Exploring Technology Innovations

As Rio Tinto’s Chief Technical Officer, I have the privilege of a front row seat to the transformative potential of emerging technologies to support decarbonisation, growth, and productivity in the mining industry. I’ve been asked to share some of these insights recently. With global demand for minerals and metals rising due to societal needs and the energy transition, we must find better ways to produce more materials with a lower carbon footprint. Key technologies such as electrification, reprocessing and waste valorisation, big data, AI, machine learning, robotics, and automation are becoming increasingly crucial, as explored by industry leaders in this article https://lnkd.in/gB4PkbEv However, the availability of new technologies is just one part of the equation; understanding how to implement them effectively is another. In my article https://rdcu.be/d3E7C published in Society for Mining, Metallurgy & Exploration Inc. (SME), I delve into the role of strategic mine planning and how technology can support decarbonisation. The future of mining demands we rethink how we operate today, using innovation and strategic mine planning to safeguard tomorrow.  #Mining #Decarbonisation #Sustainability #Innovation #GreenEnergy #MiningIndustry #StrategicMinePlanning #NetZero 

The AI revolution isn't just transforming technology - it's redefining leadership. As we navigate this era at Lenovo, I'm continually amazed by what I see. What energizes me most is seeing how our teams embrace AI-driven innovation. It's not just about having cutting-edge technology (though that's certainly exciting!) - it's about creating an environment where our people feel empowered to push boundaries and think bigger. At Lenovo, we've learned that technology is a powerful enabler of transformation, but it’s the outcomes we deliver that truly matter. Every day, I see our teams turn ambitious AI strategies into tangible results that drive meaningful change for our customers and partners globally. For fellow leaders navigating this transformative period, I'd share these insights: 🎯 Focus on Purpose-Driven AI: Ensure your AI initiatives address real business challenges and deliver measurable value rather than chasing trends. 💪 Empower Your Teams: Cultivate a culture that encourages innovation, experimentation, and collaboration. People drive transformation, not just technology. ⚡ Prioritize Execution Over Vision: A bold vision is important, but the real impact lies in turning ideas into actionable strategies and tangible results. 🌊 Lead with Agility: Stay adaptable in the face of evolving technologies. Continuously learn and refine your approach to stay ahead in this dynamic landscape. #WeAreLenovo #Leadership #AI #DigitalTransformation

Unlocking the Secrets of the Past with AI: How Neural Networks Are Revolutionizing Ancient Texts Artificial intelligence is transforming the study of ancient history and linguistics, deciphering unreadable texts, uncovering lost languages, and piecing together fragments of the past. Neural networks analyze digital photos of ancient texts, filling in missing characters and assembling broken fragments, unlocking texts once deemed indecipherable. 🔍 Tools like convolutional and recurrent neural networks enable researchers to explore connections across archives, while transformer models, used in projects like Pythia and Ithaca, decipher ancient Greek inscriptions, suggesting missing words, dating texts, and identifying origins. 🏛️ The Vesuvius Challenge has revealed text from carbonized scrolls buried by Mount Vesuvius in 79 AD, potentially uncovering lost works of ancient philosophers. AI detects subtle differences in ink texture, allowing researchers to reveal previously hidden columns of text. 🌏 AI tackles massive archives like Korea's royal records, translating Hanja script into modern languages and making these invaluable resources accessible worldwide. For languages like Linear B, transfer learning helps restore missing text, offering insights into even older scripts. 🔮 As more texts are digitized, AI promises breakthroughs that reshape our understanding of ancient civilizations, enabling us to ask larger questions about political trends, cultural connections, and language evolution. #AncientTexts #ArtificialIntelligence #NeuralNetworks #Deciphering #Herculaneum #VesuviusChallenge #Papyrology #HistoryRewritten #LanguageEvolution #Archaeology

