Episodes

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Max Vermeir about why so many AI initiatives fail in real-world business environments, and why the problem is rarely the LLM models themselves. Max explains that while large language models have advanced rapidly, most organizations struggle because their data is messy, unstructured, and not ready for AI to use effectively. From documents and spreadsheets to complex workflows, the real challenge lies in turning human-generated data into something machines can reliably interpret. The conversation explores the difference between deterministic and probabilistic AI, highlighting why LLMs always produce an answer, even when it’s wrong, and what that means for trust and reliability in production systems. Max also shares practical examples where simpler solutions outperform complex AI models, emphasizing the importance of choosing the right approach instead of defaulting to AI for every problem. Vit and Max dis…

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Denis Kalyshkin, a venture capitalist focused on deep tech and the space industry, about how space technology is rapidly evolving from exploration into a data-driven economy. Denis shares how the dramatic drop in rocket launch costs has unlocked a wave of innovation, making space more accessible than ever before. What was once limited to governments and a few large players is now opening up to startups, engineers, and even students. As a result, thousands of satellites are now orbiting Earth, generating massive amounts of data that can be used across industries, from agriculture and climate monitoring to competitive business intelligence. The conversation shifts from infrastructure to opportunity, highlighting how the real value in space is no longer in building rockets, but in analyzing and applying the data collected from orbit. Denis explains how Earth observation is becoming a powerful tool for decisio…

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Jake Ward, co-founder and chairman of Developer Alliance, about the evolving relationship between innovation, artificial intelligence, and government regulation - and why it matters more than most developers and founders realize. Jake shares his perspective from working at the intersection of developers and policy, explaining how regulation increasingly shapes what can be built, how products operate, and whether startups can survive. He highlights the growing tension between the rapid pace of AI innovation and the slower, often reactive nature of government decision-making. Through real-world examples, the conversation explores how a single law can fundamentally change or even eliminate a business model overnight. Jake emphasizes that while regulation plays an important role in protecting individuals and society, it often struggles to keep pace with rapidly evolving technologies, leading to unintended cons…

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Fergal Mackie, founder of Metacarpal, about a surprising reality in prosthetics: despite decades of innovation, many advanced devices are not being used. In fact, nearly half of upper limb prosthetics are abandoned, revealing a critical gap between technological progress and real-world usability. Fergal shares how most of the industry has focused on increasingly sophisticated robotic hands, adding features, sensors, and complexity, while overlooking what users actually need: reliability, durability, and intuitive control. His work takes a different approach, rethinking mechanical, body-powered prosthetics and enhancing them with capabilities traditionally associated with robotics, but without the fragility and learning curve. The conversation explores why simpler solutions often outperform more advanced ones, especially in real-life environments where consistency and trust matter more than cutting-edge fun…

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 An Hour of Innovation podcast, Vit Lyoshin speaks with Achyut Boggaram about what it really takes to build autonomous trucking systems that operate safely in the real world. Rather than focusing solely on AI breakthroughs, the conversation highlights a deeper reality: deploying self-driving technology is fundamentally a systems engineering challenge. Achyut explains how autonomous trucks rely on a combination of sensors, data pipelines, machine learning models, and traditional rule-based systems working together. At the core is not just intelligence, but reliability, especially in rare and unpredictable situations. These long-tail scenarios, which may occur infrequently but carry high risk, are the primary focus of modern autonomous system development. The discussion explores how safety is embedded into every layer of the system, from moti…

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Neall Digert, Vice President at Kingspan Light + Air, about how daylighting technology is transforming the way buildings use natural light. They explore how modern architecture can capture and redirect sunlight to illuminate indoor spaces, reducing the need for electric lighting while improving the experience of the people inside those buildings. Neall explains the science behind daylighting systems, including technologies that collect sunlight on rooftops and transport it through reflective tubes into interior spaces. Unlike traditional windows, these systems allow architects and engineers to control how light is distributed inside a building, focusing it where it’s needed, diffusing it across large work areas, or highlighting architectural features. The goal is not just energy savings, but creating environments that support human health, comfort, and productivity. The discussion also explores the broader…

In this episode of An Hour of Innovation podcast, Vit Lyoshin sits down with branding expert David Brier to unpack one of the most misunderstood concepts in business: the real difference between branding and marketing. With over 45 years of experience, David defines branding in four powerful words: the art of differentiation. While marketing focuses on promotion and distribution, branding is about owning a distinct position in the mind of the customer. Without clear differentiation, companies are forced into price wars or feature comparisons that ultimately erode value. The conversation explores why great products often fail without strong brand positioning, how founders fall in love with their own ideas, and why conviction matters more than incremental improvement. David shares stories of companies that achieved massive growth, not by spending more on advertising, but by reframing their brand narrative. They also dive into storytelling as a strategic tool, the risks of “AI s…

