Innovative Wearable Technology

New research prototype for Personal Health Agent (PHA), a comprehensive research framework for delivering personalized, evidence-based health and wellness guidance. This system is built on a multi-agent framework that models support after a human expert team, each handled by a specialized LLM sub-agent: ▶️ Data Science Agent: Analyzes multi-modal data from wearables and health records, such as blood biomarkers, to provide contextualized numerical insights. ▶️ Domain Expert Agent: Acts as a reliable source of grounded health knowledge, tailoring information based on the user's specific health profile. ▶️ Health Coach Agent: Supports users in goal-setting and behavioral change through multi-turn, psychologically-inspired conversations. The Orchestrator dynamically coordinates these specialists to synthesize a single, coherent response to complex queries. Evaluations confirmed that this collaborative multi-agent approach significantly outperformed single-agent baselines in overall response quality, clinical significance, effectiveness and usefulness as evaluated by human experts and end-users. This work, including extensive evaluation of all agentic components using the Wearables for Metabolic Health (WEAR-ME) study data, establishes a validated blueprint for the next generation of trustworthy and coherent personal health AI. Read more about this research and the multi-agent framework: https://goo.gle/42kzjvZ Preprint: https://lnkd.in/dfZ96X5c

🧠 The End of Hyper-Invasive Brain Implants Imagine a brain-computer interface (BCI) so thin it’s one-fifth the thickness of a human eyelash — yet capable of capturing the most detailed view of human thought ever recorded. That’s the Layer 7 Cortical Interface from Precision Neuroscience: 📏 Ultra-thin & flexible: A transparent film embedded with 1,024 electrodes. ⚡ Surface mapping: Records and stimulates neural activity without penetrating brain tissue. 🎯 Targeted placement: Rests on the motor cortex, the brain region that translates thought into action. 🧩 Modular design: Multiple arrays can be linked to cover more brain regions. Unlike Neuralink’s penetrating micro-electrodes or other invasive implants, Precision’s approach is designed to be safer, replaceable, and minimally invasive — inserted via a <1 mm “cranial microslit” rather than a full craniotomy. 📊 Each device can record 1–2 billion neural data points per minute, which are processed in real time and decoded using AI. These signals can become computer commands, allowing patients with paralysis to interact with the world using thought alone. In clinical studies, the Layer 7 interface has already mapped speech and movement intention in volunteers, laying the groundwork for applications in: Restoring independence to people with paralysis - Aiding stroke recovery - Assisting neurosurgeons during operations - Potentially treating psychiatric conditions like depression As Precision puts it: “The world’s highest resolution picture of human thought.” With this non-penetrative, high-resolution approach, BCIs might soon transition from experimental devices to everyday clinical tools — safely bridging the gap between mind and machine. #BCI #DBS #Neurosurgery

A surgeon in Berlin just operated while looking straight through a patient's spine. Not with X-rays. With holograms floating above the body. Helios Berlin-Buch is the first German hospital where surgeons wear AR glasses during spinal surgery. They see organs, bones, and blood vessels in 3D - while operating. What this means: → 40% more accurate implant positioning → Significantly shorter surgery times → Faster recovery for patients Think about that. 1.9 million spine surgeries happen globally each year. 1.9 million people facing potential paralysis. 1.9 million families holding their breath. Now imagine those same surgeries with: • Millimeter precision guided by AI • Surgeons seeing through tissue in real-time • Gesture controls keeping hands sterile The technology that once were for a privileged few? Now spreading to major hospital globally. Here's what changes everything: A spinal implant off by 2mm can mean permanent nerve damage. With AR, surgeons place it perfectly. First time. Every time. By 2025, 20% of surgeons will operate with this superhuman vision. That's 380,000 spine surgeries made safer. 380,000 people with better chances of walking. 380,000 families getting good news. This isn't just better surgery. It's a whole change in healthcare to improve and use the latest technology. The solutions are getting cheaper and more accessible, but still more funding is needed to support doctor's training with AR/VR and the otherwise complicated operations. Follow me, Dr. Martha Boeckenfeld, for more breakthroughs saving lives. ♻️ Share if you believe every surgeon should have superhuman vision. #MedTech #Innovation #FutureOfHealthcare