Innovation budgets don’t leak. They hemorrhage when the wrong ideas survive. The silent drain in corporate R&D is betting millions on concepts that never leave the lab. Seven of every ten projects stall before launch, each absorbing €500K – €2M in sunk CAPEX and calendar time. Those losses rarely appear on a P&L, yet they erode momentum all the same. FAST flips those odds by flagging doomed paths early: 🔶 Early-exit alerts- dead-end signals flash red long before prototype spending begins. 🔶 Opportunity heat-map- green zones reveal where patents, capital, and policy momentum align. 🔶 Continuous feedback - every pivot updates the temporal model, so hit rates climb instead of resetting. A construction-tech firm dropped two low-return ideas after FAST showed tightening regulations and saturated IP, then built a compliant system in three months for under €100K. Failure fell below 30%; the savings funded their next moonshot. The fastest way to succeed is to stop perfecting the projects destined to fail. Which stalled idea in your pipeline bleeds the most? Share one below and let’s compare strategies. #RiskReduction #ProductDevelopment #Innovation #RND

5 ways parametric sub-bottom profilers transformed dredging. Early 2000s brought a revolution to marine site investigation: Parametric sub-bottom profilers like the SES-96 system changed how we see beneath the seabed. Before these tools, marine investigation was essentially educated guessing between borehole locations and joining the dots. 1. Real-time subsurface imaging Instead of drilling blind every 100 meters, like throwing darts on a dartboard, you could see continuous layers, boundaries, and objects up to 50 meters deep. No more "hope there's no rock where we're going to be dredging." 2. Targeted borehole placement Stopped random drilling and started strategic sampling. Put boreholes exactly where they'd provide useful data, not where they were convenient. 3. Buried object detection Found pipelines, cables, debris, and archaeological features before dredging equipment hit them. Saved many projects from expensive surprises and delays. 4. Accurate volume calculations Mapped sand reserves sitting on lateritic clay layers. Identified optimal dredging depths for breakwater foundations. Turned volume estimates from guesses into measurements. 5. Predictive operations Moved from reactive firefighting to proactive planning. Problems identified during investigation, not during construction. Claims based on "unforeseen conditions" became much harder to justify. The transformation was immediate: Before: Desktop studies and wishful thinking. After: Real data showing actual subsurface conditions. Now it's standard equipment. What seemed revolutionary 20 years ago is basic kit today. Technology is advancing in strides and newer techniques build on this knowledge base ‘Meten is weten’ or measurement is knowledge as the dutch say. But the fundamental issue remains: We need to stop gambling with what's underground. And start seeing it.

This week's defining shift for me is that XR is a practical tool for reducing real-world risk. It helps people see what they are dealing with before they commit to a choice or an action. Teams can spot problems before they happen, drivers can get comfortable with harder scenarios before hitting the road, and shoppers can get a better feel for fit and style before purchase. Better awareness at the start tends to pay off later. This week’s news surfaced signals like these: 🏎️ Mercedes-AMG PETRONAS F1 is using TeamViewer’s AR tools to speed up how its test rigs are put together. Engineers can point a tablet at the setup and see step-by-step guidance placed directly on the hardware. The overlays come from the team’s CAD files and help staff check part placement and confirm that everything is ready before testing starts. 😎 Tom Ford Fashion has added an AR try-on feature for its eyewear on its online stores. The experience, powered by Perfect Corp., uses a person’s pupillary distance to show frames at the right size on their face. This gives shoppers a more accurate sense of how different styles will look and can help cut down on returns. 🚘 South Carolina State University opened a VR training lab for commercial drivers, using full-size simulators to prepare people for roadway hazards such as fatigue, congestion, and aggressive driving. The system also captures physiological data to support safety research and improve training design. Why this matters: Tools that help people understand things earlier can lead to better outcomes. XR does this by making moments that used to feel uncertain easier to anticipate. As more organizations adopt it, the technology becomes a powerful way to bring more confidence into everyday decisions. #spatialcomputing #XR #virtualreality #VR #augmentedreality #AR

