Inside AsembleAI: DeepTech, AI & Science

The AI landscape shifted dramatically in 2025. Agents aren't just executing commands anymore—they're making decisions, coordinating tasks, and working alongside humans as true collaborators. In this episode, Mac Goswami and Sam Dey break down what actually changed: expanded context windows, reasoning models that finally work, standardized tool use, and multi-agent frameworks ready for production. They also dig into what went wrong, the failures that taught the industry hard lessons about engineering and oversight. Topics covered include the technical breakthroughs that made 2025 the inflection point for agent AI, real-world applications proving agents are production-ready, how to calibrate autonomy to match the stakes, single vs. multi-agent systems, framework maturity, cautionary tales from AI failures, and trends shaping 2026. Key insight: Start simple. Decompose when needed. The future isn't AI replacing humans—it's human-agent collaboration done right. Hosts: Mac Goswami and Sam Dey Connect: https://www.linkedin.com/company/asembleai

In this episode of Inside Assemble AI, hosts Mac and Sam sit down with Priya Reddy, an expert in AI strategy and data literacy, to explore why the real bottleneck in AI transformation isn't technology, it's understanding! Priya shares her insights on the critical importance of AI literacy across organizations, emphasizing that successful AI adoption requires bridging the gap between technical teams and business leaders. The conversation delves into why organizations must invest in people rather than just tools, how translation failures between data scientists and executives derail AI initiatives, and what it takes to build a culture of data-driven decision-making. From real-world examples of AI adoption failures to practical frameworks for effective data literacy programs, this episode offers actionable guidance for leaders navigating the rapidly evolving AI landscape. Key Topics Discussed: Why AI literacy—encompassing data, tech, and business literacy—is the foundation of successful AI transformationReal-world examples of how miscommunication between technical and business teams derails AI initiativesThe difference between data quality issues and AI model problems, and why it mattersHow executives can ask the right questions about data and AI to drive better outcomesBuilding role-based, practical data literacy programs that stickThe role of "bilinguals"—professionals who can translate between technical and business contextsWhy data-literate leaders will define the next era of competitive advantageAbout Our Guest: Connect with Priya on LinkedIn: https://www.linkedin.com/in/priyareddy-dataleader/ Checkout her consultancy services: https://www.linkedin.com/company/priya-reddy-consulting/

In this episode of Inside Assemble AI, hosts Sam Dey and Mac Goswami speak with Sam Bhagwat, Co-Founder & CEO of Maastra, about the rise of AI agents and the tools needed to build them for production. Sam shares his journey from Gatsby to Maastra, the developer pain points that inspired the pivot, and why context engineering is critical for effective AI agents. The conversation explores Maastra’s core primitives, the impact of the Model Context Protocol (MCP), and the challenges of moving from prototype to production. The episode concludes with a forward-looking vision of AI development—smaller models, broader access, and a future with a billion developers by 2030. 🔗 Guest Links • LinkedIn: https://www.linkedin.com/in/sambhagwat/ • Mastra: https://mastra.ai/ • Book(s): https://www.amazon.com/Principles-Building-Agents-Sam-Bhagwat/dp/B0DYH5GHDD

AI is no longer just a tool — it’s becoming a force multiplier for human potential. In this episode of The AI Transformation Playbook, we explore how artificial intelligence is reshaping job performance, empowering the workforce, and redefining what productivity looks like in the age of automation. Rather than framing AI as a threat, the conversation focuses on how individuals and organizations can harness AI to amplify passion, unlock genius, and create meaningful impact at work. We’re joined by Brett Schklar, a seasoned leader and practitioner at the intersection of AI, technology, and workforce transformation and the author of "AI Without the BS". With deep experience in driving real-world AI adoption, [Guest Name] brings a pragmatic perspective on how organizations and individuals can use AI to elevate performance, empower teams, and unlock human potential. Whether you’re a business leader, technologist, or knowledge worker navigating rapid change, this episode offers a grounded, optimistic lens on AI-driven transformation. 🎧 Tune in to understand how to work with AI — not against it.

What if the future of computing isn't silicon or quantum—but living neurons? In this groundbreaking episode of Inside Assemble AI, we sit down with Dr. Ewelina Kurtys to explore the fascinating world of biological computing and wetware bioprocessors. Dr. Kurtys takes us inside Final Spark's ambitious mission to build thinking machines powered by living neurons—systems that could process information with unprecedented energy efficiency compared to traditional silicon chips. From the neuroscience behind programming living cells to the technical challenges of maintaining biological systems, we uncover how this emerging technology could reshape artificial intelligence as we know it. We dive deep into the implications for AGI development, examining how biological stability might reduce AI hallucinations and why hybrid computing architectures combining silicon, quantum, and biological elements could define our technological future. Dr. Kurtys also addresses the critical ethical considerations surrounding wetware bioprocessors and shares her vision for scalable biocomputing systems. If you're curious about the convergence of neuroscience and AI, the energy crisis facing generative AI, or simply want to glimpse the next frontier in computing technology, this conversation will challenge everything you thought you knew about artificial intelligence. Topics Covered: Biological computing • Wetware bioprocessors • Energy efficiency in AI • Programming living neurons • AGI development • Hybrid computing systems • Ethics in neurotechnology • The future of generative AI