A 65 year old just became the first person to control an iPad using brain signals alone. Mark Jackson was diagnosed with ALS (amyotrophic lateral sclerosis) in 2021. Over time, he developed complete paralysis in both arms and weakness in his neck. No way to swipe a phone. No way to send a text. No way to do things for himself without asking someone else. Until a brain-computer interface by Synchron changed that. Here's how it works: ▶ 1. Device sits inside a brain vein ↳ A small sensor is implanted into one of the veins within Mark's brain through a minimally invasive procedure - not brain surgery. ↳ It reads brain signals from the motor cortex and translates them into digital actions on screen. ↳ Mark now watches Netflix, listens to audiobooks, browses Instagram and Facebook, and texts his kids. All by thinking about the action he wants to take. ▶ 2. Two-way communication creates real-time feedback ↳ Synchron just launched a new version using something called a BCI HID profile - Human Interface Device. ↳ The computer detects the strength and fidelity of Mark's brain signal in real time and presents feedback about where he's looking, what he's thinking about clicking, where he wants to move. For someone who can't move their arms, losing the ability to do things independently is one of the hardest parts of the disease. This technology gives that back. However, the tech is still early. Synchron has completed early feasibility trials and is preparing for pivotal trials before seeking FDA approval - a process that will take several years. But would you trust a brain implant if it gave you back your independence? #entrepreneurship #healthtech #innovation

Meta leads the global XR (AR/VR headset) Market; AR glasses captured one-fourth of the share in Q3 2025, Counterpoint Research VR is slowing, while AR+AI smart glasses are expanding the market into a more “daily-wear” form factor, and that naturally fragments shares. #Meta still led VR but felt the slight slowdown. Meta's shipments dipped 4% YoY and share fell to 57% (from 71% in Q2). At the same time, AR smart glasses hit their highest-ever quarterly shipments, pushing AR to ~25% of total XR volumes, with #MicroLED rising to 25% of AR shipments. Meta’s strategy is clear with Ray-Ban Meta Display: enter early, scale fast through mainstream eyewear distribution, and make #AI + camera glasses a daily habit while displays mature. Notably, sales began Sept 30, so Q3 sell-in reflects just one day; the real signal will be Q4 demand and how quickly Meta can convert “glasses” into its next platform. RayNeo’s rise is what “right product at the right moment” looks like in #AR+AI glasses. It’s less about spec wars and more about shipping volume as the category moves to everyday utility. Sony remains the steady premium anchor with #PSVR2, because ecosystems beat one-off hardware cycles. When content and platform gravity are strong, you don’t need to win units; you win engagement. XREAL is quietly riding the shift toward display-led smart glasses as the mainstream “personal screen” use case forms. If comfort, optics, and portability keep improving, this lane will expand faster than many expect. PICO XR is proving that #XR demand for enterprise and location-based entertainment can still move meaningful volume. In a soft market, predictable deployments matter more than hype-driven launches.

I’ve been deep-diving into the current state of Virtual Try-On (VTO) tech, and I have a confession: Zara is currently outpacing Google. While much of the industry is trying to force-fit LLMs into every use case, Zara took a different, more practical approach with Computer Vision. Instead of a generic overlay, they use a selfie paired with your height to map your likeness onto a professional model. The result? It actually looks realistic. It’s refreshing to see Computer Vision being prioritized as a specialized field rather than just being shoved into a chatbot.

