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Data Driven

Data Driven

By: Data Driven
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Data Driven: the podcast where we explore the emerging field of Data Science. We bring the best minds in Data, Software Engineering, Machine Learning, and Artificial Intelligence right to you every Tuesday. The field of data science mashes up the worlds of statistics, database architecture and software engineering. Data Scientist has been labelled by the Harvard Business Review, as "the sexiest job of the 21st century." A quick search of job search sites reveal that this field is in high demand. In a world where Data is the new Oil, Data Science the new Refineries, consider this Car Talk for the Data Age. Every week we bring the best minds in this emerging field straight to you. Our goal is to educate and inspire our listeners so that they can be prepared to thrive in a Data Driven world.Copyright 2025 Data Driven Biological Sciences Mathematics Science
Episodes
  • The Real Risks of LLMs - Guardrails, Judgment, and the Human Element in Cybersecurity
    Nov 26 2025

    In this episode of Data Driven, hosts Frank La Vigne, Candace Gillhoolley, and BAILeY sit down with Mike Armistead, CEO of Pulse Security AI—a cybersecurity veteran who's been fortifying digital defenses since before AI made headlines and hackers had professional profiles. Together, they dig into the dual-edged sword that is artificial intelligence in cybersecurity, exploring how AI serves as both a powerful tool against cyber threats and a potential weapon in the wrong hands.

    Mike Armistead shares stories from the front lines, including his experience during the "code red" era at Google when ChatGPT shook up the tech world, and offers real-world advice on why LLMs (large language models) aren’t the magic fix for every problem—and why they desperately need guardrails. You’ll hear why your next big data breach could be hiding in a cleverly crafted AI prompt, why humans still matter when it comes to judgment calls, and why good old-fashioned security hygiene is as critical as ever.

    Whether you’re a developer, data scientist, or just password-paranoid, this episode will make you rethink how you approach security in the age of AI. Tune in for expert insights, hard-earned lessons, and a few laughs as the Data Driven crew uncovers where technology, risk, and "common sense" collide.

    Time Stamps

    00:00 AI-Assisted Cybersecurity for SOCs

    04:26 "AI Rush and LLM Insights"

    09:12 AI-Powered Cybersecurity Strategy Insights

    10:01 "Cybersecurity, ChatGPT, and Impressions"

    13:17 AI Tools: Power and Risks

    18:06 "Teaching Critical Thinking in AI Era"

    20:59 "Guardrails and Next-Gen AI Systems"

    24:22 Human Judgment vs AI Limitations

    27:37 "Pressure Testing for Accuracy"

    30:09 Future Tech Advancements and Challenges

    34:58 "Risk Awareness Beyond Compliance"

    37:38 "Cybersecurity Risks and AI Defense"

    41:54 Cybersecurity Risks and Preparedness

    43:04 "Situational Security in Practice"

    46:05 "Cybersecurity's Evolving Threat Landscape"

    51:52 "Builders vs. Destroyers Mindset"

    55:05 Modern Password Practices

    56:39 "Pulse Security AI & Community"

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    58 mins
  • Going From Spreadsheets to Smart Agents - Modernizing Supply Chain Intelligence
    Nov 19 2025

    In this episode, Frank La Vigne sits down with Itay Haber, CEO of Data Noetic, to unpack how AI is revolutionizing supply chain management. Forget spreadsheets and dashboards—Data Noetic is building an autonomous digital brain that proactively tackles delivery bottlenecks and bridges the gap between scattered data and process improvement.

    You’ll hear real-world tales of missed bathroom tile deliveries, multi-million dollar construction delays, and the true impact of getting ahead of supply chain hiccups before they snowball. The trio explores how agentic AI isn’t just hype: it’s driving tangible results, saving time, boosting KPIs, and reimagining how companies of all sizes make decisions. From pharmaceuticals to consumer packaged goods, discover why trust, transparency, and agility are the new gold standards in supply chain operations—and how data-driven agents just might become indispensable.

    Tune in for a masterclass that balances digital wisdom with a dash of dry wit, and learn how emerging tech is helping organizations deliver on time, in full, and with a whole lot less existential angst.


    Time stamps

    00:00 "Autonomous Supply Chain Optimization"

    06:01 "Optimizing On-Time Delivery Failures"

    07:27 Proactive Warehouse Order Management

    13:06 "Aligning Perception with Reality"

    15:08 "Streamlining Order Fulfillment Process"

    18:18 "AI Revolutionizing Problem Coordination"

    22:18 "Data Validation and AI Insights"

    25:04 Predictive KPI Monitoring with Gen AI

    27:09 Clarifying Questions for Assistance

    31:37 "Tailored Software Delivery Models"

    34:35 "AI's Role in Complex Industries"

    37:00 "AI Focus and Value Debate"

    42:37 "AI Bubble and Valuations"

    46:43 AI's Transformative Impact on Jobs

    48:17 AI Enhances Jobs, Not Replaces

    51:44 "AI: Boom, Bust, Transformation"

    57:38 "AI, Data, and Change"

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    58 mins
  • Inside Nvidia GTC DC: AI, Quantum Computing, Robotics, and the Future of Supercomputers
    Oct 30 2025

    Welcome to another exciting episode of Data Driven! On this week’s show, hosts Frank La Vigne and Candace Gillhoolley take you inside the NVIDIA GTC conference in Washington, DC—an event that’s rapidly evolved from a hardware showcase into a crossroads for AI, robotics, and quantum computing innovation. Frank shares his firsthand experience navigating the expo floor, offering a glimpse into the latest cutting-edge tech, from GPU supercomputers to quantum networking breakthroughs and swarms of robots. Candace and Frank discuss the growing intersections between fields like quantum biology and AI, and share stories about the curious mix of attendees—from government officials and policymakers to technologists, students, and even a few cosplay “Jensen Huangs.”

    Whether you’re a data enthusiast, a future-focused technologist, or simply quantum curious, this episode dives into the national security implications of AI, the importance of lifelong learning in tech, and how the rise of quantum and robotics will disrupt careers and industries alike. Tune in for insider anecdotes, expert encounters, and a dose of practical wisdom about adapting in the world of emerging technologies—the future is here, and it’s happening faster than ever.

    Links


    • Frank gets a shout out from Pluralsight -https://www.pluralsight.com/resources/blog/upskilling/frank-lavigne-customer-story
    • Jensen Huang's DTC DC Keynote -https://www.youtube.com/watch?v=lQHK61IDFH4
    • Mariya & Python Simplified -https://www.youtube.com/@pythonsimplified


    Time Stamps

    00:00 "Nvidia GTC Highlights and Expo"

    03:36 "Quantum, AI, and Innovation Highlights"

    07:18 Tech and Government Amid Furlough

    10:24 "Tech Components in Booz Allen Vehicle"

    14:37 Meeting Maria Shah

    19:11 Career Shifts and Evolutions

    23:06 From Books to Tech Publishing

    24:44 Quantum Insights with Researcher

    29:01 "Nvidia: Emerging Defense Contractor"

    32:25 Tech Innovations: AI, Quantum, Robotics

    36:44 "Live Streaming Quantum & Tech"

    37:40 "High-Speed Quantum Interconnects"

    41:01 Technical Translation for Accessibility

    44:19 "High School, Future, Nvidia Innovation"

    49:28 "Guest's Learning Experience"

    50:45 "Quantum Business Strategy"

    53:36 British AI Outro Stream


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    54 mins
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