Is AI a job killer or a career catalyst? In this eye-opening episode, we dive deep into the seismic shifts happening in the tech employment landscape as artificial intelligence reshapes how we work, compete, and grow. Our Guest: Tegan Bartos, executive recruiter and founder of https://www.joltyourcareer.today, brings her expert insights on the evolving job market, emerging roles, and what it really takes to thrive in an AI-augmented world. What You'll Learn: 🔹 New Opportunities Amid Disruption – How AI is creating roles we never imagined while transforming existing ones 🔹 The Reskilling Imperative – Why continuous learning isn't optional anymore and how to stay ahead of the curve 🔹 Generational Dynamics – How different generations are adopting (or resisting) AI and what that means for workplace culture 🔹 Beyond the Layoff Headlines – The real story behind AI-attributed job cuts and what organizations are getting wrong 🔹 Career Ownership in the AI Era – How to articulate your value beyond technical skills and position yourself as irreplaceable 🔹 Innovation Through Collaboration – Why hackathons, cross-functional teams, and diverse leadership matter more than ever

This episode tackles the ultimate leadership challenge: achieving next-level performance across profit, people, AND purpose without trading one off against the others. How do you turn AI vision into daily execution? What's the minimum viable AI roadmap that delivers value in 90 days? And how do you coach teams through transformation while maintaining speed and accountability? Guest:  Greg Mester, co-author of "The Change, Vol. 20" and upcoming author of "Get to the Next Level" (2025/26). As an experienced Agile Coach and Program Manager, Greg helps companies break through blockers and accelerate performance using proven PMP, Scrum, and Agile frameworks across IT, manufacturing, quality, supply chain, and finance. Key Takeaways:  • The minimum viable AI roadmap that produces value in 90 days  • Leadership behaviors that compound profit, people, and purpose  • Proven frameworks for stakeholder alignment and team coaching  • Weekly leading indicators that actually predict AI success  • Governance guardrails that enable speed without compromising safety  • Growth metrics that drive action and resist gaming  • SMB-specific strategies for rapid AI adoption and margin improvement Perfect for:  Executive leaders driving AI transformation, mid-market and SMB owners, product leaders, marketers, operations professionals, and anyone ready to move from AI hype to measurable results. Season 2 delivers battle-tested strategies from leaders getting real results. Subscribe for practical, implementation-focused frameworks you can apply immediately.

Join hosts Mac and Sam for an exciting season finale as they explore the cutting-edge intersection of AI and robotics with Daniel Ritchie, veteran technologist and founding member of Brain Wave Collective. 🤖 What You'll Discover: How AI is revolutionizing robotics across industries—from disaster zones to space explorationReal-world insights from AI hackathons with Hugging Face, NVIDIA, and MetaThe role of reinforcement learning and computer vision in modern robotic controlStrategies for ensuring ethical, safe, and interpretable autonomous systemsFuture trends that will reshape the AI-robotics landscape over the next 5 yearsPractical advice for AI enthusiasts entering the robotics spaceAbout Our Guest: Daniel Ritchie brings 15+ years of experience in DevOps, software integration, and system design, with hands-on expertise in networked robotics and agentic video frameworks. His unique perspective spans enterprise environments and rapid prototyping, making him the perfect guide for understanding how to evaluate technical feasibility and iterate toward breakthrough innovations. Connect with Daniel:  LinkedIn: https://www.linkedin.com/in/danielritchie123/ BrainWave Collective: https://brainwavecollective.ai/ This marks the conclusion of Inside Asemble AI's first season—thank you for joining our journey through AI's transformative impact across industries. Stay tuned for Season 2! #AI #Robotics #ArtificialIntelligence #Innovation #TechPodcast #MachineLearning #Automation

In this episode of Inside Assemble AI, hosts Mac and Sam sit down with Claude Jones to explore how artificial intelligence is being democratized through community-driven education and strategic implementation. This episode addresses the critical question of how to turn AI access into opportunity and create meaningful change through inclusive AI education. Claude, a veteran tech leader with over 20 years of experience at companies like Yahoo, Walmart, Strava, and Centr, is the founder of San Diego Tech Hub and Do It With AI—a platform offering free AI training, certification, and consulting to help people and businesses learn faster, build smarter, and create real-world results. What makes Claude's perspective unique is his passion for turning access into opportunity and using technology to drive meaningful change through community-building. Key insights from Claude Jones include: • The mission and vision behind democratizing AI education • How AI has shifted strategic priorities across different organizations • The role of community in successful AI transformation • Surprising patterns about who adopts AI fastest • Frameworks for deciding where to integrate AI in business operations • Building AI fluency in executive teams without technical backgrounds • Overcoming internal resistance to AI adoption • Emerging trends in AI education and community building 🎙️ Runtime: ~1 hour