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Carter Huffman, CTO and co-founder of Modulate AI, about why voice is one of the most complex and powerful frontiers in artificial intelligence. While most AI breakthroughs have focused on text and images, voice introduces an entirely different layer of nuance: tone, emotion, cadence, cultural context, background noise, and real-time variation. Carter explains why understanding human speech requires more than transcription; it demands contextual, emotional, and situational awareness. That complexity is exactly what makes voice AI critical in high-stakes environments. The conversation explores how Modulate’s technology detects fraud, harassment, and even deepfake voices in real time. In gaming, voice AI helps reduce toxic behavior that drives users away. In call centers and healthcare systems, it can flag social engineering attempts and prevent security breaches before they happen. Carter shares how their e…

In this episode of An Hour of Innovation podcast, Vit Lyoshin sits down with Kendra MacDonald, CEO of Canada’s Ocean Supercluster, to explore the rapidly expanding $3 trillion ocean economy and why it may be one of the most overlooked innovation frontiers in the world. The conversation dives into how the blue economy is being reshaped by data, AI, robotics, and autonomous technologies. From subsea cables that carry 99% of international internet traffic to smart buoys, satellites, and autonomous vessels mapping the deep ocean, the ocean is emerging as a high-tech ecosystem driving climate solutions, global trade, renewable energy, and biotech innovation. Kendra explains why only 26% of the ocean has been mapped at high fidelity, what a “digital twin of the ocean” could mean for real-time decision-making, and how genomics, carbon removal technologies, and blue biotech are unlocking entirely new industries. They also discuss the ocean’s critical role in absorbing carbon and heat, p…

In this episode of An Hour of Innovation podcast, Vit Lyoshin sits down with Toufi Saliba to explore a question that feels increasingly urgent: as AI agents gain real autonomy, who actually owns the intelligence they produce? The conversation centers on the rise of AI agents, systems that don’t just generate text, but act on a user’s behalf. From responding to emails to navigating software and executing tasks independently, these agents now have real agency. Toufi argues that this shift creates enormous opportunity, but also significant security risks. When AI has system-level access, even small vulnerabilities can lead to data leaks, manipulation, or loss of control. Rather than framing AI as inherently good or bad, the discussion focuses on structure. They examine why containerization and separation between the agent and the user’s core system are critical for protection, and why most current approaches to AI security either over-restrict capability or fail to address long-ter…

In this episode of An Hour of Innovation, Vit Lyoshin sits down with Prashanth Tondapu, CEO of InnoStax, to explore why highly skilled engineering teams so often struggle to deliver real results. Drawing from over 15 years of experience working with startups and scale-ups across the US and Europe, Prashanth challenges the assumption that talent alone guarantees success. The conversation uncovers a recurring pattern: smart teams frequently optimize individual tasks instead of aligning around shared outcomes. Prashanth explains how missing alignment, unclear ownership, and the absence of a single accountable technical leader can slow delivery, even when everyone appears busy and productive. He contrasts “narrative progress” with demonstrable progress and explains why visible, daily proof of work changes team behavior and accountability. Vit and Prashanth also discuss the evolving role of the tech lead, why separating vision from execution improves delivery, and how startups can av…

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Loren Larsen, founder and CEO of Videra Health, about how AI video analysis is changing mental health care between doctor visits. The conversation explores a critical gap in behavioral health: once patients leave a clinical setting, providers often lose visibility into how they are actually doing. Loren explains how AI-based check-ins, using video, voice, and language analysis, allow patients to share how they feel in their own words, on their own time. These short interactions can surface emotional and behavioral signals that traditional surveys and score-based assessments often miss. The episode also dives into why patients are sometimes more honest with AI than with clinicians, the risks of poorly tested healthcare AI, and the importance of keeping humans in the loop for interpretation and care decisions. Drawing on Loren’s experience building and deploying video AI at scale, the discussion highlights r…

