszeghy, 2024 [12] Grad, 2023 ⸻ #HapticsTuesday #DentalEducation #DentalAnatomy #DigitalDentistry #VRinEducation #XR #AR #DentalInnovation #FutureOfEducation Dr. Sompop Bencharit is a KOL for FifthIngenium.

Weekend Research Deep Dive #04 — AI + XR in Adaptive Learning Systems (2024–2025) Continuing the weekend series where I break down one high-value research area for builders, educators, and XR/AI practitioners. This week’s theme: How AI-powered agents, generative models, and adaptive interfaces are reshaping immersive learning (VR/AR) — shifting XR from scripted simulations to learner-aware systems. Latest reads (open access / accessible summaries): 1. “Adaptive Gen-AI Guidance in Virtual Reality” Lau et al., 2024–2025 https://lnkd.in/gYx37iyX Shows how GenAI-driven guidance in VR increases learner engagement using multimodal signals, while highlighting the need to balance personalization with cognitive load. 2. “CLAd-VR: Cognitive Load-based Adaptive Training in VR” Matam et al., 2025 https://lnkd.in/gjpDQZsf Introduces a VR training system that adapts instruction in real time based on cognitive load, keeping learners in an effective challenge zone. 3. “Adaptive VR Learning Using Pedagogical Models” Marougkas et al., 2025 https://lnkd.in/grgcNnD7 Demonstrates how adaptive VR improves learning flow, motivation, and skill progression compared to fixed XR lessons. Why this area matters (and why it’s worth your coffee): AI + XR = personalized, adaptive, skills-focused learning. The research points to three shifts: Adaptive interaction loops: Systems adjust guidance and difficulty continuously based on learner behavior. Cognitive-aware training: XR design is moving beyond immersion toward managing cognitive load. Evidence-driven learning: Behavior traces and in-scenario analytics enable measurable skill outcomes. 3 takeaways for practitioners: 1. Start with one adaptive layer before scaling complexity. 2. Treat cognitive load as a design variable, not an afterthought. 3. Instrument XR early to track learning, not just engagement. Question for the community: If you were designing an AI-infused XR learning experience today, where would you start? (A) GenAI-guided tutoring   (B) Adaptive instruction   (C) Difficulty adaptation   (D) In-XR analytics  #XR #AI #HCI #EdTech #ImmersiveLearning #SpatialComputing #Research

Neurosurgery is a cognitive sport. Planning determines outcomes more than exposure. This is why AR and VR are not “nice-to-have” tools. They are the next essential layer of surgical safety. My shift into AR and VR did not start because I wanted new technology. It started because I kept seeing the same pattern: Perfect exposures. Perfect instruments. Skilled teams. But inconsistent mental maps. The anatomy had shifted. The tumor distorted landmarks. The plan in my head was not enough for what I found in the room. No device can compensate for an unclear plan. AR and VR changed that. They gave me visualization before incision. They gave the team a shared mental model. They reduced cognitive load in skull base corridors where millimeters matter. They turned complexity into choreography instead of improvisation. This is not limited to neurosurgery. Every surgical field has the same cognitive challenge. Orthopedics. ENT. Vascular. Trauma. General surgery. The specialties change, but the need for clarity does not. Medtech has focused for decades on improving tools. But the real advantage now is improving the surgeon’s thinking. The future of surgical innovation will not be defined by new hardware. It will be defined by companies that help surgeons see the operation before they perform it. AR and VR are not visualization upgrades. They are cognitive upgrades. They improve judgment. They align the team. They reduce uncertainty. They make high-acuity surgery safer. Medtech partners who understand this will lead the next decade. ——— Follow Mitra Soltani for more insights on how MedTech can grow smarter, not just bigger.

