Why do people remove prosthetics when they need them most? Prosthetic arm technology isn’t just about innovation—it’s about trust. Fergal Mackie explains why many amputees remove prosthetic hand devices due to poor reliability and unpredictable performance. From advanced robotic arm systems to simpler mechanical arm designs, the real issue lies…
Mechanical Beats Robotics Fergal Mackie explains that despite decades of innovation, the most widely used prosthetics are still mechanical and why mechanical arm systems still outperform advanced robotic arm and bionic hand designs for many amputees. This challenges everything we assume about progress in robotics, innovation, and engineering. 👉 Follow…
Most people think self-driving cars are just “AI driving a vehicle.” But the reality is far more complex and fundamentally flawed. We built cars for humans… and now AI is forced to adapt to that design. Achyut explains a critical but often overlooked problem in autonomous vehicles: modern cars were…
Accessibility Didn’t Fix It Prosthetic arm innovation didn’t fail because of access. Fergal Mackie explains why making robotic arm and bionic hand technology more accessible didn’t solve adoption issues for amputees. The real challenge goes beyond cost, highlighting deeper problems in robotics engineering, usability, and real-world problem solving during early…
Robotics engineering struggles outside controlled environments. In this clip, Fergal Mackie explains why prosthetic arm and robotic arm systems fail due to sweat, movement, and noisy real-world conditions. For amputees using a prosthesis, sensors and machine learning models break down when signals become inconsistent, exposing major gaps in AI, control…
Product design isn’t about adding more—it’s about simplifying. In this clip, Fergal Mackie explains how extra features increase complexity, reducing reliability, durability, and overall user experience. In engineering design and manufacturing, too much functionality creates frustration, steep learning curves, and poor UX design / UI design. The best products win…
AI isn’t failing because it’s weak - it’s failing because reality is messy. In self-driving, the hardest problems aren’t the common ones… they’re the rare, unpredictable edge cases. And that’s exactly where even the most advanced AI still struggles. Vit and Achyut explore why autonomous vehicles are still not fully…
Why Prosthetics Get Rejected? Prosthetics and medical tech innovation aren’t always enough. In this clip, Fergal Mackie explains why even expensive medical devices face high rejection rates in real-world use. The issue isn’t just technology or gadgets—it’s trust, usability, and reliability. This reveals a major gap in product design, medical…
What if a simple shape could break AI recognition? Artificial intelligence isn’t perfect. In this clip, Achyut Boggaram explains how machine learning systems struggle with AI limits and blind spots when patterns don’t match expectations. Even a differently shaped object—like a non-standard stop sign—can confuse AI models, exposing real-world AI…
Why are advanced robotic prosthetics failing while mechanical prosthetic hands actually work better in real life? In this episode of An Hour of Innovation, Vit Lyoshin speaks with Fergal Mackie, founder of Metacarpal, about why the future of prosthetics may not be high-tech robotics but simpler, more reliable mechanical design.…
The companies winning in AI all have one thing: more data. Artificial intelligence runs on big data. In this clip, Achyut Boggaram explains why data processing, data management, and data integration are the real drivers behind powerful machine learning models. The more diverse and high-quality the data—across different environments, conditions,…
Self driving car technology is evolving—but the design isn’t. In this clip, Achyut Boggaram explains why modern vehicles were built for humans, not AI or autonomous driving systems. From Waymo taxi to driverless cars, today’s self-driving technology relies on sensors like LiDAR, radar, and cameras to replace human vision—but the…
Self driving trucks are changing the future of automotive technology. In this clip, Achyut Boggaram explains how autonomous vehicles use advanced AI, radar, and sonar sensors to detect objects up to 300 meters—even in heavy fog. Unlike humans, these self driving systems rely on intelligent algorithms and sensor data to…
AI Broken by Pixels?! AI models aren’t as secure as you think. In this clip, Achyut Boggaram explains how adversarial attacks—tiny pixel changes—can fool machine learning systems and expose major AI risks. From fake stop signs to manipulated images, these attacks can disrupt self-driving cars and other real-world AI applications.…
Self-driving trucks technology runs on massive data. In this clip, Achyut Boggaram explains how autonomous vehicles use car sensors, automotive sensors, and robotics to generate and process huge amounts of real-time data. From LiDAR, radar, and sonar to advanced AI and machine learning, every second produces raw data that powers…
AI tools are transforming how we work, but they may also be changing how we think. In this clip from An Hour of Innovation, we explore a critical question: 👉 Is AI making us smarter… or just more dependent? The conversation reveals a key insight: when people rely on AI…
Future technology is evolving fast—and the mobile phone may not last. Achyut Boggaram explains how smartphones could become obsolete, replaced by neuralink-style brain connections to the internet. As technology advances, issues like phone addiction, dopamine, and technology addiction highlight how screens impact mental health. The future may shift from typing…
Natural light is one of the most powerful tools in energy efficiency and energy saving. In this clip, Neall Digert explains how lighting design can account for up to 75% of energy use in commercial buildings—and how daylighting systems help reduce that load. By using daylight to replace artificial lighting,…
What does it actually take to build self-driving trucks that can interpret the real world and react faster than humans? In this episode of the An Hour of Innovation podcast, Vit Lyoshin sits down with Achyut Boggaram to explore the engineering behind autonomous trucks and the massive AI infrastructure that…
Sustainable building design is changing how modern buildings are constructed—cutting long-term costs while improving efficiency and workplace wellbeing. Neall Digert explains why sustainable building design and green building technology don’t have to increase construction costs. When done right, energy-efficient buildings and sustainable construction deliver major long-term cost savings, healthier workplaces,…
Neall Digert explains how their energy-positive manufacturing campus generates more electricity than it consumes using solar energy, efficient building design, and clean technology. The facility even sends excess power back to the California grid. ⚡ Energy-positive buildings could reshape sustainable manufacturing and future industry. 👉 Follow for insights on clean…
Neall Digert explains how natural daylight regulates human biology and circadian rhythm, affecting alertness, sleep cycles, and human performance. Daylight’s spectral light variation signals the body when to focus, wake, and rest. 👉 Follow for more insights on daylighting, architecture, science explained and human health. #Daylighting #CircadianRhythm #HumanBiology #Chronobiology #HealthyBuildings…
Daylight Makes Employees More Productive Neall Digert explains how natural light in offices can significantly improve worker productivity and human performance. Evidence-based workplace design shows that when employees work in daylit spaces, they stay focused longer, take fewer unnecessary breaks, and maintain better mental clarity, resulting in measurable productivity gains.…
A Building That Uses Almost No Lights Neall Digert explains how a fully daylit building design allows their campus to operate with electric lighting only 3% of the time. Using advanced daylighting systems and sustainable architecture, the building stays naturally illuminated for 97% of occupied hours, improving energy efficiency, comfort,…