Last week, we explored how robots might move, feel, and understand like humans. Now, we flip the lens and tap into one of the most exciting frontiers in human augmentation: Brain-Computer Interfaces (BCIs). BCIs connect the brain directly to machines, translating neural activity into signals that control computers, devices, or even AI agents. With the rise of Agentic AI, a new possibility is emerging: What if your intentions could become instructions, from brainwaves to prompts, directing AI with intent alone? The most intuitive interface isn’t voice; it’s thought. A Thought-to-Agent Interface (T2A) links your brain activity to an AI Agent in real time, translating mental focus, intention, or emotional state into prompts, actions, or decisions. These are some use-case examples... 🧠 In Work: You're in deep focus. You imagine a slide, your AI Agent starts drafting it. You think of a person; it pulls up your last conversation. 🧠 In Accessibility: For someone unable to speak or type, the interface interprets intent from brain signals and helps control devices, compose messages, or navigate systems. 🧠 In Creativity: A designer imagines a shape, a scene, or a melody, and the AI Agent renders variations in real time, refining the output through guided intent. These are some current research projects... 📚 Meta AI’s Brain-to-Text Decoding: Decodes full sentences from non-invasive brain activity with up to 80% character accuracy, bridging neural intent to digital language. https://lnkd.in/gTEJpa4e 📚 UC Berkeley’s Brain-to-Voice Neuroprosthesis: Translates brain signals into audible speech, restoring naturalistic communication for people with speech loss. https://lnkd.in/g_D3Xeup 📚 Caltech’s Mind-to-Text Interface: Achieves 79% accuracy in translating imagined internal speech into real-time text, enabling seamless brain-to-device communication. https://lnkd.in/gEuVKreq These are some startups to watch... 🚀 Neurable: EEG-based wearables decoding cognitive load & focus in real-time. https://www.neurable.com/ 🚀 OpenBCI: Makers of Galea, a headset combining EEG, EMG, eye tracking, and skin conductance for immersive neural interfacing. https://lnkd.in/girt4PAW 🚀 Cognixion: Brain-powered communication integrated with AR and speech synthesis for non-verbal users. https://www.cognixion.com/ 🚀 Paradromics: High-bandwidth BCI for translating neural activity into speech or system commands for those with severe impairments. https://lnkd.in/giepGKH4 What is a likely time horizon... 1–2 years: Wearable EEG interfaces paired with AI for narrow tasks: adaptive UI, hands-free control, attention-based interaction. 3–5 years: Thought-to-agent pipelines for work, accessibility, and creative tools, personalized to individual brain patterns and cognitive signatures. The future isn’t just AI that understands your prompts. It’s AI that understands you as soon as you think. Next up: Multimodal AI Sensory Fusion (“Glass Whisperer”)

You know AR is changing fashion. But do you know how deep it goes? By 2030, AR will be a $198B industry. And virtual try-ons are just the start. AI-powered designers, holographic stores, digital-only collections... This isn’t the future. It’s happening now.🧵 Imagine styling, designing, and trying on your dream outfit with significantly less stress or even attending a fashion show without leaving your couch. With AR, you can attend virtual runway shows and use digital design tools anywhere, anytime. AR is not a gimmick. According to Threekit, 40% of people are more likely to buy products online when they can use AR to see what it would look and feel like. It's fast becoming a must-have for any brand looking to offer an immersive shopping experience and drive success. One outstanding collaboration of AR in fashion was that of Syky, a digital fashion platform, and Japanese brand Anrealage. Together, they're using augmented reality to create designs you can interact with and walk around in near-magical ways. Syky created an app that lets people experience the iconic outfits by Anrealage in stunning 3D. The Pyramid Dress, inspired by Beyoncé's dress, is a perfect example. You can see it change colors and all the little details right before your eyes in AR. Augmented reality isn't only visually appealing but also practical. DeepGears already proved that virtual try-on tools helped reduce return rates by 25% Brands are lowering their carbon footprint due to a decreased need for physical samples. It’s a win for sustainability. It's no surprise that 71% of Gen Z and Millennials now favor brands that provide AR experiences, according to artlabs. This technology allows them to personalize their fashion choices at any time, merging innovation with individual expression. But that’s not all there is. The world of augmented reality has impacted fashion events too. Attendance during virtual fashion weeks is now 300% higher than during traditional shows. This proves that the inclination towards digital engagement is here to stay. JigSpace is at the forefront of this revolution, defining a new way for designers to create and present 3D models, and spatial experiences that are immersive, practical, and engaging. Augmented Reality (AR) is transforming how we visualize and share ideas. With AR tools like JigSpace, brands can craft rich, interactive narratives about their products, all without the need for coding. It’s all about creating a deeper connection with your audiences through immersive storytelling. Jigspace is bridging the gap between the physical and the digital realms. From product demonstrations to step-by-step assembly guides, AR is transforming our world. Are you ready to be part of the AR revolution? At JigSpace, we make it easy for your business to turn CAD ASSETS into Spatial / AR experiences. Anyone on your team can create powerful spatial solutions. Get in touch to learn more. https://www.jig.space/

