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Data Driven

Data Driven

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.

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  • 22 episodes
  • weekly
  • Avg 50 min
  • English

Episodes 22

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  • S9 · E15
    January 8 · 1 hr

    Celebrating 400 Episodes – How AI Turbocharges Coding, Podcasting, and Creativity

    Welcome to a milestone episode of Data Driven! In episode 400, hosts BAILeY, Frank La Vigne, and Andy Leonard gather to reflect on nearly a decade at the forefront of podcasting about data, AI, and the world of software engineering. This special edition takes you behind the scenes with stories of tech evolution, personal growth, and the wild journey from their earliest recordings to today’s AI-powered workflows. The team digs into how generative AI has transformed their creative process—making it possible for small teams to produce vast amounts of content, drive innovation, and manage multiple podcasts at a high level. You'll hear about Frank’s latest tool, Podsy—a platform built to help creators manage the ever-growing tsunami of podcast assets using cutting-edge AI—and how tools like Claude, Grok, and Opus are unleashing new possibilities for automation and storytelling. With their signature tangents, candid stories (including car accidents, water heater mishaps, and parenting milestones), and a bit of nostalgia about the early days of podcasting, this episode captures what makes Data Driven both insightful and relatable. If you’re a developer, data professional, or a fellow podcaster looking to stay ahead of the curve, episode 400 is packed with practical lessons, inspiration, and a few good laughs. Dive in as the team celebrates what’s possible in the age of AI—and look ahead to an exciting new chapter for the show! Time stamps 00:00 "DGX Spark: Personal AI Supercomputer" 03:28 "Tech Innovations and Hardware Updates" 07:51 "Daily 5:40am Notification Routine" 11:10 "Podzi: Managing Podcast Assets" 15:35 "Boosting Value with AI Efficiency" 17:05 Claude Enhanced Legacy System 23:32 AI Impact on Creative Roles 25:58 "Consulting Break: Investing Time" 29:33 "Automation Evolution and Tools Demo" 31:35 "Podsy Studio: A Journey" 35:06 "AI-Powered Content Creation Demo" 38:26 "Podcast Organization and Insights" 42:10 "Streamlining Metadata for Insights" 45:47 "Unveiling AI's Hidden Potential" 50:41 "Celebrating 400 Podcast Episodes" 54:41 "Off Track Ambitions" 57:44 "Reality Strikes Back: Tech Trust" 59:36 "Podsy Progress and Workflow"

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  • S9 · E14
    Nov 26, 2025 · 58 min

    The Real Risks of LLMs - Guardrails, Judgment, and the Human Element in Cybersecurity

    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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Showing 21–22 of 22 episodes