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Jay Kiew about a growing but often misunderstood challenge facing organizations today: why AI adoption so rarely leads to real productivity or innovation. Jay explains why many companies invest heavily in AI tools yet see little to no return, pointing to research showing that the vast majority of organizations fail to achieve meaningful ROI from AI initiatives. Rather than blaming the technology, the conversation highlights how unclear processes, weak critical thinking, and low readiness for change quietly undermine AI efforts. AI, Jay argues, does not fix broken systems; it exposes them. Vit and Jay explore how leaders misunderstand what AI is capable of, why undocumented workflows and poorly defined roles cause AI agents to fail, and how learning and integration matter more than deploying new tools. They also discuss how AI reshapes roles and responsibilities, why teaching AI inside organizations is hard…

In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with Julie Trelstad about one of the most urgent and under-discussed challenges in publishing today: how artificial intelligence is changing plagiarism, authorship, and content ownership. Julie explains how AI makes it possible to copy books at scale, rewriting, repackaging, and republishing them under different titles and author names, often within days of release. These copies can look legitimate to both readers and online marketplaces, allowing them to spread before authors even realize their work has been taken. The conversation highlights why traditional copyright protections struggle in a world where machines, not humans, are the primary consumers of content. The episode explores why legal frameworks alone are no longer sufficient, and why machine-readable identifiers, metadata, and content registries may be critical to restoring trust and accountability. Julie also discusses what a “post-scraping ag…

In this episode of An Hour of Innovation podcast, Vit Lyoshin speaks with Jim Foote, co-founder and CEO of First Ascent Biomedical, about why modern cancer treatment still relies heavily on trial-and-error, and how functional precision medicine is changing that reality. Jim shares his personal journey into oncology innovation, shaped by the loss of his son to cancer, and explains a fundamental flaw in today’s standard of care: biologically different patients often receive the same treatments without knowing if those drugs will work. The conversation explores how functional precision medicine goes beyond traditional precision medicine by testing hundreds of FDA-approved drugs directly on a patient’s live tumor cells before treatment begins. The episode dives into how AI, robotics, genomics, and large-scale drug sensitivity testing work together to help physicians identify which treatments are effective, and which ones could be useless or even harmful. Jim discusses real patient o…

In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with John von Seggern, a musician, producer, educator, and founder of Futureproof Music School, about how AI is reshaping music education and where human creativity still matters most. John shares his journey from performing jazz internationally and working on sound design for Pixar’s WALL·E to leading innovative online music education programs. Drawing on years of experience, he explains why traditional, one-size-fits-all music education models struggle to keep up with today’s fast-changing creative and technological landscape. The conversation explores how AI tutors can personalize learning by analyzing a student’s actual work, identifying the most important improvements at each stage, and guiding learners without overwhelming them. At the same time, John emphasizes the limits of AI, particularly in advanced mastery, taste, and creative judgment, areas where human mentors remain essential. Vit and Joh…

Most enterprises dramatically underestimate the true risks, costs, and vulnerabilities hidden inside their AI systems. In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Dorian Selz, co-founder and CEO of Squirro, to explore why modern organizations are not nearly as prepared for AI as they believe. Dorian breaks down how poor architectural choices can lead to massive operational expenses, including a real-world example of a $4 million-per-month LLM bill caused by misusing generative AI. He explains why Retrieval-Augmented Generation (RAG) has become essential for accuracy, cost control, and security in enterprise environments, and how exposing full documents to LLMs creates unnecessary risks. The conversation dives deep into the growing gap between perceived and actual AI safety, the importance of guardrails, auditability, and observability, and the often-overlooked role insurance companies will play in shaping future AI governance. Dorian also…

In this episode of An Hour of Innovation podcast, Vit Lyoshin interviews Mustafa Parekh, tech entrepreneur and founder of Lazy Admin, to explore how AI is redefining the way companies understand and act on their data. Mustafa explains how Lazy Admin transforms complex Salesforce and CRM information into insights, visual dashboards, and strategic recommendations, all in seconds and without exposing sensitive data. The conversation highlights the emergence of AI assistants, the shift toward personalized AI, and the importance of tools that understand a company’s internal language, acronyms, and business context. Mustafa also outlines how his team developed a privacy-focused “Zero-Data-Exfiltration” architecture, enabling organizations to gain AI-powered insights while keeping all data securely inside their CRM. Beyond the product itself, the episode covers broader themes such as AI ethics, global competition, job displacement, and the potential future impact of AGI paired with rob…