𝗩𝗥 𝗶𝗻 𝗠𝗲𝗱𝘁𝗲𝗰𝗵: 𝗧𝗵𝗲 𝗠𝗼𝘀𝘁 𝗨𝗻𝗱𝗲𝗿𝗿𝗮𝘁𝗲𝗱 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 𝗼𝗳 𝘁𝗵𝗲 𝗗𝗲𝗰𝗮𝗱𝗲? From training surgeons to digital patient twins - #virtualreality is making real-world impact across the healthcare industry. According to GlobalData Healthcare, immersive VR environments are becoming an increasingly valuable tool across three key areas: 𝗺𝗲𝗱𝗶𝗰𝗮𝗹 𝘁𝗿𝗮𝗶𝗻𝗶𝗻𝗴, 𝗱𝗲𝘃𝗶𝗰𝗲 𝗱𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁, and 𝗽𝗮𝘁𝗶𝗲𝗻𝘁 𝗰𝗮𝗿𝗲. 🥼 𝗧𝗿𝗮𝗶𝗻𝗶𝗻𝗴 & 𝗦𝗶𝗺𝘂𝗹𝗮𝘁𝗶𝗼𝗻 Medical students and professionals can now practice complex procedures without the risks of real-life settings. With realistic #3D simulations and haptic feedback, #VR enables repeated practice of high-stakes, delicate procedures, boosting skill, accuracy, and confidence. ⚙️ 𝗗𝗲𝘃𝗶𝗰𝗲 𝗣𝗿𝗼𝘁𝗼𝘁𝘆𝗽𝗶𝗻𝗴 & 𝗧𝗲𝘀𝘁𝗶𝗻𝗴 For #medtech manufacturers, virtual modeling allows for quick adjustments in real-time, helping teams spot design issues early. It enhances collaboration between engineers, clinicians, and regulatory teams, regardless of location. 🩻 𝗣𝗮𝘁𝗶𝗲𝗻𝘁 𝗖𝗮𝗿𝗲 & 𝗗𝗶𝗮𝗴𝗻𝗼𝘀𝘁𝗶𝗰𝘀 VR has broad usages across patient care, from managing mental health conditions, to the interpretation of diagnostic images (#MRI/ #CT) to create 3D environments they can explore and inform treatment planning, and even guide surgical procedures. 𝙃𝙚𝙧𝙚 𝙖𝙧𝙚 𝙨𝙤𝙢𝙚 𝙤𝙛 𝙩𝙝𝙚 𝙘𝙤𝙢𝙥𝙖𝙣𝙞𝙚𝙨 𝙩𝙝𝙖𝙩 𝙨𝙝𝙤𝙪𝙡𝙙 𝙗𝙚 𝙤𝙣 𝙮𝙤𝙪𝙧 𝙑𝙍𝙖𝙙𝙖𝙧... ▪️ Virti - Interactive #VR training simulations for HCPs to enhance skill development and improve learning outcomes. ▪️ ImmersiveTouch - #VR solutions for surgical planning and education, generating #3D replicas from patient scans for preoperative strategy. ▪️ Proprio - Combines #AI, computer vision, #AR / #VR and #robotics to enhance surgical visualization and improve patient outcomes. ▪️ MediView XR, Inc. - #AR solutions for surgical #navigation, providing 3D "X Ray Vision" to surgeons during minimally invasive procedures. ▪️ Vicarious Surgical Inc. - Combines VR with #AI-enabled robotics to perform minimally invasive operations. ▪️ Proximie - Application enabling remote #surgical collaboration via video and AR, allowing surgeons to assist colleagues globally. ▪️ Augmedics - #Xvision AR spine surgical guidance system integrating intraoperative data with #3D skeletal models. ▪️ FundamentalVR - Haptic-enabled VR #surgicalsimulations that allow trainees to practice procedures in a highly realistic virtual environment. ▪️ Inovus Medical - AR surgical training and surgical simulators to improve care, offering platforms for both basic skills and full procedure simulation. ▪️ Medivis - #AR and #AI platform to enhance surgical procedures through real-time, 3D visualizations of patient anatomy. There are so many great companies and such a broad range of uses - that I apologize in advance if I have missed some from the list. Please shout yourselves out in the comments below!

One of the most profound benefits of learning using VR? Making complex concepts intuitive.   Think about kids catching cricket balls. They don't consciously calculate projectile motion equations, yet they intuitively understand complex physics through practice.   Now, imagine applying this to quantum mechanics or complex industrial systems. By creating interactive VR environments where learners can "play" around with these concepts, we help them build an intuitive understanding of things that were previously accessible only through abstract mathematics.   A fascinating example: emergency response training in refineries. Rather than studying procedures, teams can experience various crisis scenarios, even at accelerated speeds. So, when a real emergency occurs, their response isn't theoretical.    It's muscle memory.   That’s how you prepare people for the unpredictable. Because in the real world, knowing isn’t enough.  It’s what you do under pressure that counts.   And, VR is the perfect medium for that. #VRTraining #ImmersiveLearning #SafetyTraining

Imagine stepping onto a factory floor and instantly understanding how every machine works… without shutting down operations, without flipping through a thick manual, and without waiting weeks for hands-on training. That’s the power of spatial computing and augmented reality in manufacturing. We’ve been working with companies to integrate spatial computing training and remote inspection tools. Here’s what we’ve learned: 👇 → Training without downtime: Instead of halting production, workers can engage with interactive 3D models, breaking down complex machinery in real-time. → Remote inspections made seamless: No need to fly experts across the country—AR lets them visualize and assess equipment from anywhere. → A new way to engage with data: Forget spreadsheets—imagine walking inside your data, interacting with insights in a completely immersive way. For years, AR / VR felt a little gimmicky. The headsets were clunky. The experiences made you dizzy. The tech just wasn’t there yet. But that’s changed. Today’s spatial computing tools allow manufacturing teams to see the real world overlaid with critical data, unlocking efficiency and precision like never before. And once you experience it? It’s honestly an emotional reaction, not just an intellectual one, when you see how spatial computing allows you to engage with the virtual and real world together. 🎥 Watch the demo below to see how AR can revolutionize manufacturing training.

Specs can't sell on their own. AR and 3D fill in the gaps. Not everything belongs in a spec sheet. For industrial brands selling complex products, showing how something works can be just as important as 𝘸𝘩𝘢𝘵 it does. That’s where AR, VR, and 3D come in. These tools aren’t just “nice-to-have.” When used strategically, they solve real buying friction: 𝗥𝗼𝘁𝗮𝘁𝗮𝗯𝗹𝗲 𝟯𝗗 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝗺𝗼𝗱𝗲𝗹𝘀 Let buyers explore machinery from every angle, reducing back-and-forth with sales. 𝗩𝗶𝗿𝘁𝘂𝗮𝗹 𝗽𝗹𝗮𝗻𝘁 𝘁𝗼𝘂𝗿𝘀 Build trust by showcasing your facility, safety standards, and capabilities—especially useful for global buyers. 𝗔𝗥 𝗽𝗿𝗼𝗱𝘂𝗰𝘁 𝗽𝗹𝗮𝗰𝗲𝗺𝗲𝗻𝘁 Allow users to visualize how your product fits into 𝘵𝘩𝘦𝘪𝘳 environment, improving confidence and cutting evaluation time. These immersive experiences don’t replace traditional content. They 𝘦𝘯𝘩𝘢𝘯𝘤𝘦 it, giving buyers the clarity and certainty they need to move forward. And they’re not just for the “fancy” industries. We’ve seen manufacturers, logistics companies, and even steel fabricators use 3D models to great effect. The results? → Better-qualified leads → Faster decision-making → Less strain on your sales team --- Follow Jeff Gapinski for more content like this. ♻️ Share with an industrial brand rethinking their sales tools.