If you are looking for innovating, building, investing or researching the “Big Ideas in Tech 2025”, this impressive report from Andreessen Horowitz is for you! 🔆The pace of innovation is accelerating, and here are some of the transformative trends reshaping industries and society:- 🔋 Nuclear Energy Revival - AI-driven electricity demand is sparking a resurgence in nuclear power. Decommissioned plants, like Pennsylvania’s Three Mile Island, are gearing up to restart operations by 2028. 🌌 Space Infrastructure Revolution - The first-ever “catch” of the Starship booster signals rapid reusability in heavy-lift space vehicles. This breakthrough will enable large-scale space infrastructure, from orbital data centers to biomedical labs, and redefine global transportation. 🧠 AI & Hardware Engineering Synergy - As AI integrates with complex hardware, demand for electrical, mechanical, and industrial engineers is set to outpace traditional software engineering roles. 🛰️ Earth Observation Data Explosion - With Earth observation satellites doubling in five years, industries are leveraging this data for decision-making. Opportunities abound for creating industry-specific solutions using this treasure trove of insights. 🛡️ Decentralized Defense Systems- Military operations are evolving, relying on autonomous drones, sensor networks, and battlefield AI for real-time decision-making in remote zones. This decentralization demands scalable compute power and energy solutions. 🥽 XR’s Practical Potential - Extended Reality (XR) devices like Apple’s Vision Pro and Meta’s Orion AR glasses are unlocking new possibilities in robotics, simulation, and beyond, enhancing how we interact with the physical world. 🧬 Biomanufacturing Breakthroughs - Advances in synthetic biology are enabling the creation of novel biomaterials and bio-based products, setting the stage for innovations in healthcare, materials science, and sustainability. ⚡ Energy Transition Technologies- Fusion energy and advanced battery storage solutions are moving closer to commercialization, promising to revolutionize how we generate and store energy globally. 💡 Generative AI Expanding Use Cases- Generative AI is evolving beyond text and images to fields like drug discovery, industrial design, and customer service, unlocking unprecedented levels of innovation. 🌟 These are just a few of the groundbreaking developments redefining our future. The race to innovate has never been more exciting! 👉 What trends do you think will have the biggest impact by 2025? Check out the full report here https://lnkd.in/dP2X86Qu Share your thoughts below! #Innovation #TechTrends #AI #FutureOfWork #SpaceExploration #Sustainability #XR #Biomanufacturing

While the world continues to be captivated by the advances in Artificial Intelligence, there’s another silent revolution unfolding, one that’s not just powering minds, but enhancing how we perceive, feel, and engage with reality. 𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐑𝐞𝐚𝐥𝐢𝐭𝐲 (𝐀𝐑), 𝐕𝐢𝐫𝐭𝐮𝐚𝐥 𝐑𝐞𝐚𝐥𝐢𝐭𝐲 (𝐕𝐑), 𝐚𝐧𝐝 𝐄𝐱𝐭𝐞𝐧𝐝𝐞𝐝 𝐑𝐞𝐚𝐥𝐢𝐭𝐲 (𝐗𝐑) 𝐚𝐫𝐞 𝐧𝐨 𝐥𝐨𝐧𝐠𝐞𝐫 𝐟𝐮𝐭𝐮𝐫𝐢𝐬𝐭𝐢𝐜 𝐜𝐨𝐧𝐜𝐞𝐩𝐭𝐬 They are here, they are practical, and they are solving real-world problems in ways traditional technology cannot. In India, where the challenges of geography, affordability, access, and diversity intersect, AR, XR, and VR are becoming critical enablers of transformation—especially when integrated thoughtfully with AI. India is emerging as not only a fast adopter but also a high-potential creator in this space. In the 🎯 healthcare sector, Indian giants like Apollo Hospitals and healthtech platforms like MedAchievers have adopted VR-based training and patient rehabilitation. AR-assisted surgeries are helping surgeons visualize and execute complex procedures with higher precision. In the 🎯 manufacturing and heavy engineering sector, Tata Motors and Larsen & Toubro are leveraging AR for remote diagnostics, equipment training, and quality control on the assembly line. VR simulations are replacing costly physical prototypes in the design stage, and digital twins powered by XR are reducing error margins and boosting productivity—proven to increase operational efficiency by up to 30% according to McKinsey. 🎯In Rajasthan, VR-enabled science labs are enabling students in government schools to explore anatomy and physics beyond textbooks. 🎯 Real estate has embraced immersive technology with open arms. Noida-based startup SmartVizX has transformed project walk-throughs using VR, allowing clients—especially NRIs—to explore properties remotely. Top brands like Godrej Properties and DLF have reported a 25–30% higher lead conversion using VR-assisted sales kits. 🎯 Retail and e-commerce too are evolving beyond product images. Lenskart’s AR-powered virtual try-on, Tanishq’s immersive try-before-you-buy feature, and Reliance Trends’ AR dressing rooms are reducing product return rates and enhancing buyer confidence. These experiences build brand loyalty in an increasingly digital-first customer base. 🎯 In the tourism and culture sector, the Archaeological Survey of India and Incredible India campaigns have begun integrating AR/VR for virtual explorations of monuments like Hampi, Ajanta Caves, and Konark. We must not overlook the invisible interface layer that makes all this accessible, experiential, and real. AR/VR/XR is not just about entertainment or gaming; it’s about operational transformation, deeper engagement, and scalable problem-solving. If AI is the brain, XR is the nervous system connecting, visualizing, and enabling actions across sectors. #augmentedreality #virtualreality