From wristbands to earrings that track your health 🚀 Incora Health, founded by Lindsey Calcutt, PhD, and Theresa Gevaert, is flipping the script on wearable tech. Smart earrings that monitor stress, sleep, and menstrual cycles. Why it matters: 💡 Built for women, not just “smaller or prettier” versions of men’s wearables 📊 Tracks vital signs closer to core blood vessels for better insights 🔄 Treats the menstrual cycle as a key health indicator, not an inconvenience 🧬 Uses data designed around female physiology Decades of underrepresentation in women’s health data are being challenged here. From earrings to empowerment - this is wearable health tech with purpose. What. A. Step. 👏

𝗔𝗜 𝗶𝘀𝗻’𝘁 𝗷𝘂𝘀𝘁 𝘀𝗽𝗲𝗲𝗱𝗶𝗻𝗴 𝘂𝗽 𝟯𝗗 𝘄𝗼𝗿𝗸𝗳𝗹𝗼𝘄𝘀 — 𝗶𝘁’𝘀 𝗰𝗵𝗮𝗻𝗴𝗶𝗻𝗴 𝗵𝗼𝘄 𝘁𝗲𝗮𝗺𝘀 𝘁𝗵𝗶𝗻𝗸. We’re not just seeing tools evolve. We’re seeing mindsets evolve. 🟠 Across clients, here’s what’s becoming clear: Designers are thinking more like data analysts With AI-enhanced 3D workflows, creatives aren’t just reacting to feedback, they’re proactively interrogating it. Pattern detection, sentiment analysis, product testing via synthetic data , it’s subtle, but it’s shifting the role of a designer from executor to strategist. Validation is becoming a core creative step Traditionally, creative teams presented concepts then looked for feedback. Now, they’re integrating AI tools that surface predictive insights before samples are made. In 3D, this feedback becomes immediately visual. The result? Fewer revisions, more grounded concepts. There’s more ‘thinking in systems’ Instead of designing one product at a time, teams are using AI to model the impact of changes across categories — colour choices, fabric switch-outs, silhouette iterations. Paired with 3D, it creates a living system of connected assets, not just standalone outputs. 🟠 𝗪𝗵𝗮𝘁 𝘁𝗵𝗶𝘀 𝗺𝗲𝗮𝗻𝘀 𝗳𝗼𝗿 𝗹𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽: The creative process is becoming more transparent, iterative, and cross-functional. That’s exciting but it also demands clearer frameworks, smarter asset management, and stronger cross-team alignment. So if your 3D pipeline still feels siloed, or your AI tools are underused, it might not be the tech. It might be the thinking around it. Have you seen this play out in your team? Let’s dig in always curious to hear what others are noticing, comment below 👇🏾 #3DFashion #AIDesignTools #FashionInnovation 📸 : newarc