In this episode of Inside Assemble AI, hosts Mac and Sam sit down with Jen Hanson to explore how artificial intelligence is fundamentally reshaping product management. This episode addresses the critical question of how AI is transforming what it means to be a product professional and what success looks like when building AI-enabled products. Jen, a seasoned product leader with over 15 years of experience building and launching products at early-stage startups, currently works as a fractional product consultant helping founders define MVPs and align teams. She's also co-organizer of AI & Product Colorado, a community exploring how AI is reshaping product management. What makes Jen's perspective unique is her hands-on experience with both traditional product development and emerging AI-first product strategies. Key insights from Jen Hanson include: • How AI is reshaping traditional PM responsibilities • Practical AI workflows for day-to-day product management • Unique challenges in AI-enabled product development • Methods for evaluating when AI is the right solution • Balancing innovation with user trust and transparency • Gathering feedback and iterating on AI features • Driving AI adoption among non-technical users • Essential skills and mindsets for the future of product management 🎙️ Runtime: ~1 hour

In this episode of Inside Assemble AI, hosts Mac and Sam sit down with David Catalano to explore how artificial intelligence is transforming business strategy and innovation. This episode, titled "Agentic Leadership in AI," addresses the critical question of how non-technical executives can successfully lead AI initiatives that drive real business impact. David, a former opera singer turned McKinsey consultant, is currently finishing his MBA at the University of Oxford, where he also tutored and presented at the university's AI summit on autonomous AI agents and his concept of agentic leadership. He coined the term "agentic leadership" in a recent LinkedIn article. Key insights from David Catalano include: • Identifying Strategic Pressure Points • Defining Well-Scoped AI Use Cases • Building Governance Frameworks • Metrics and Feedback Loops for Optimization • Quantifying ROI • Upskilling and Mindset Shifts • Avoiding Pitfalls and Addressing Concerns 🎙️ Runtime: ~1 hour (estimated)

In this episode of Inside Asemble AI, hosts Sam and Mac sit down with Aaron Blythe, a Google Cloud AI/ML expert and seasoned cloud architect, to explore how generative AI is moving from boardroom hype to real-world, enterprise-scale implementation. Aaron shares how companies are bridging strategy and execution by weaving AI into cloud-native architectures, and dives deep into tools like ChatGPT, Gemini, and Claude for coding tasks and enterprise transformation. We discuss practical challenges like trust, scalability, governance, and best practices for deploying AI agents across cloud systems. Whether you’re an executive shaping strategy or a technical leader executing it, this episode will help you understand how AI becomes reality—from pilot to production. Guest: Aaron Blythe, Google Cloud Architect, community builder, and certified Generative AI Leader, Founder of nextfive.io Topics: GenAI use cases, cloud-native agent design, LLM evaluation, AI infrastructure, enterprise trends 🎙️ Runtime: ~1 hour

In this episode of Inside Asemble AI, hosts Mac and Sam sit down with a special guest Sean Mclaughlin an experienced VR educator turned certified AI training coach—to explore how artificial intelligence is reshaping the classroom. From advocating for tools like MagicSchool AI to developing AI-ready pedagogies, our guest shares practical insights for educators, administrators, and parents navigating this digital transformation. We unpack how AI can foster collaborative learning, promote equity for diverse and SEND learners, and preserve student ownership in an AI-assisted world. The conversation also touches on teacher development, privacy concerns, and the future of lifelong digital learning. Whether you’re just starting or already experimenting with AI in education, this episode offers actionable strategies to keep your innovation efforts both impactful and inclusive.

In this episode of Inside Asemble AI, we explore how artificial intelligence is revolutionizing the role of program managers—from project planners and risk managers to strategic decision-makers. Hosts Mac and Sam sit down with Shea Furey King, a seasoned program manager and technologist, to unpack what it really means to manage complex programs in the age of AI. We dive into: What AI-powered program management looks like in practiceReal-world tools that automate scheduling, resource conflicts, and stakeholder communicationHow AI is shifting the role from reactive to proactiveChallenges around ethics, transparency, and human-AI collaborationThe biggest myths—and biggest opportunities—surrounding AI in this spaceWhether you’re a tech leader, project professional, or just curious about the evolving role of AI in business operations, this episode offers both strategic insight and practical takeaways. You’ll walk away with a better understanding of how to augment—not replace—human intelligence in program management.

Join Mac and Sam for the inaugural episode of Inside Asemble AI, where they cut through the hype to explore using AI as a strategic business advantage. Phil Nugent, founder and editor‑in‑chief of Colorado AI News, veteran marketer, and amateur futurist, shares his journey integrating AI into branding, content planning, and client workflows. You’ll discover practical tips for small firms to begin harnessing AI, preserve brand voice, and enhance human creativity with concrete examples. Phil also reveals the emerging skills marketers need and offers advice on which AI tools to embrace or avoid. In the end, he outlines key governance frameworks and guardrails for responsible, ethical AI adoption.  Connect with Phil on LinkedIn and explore Colorado AI News at coloradoainews.com for more AI insights.