🌍💡 The Future is Converging: Unlocking Value Through #Technology Synergies 🚀 The World Economic Forum’s Technology Convergence Report (June 2025), in collaboration with Capgemini, is a game-changer for understanding how today’s tech landscape is evolving. It’s not just about individual breakthroughs anymore—think #AI , quantum computing, or robotics—it’s about how these technologies combine to reshape industries, create new markets, and drive exponential impact. Let’s dive into the key insights and why this matters for leaders, innovators, and organizations worldwide! 🌐 🔑 The 3C Framework: A Roadmap for Innovation The report introduces the 3C Framework—Combination, Convergence, and Compounding—as a lens to navigate the complex interplay of technologies. Here’s how it works: Combination: Technologies like AI and quantum computing merge at the sub-component level (e.g., machine learning + quantum algorithms) to create novel solutions that tackle problems no single tech could solve. For example, quantum ML blends atomistic and molecular insights to revolutionize material design. Convergence: These combinations reshape value chains, enabling companies to enter new markets or create entirely new product categories. Think of Blue Ocean Robotics, which evolved from hardware manufacturing to offering AI- and spatial computing-powered collaborative solutions, boosting revenue and partnerships. This framework isn’t just theoretical—it’s a practical guide for organizations to identify high-value tech pairings, align them with core strengths, and seize strategic opportunities. 🌟 Eight Transformative Technology Domains The report highlights eight domains driving this convergence revolution: AI, Omni Computing, Engineering Biology, Spatial Intelligence, Robotics, Advanced Materials, Next-Gen Energy, and Quantum Technologies. Each is broken down into 238 sub-components, assessed by maturity (from experimental Genesis to scalable Commodity). The magic happens when technologies at different maturity stages combine—like pairing cutting-edge agentic AI with stable computer vision to power autonomous systems. Compounding: As adoption scales, network effects and economies of scale kick in, driving down costs and accelerating innovation. NVIDIA’s pivot from general-purpose GPUs to AI-specific frameworks like CUDA is a prime example—catapulting its market cap from $300B to $3T in just three years! 💡 Why This Matters for You Organizations must: Bridge Silos: Build cross-domain expertise to combine mature and emerging technologies. Seize Adjacent Opportunities: Identify where tech convergence creates new value chains, like robotics firms moving from hardware to service-based models. Balance Risk and Reward: Invest strategically in high-potential combinations while addressing ethical concerns, like those tackled by the WEF’s AI Governance Alliance or #Quantum Initiative.