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Bobak Tavangar, Co-Founder & CEO of Brilliant Labs, and one of the most forward-thinking voices in wearable AI. Bobak shares why he left Apple to champion open-source hardware, how Brilliant Labs is building AI glasses that protect privacy by design, and why he believes the next era of computing should amplify human agency, not undermine it. Together, they explore the philosophy and engineering behind Halo, the world’s first open-source AI glasses with real-time AI memory, multimodal sensing, and 14-hour battery life packed into a lightweight frame. Bobak explains how his team solved enormous challenges in hardware design, why most competitors rely on off-the-shelf components, and why building ethical, human-first AI requires total transparency from the ground up. The conversation goes into the future of wearable AI, from personal memory systems to real-world contextual assistance, and explores the…

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Tullio Siragusa, strategist, author, and creator of the EmpathIQ Framework™, to unpack the real reasons behind failed AI transformations and what leaders must do differently. Tullio reveals that AI failure has little to do with algorithms or tools. Instead, it stems from outdated organizational design, slow decision-making, disengaged teams, and leadership models rooted in the Industrial Age. AI thrives in environments that are autonomous, fast-moving, and human-centered, yet most companies still operate on rigid, top-down systems that choke innovation. Together, Vit and Tullio explore how empathy, emotional intelligence, and decentralized decision-making are becoming essential ingredients in successful AI adoption. Tullio breaks down his EmpathIQ Framework™, a model that has helped organizations triple productivity without increasing headcount by focusing on collaborative OKRs, self-management, pu…

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Zach Evans, Chief Technology Officer at Xsolis, a healthcare analytics company using AI to bridge the gap between hospitals and insurance providers. Zach explains how Xsolis’s Dragonfly platform leverages predictive analytics, generative AI, and real-time data to streamline operations, reduce administrative friction, and help clinicians focus on patient care. You’ll hear how hospitals spend nearly 25 percent of their revenue on administrative work, and how AI can eliminate much of that waste. Zach shares how predictive algorithms can determine patient status with 99 percent accuracy, preventing costly claim denials, and how generative AI now drafts clinical reviews, saving doctors hours each day. He also discusses the growing importance of cybersecurity in healthcare, the shift from reactive to proactive protection, and the next wave of innovation with agentic and ambient AI, systems that automate rou…

In this episode of An Hour of Innovation podcast, host Vit Lyoshin talks with Spiros Xanthos, Founder and CEO of Resolve AI, about how artificial intelligence is transforming the way software is built, maintained, and scaled. Spiros shares how Resolve AI is pioneering AI-driven Site Reliability Engineers - intelligent agents capable of managing production systems autonomously and freeing humans from the endless cycle of on-call alerts and incident response. The conversation explores the future of AI in DevOps, what it takes to build trust between humans and AI, and why autonomous systems will change how teams approach reliability, operations, and innovation. Spiros opens up about his entrepreneurial journey, the lessons learned from building multiple startups, and the challenges of launching an AI company in one of the fastest-moving industries in tech. Listeners will gain insights into: * The difference between AI coding assistants and true AI agents that can operate systems.…

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Rob LoCascio, the visionary founder of LivePerson and creator of Uare.ai (Formerly Eternos), to explore the future of human-centered AI and the concept of digital immortality. Rob shares how Uare.ai (Formerly Eternos) builds deeply personal AI avatars that replicate not just how you sound, but how you think and make decisions. By combining voice modeling with what he calls “zero-party data,” your untold stories and life experiences, Uare.ai (Formerly Eternos) creates digital versions of people that can carry on conversations, offer advice, and even preserve emotional connections. He tells the moving story of the company’s first user, a terminally ill man who recorded 25 hours of his life and later spoke to his AI self, creating a powerful proof of concept for the emotional and human side of AI. The conversation expands into topics like privacy, data ownership, AI ethics, and how personal AI coul…

In this episode of An Hour of Innovation podcast, host Vit Lyoshin sits down with Henry O’Connell, CEO and Co-Founder of Canary Speech, to explore how artificial intelligence is transforming medicine through voice analysis. Henry shares how an eight-hour conversation in a bagel shop with Jeff Adams, the creator behind Amazon’s Alexa and Dragon NaturallySpeaking, led to the birth of a company redefining healthcare diagnostics. Canary Speech’s groundbreaking technology analyzes how we speak rather than what we say. By studying over 2,500 vocal biomarkers every few milliseconds, the system can process 15 million data points per minute, detecting patterns linked to diseases like Parkinson’s, Alzheimer’s, depression, anxiety, and more. This innovation allows for non-invasive, real-time health monitoring using devices as common as smartphones and smartwatches. Henry discusses how Canary Speech collaborates with leading institutions such as Harvard’s Beth Israel Hospital, Samsung, and …