by Girish Limaye
Welcome to GovAI.fm – your guide to AI in government and public service. Join hosts Girish Limaye and Aman Sidhu as they cut through the hype with government leaders, AI practitioners, and policymakers. From smart cities to ethical AI deployment, we explore real implementations driving public sector transformation. New episodes drop regularly. Subscribe on Spotify, Apple Podcasts, and YouTube (@govai.fm-podcast) for the latest.
Language
🇺🇲
Publishing Since
4/23/2026
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April 28, 2026
<p>AI isn't coming to BC — it's already here. I sit down with the Honourable Rick Glumac, BC's first Minister of State for AI and New Technologies, to talk about what that means and where it's headed.</p><p>We get into how BC is supporting AI adoption across sectors — through programs like the Integrated Marketplace, work in healthcare, and Connected Services BC. We talk about digital sovereignty, what it takes to build AI infrastructure on clean energy, and how the current geopolitical moment is creating new opportunities for the province.</p><p>We also tackle the question everyone's asking: what does AI mean for my job? Rick makes a compelling case that human creativity and ingenuity remain at the centre of it all — and that AI is a tool, not a replacement.</p><p>Whether you work in government, enterprise, or tech — this one's worth your time.</p><p><br></p><p>🎙️ Guest: Honourable Rick Glumac</p><p>🎙️ Host: Girish Limaye</p><p><br></p>
April 24, 2026
<p>Traditional software development is linear, slow, and heavily reliant on manual coding. What happens when AI agents take the wheel?</p><p>Host Girish Limaye sits down with Andre Kaminski to unpack the realities of AI-Native Software Development. Moving past the hype of simple coding assistants like GitHub Copilot, Andre breaks down the exact framework required to build and manage truly AI-native organizations.</p><p>From managing token budgets and multi-agent orchestration to surviving the developer "identity crisis," this episode is a tactical roadmap for tech leaders and engineers navigating the next massive shift in tech.</p><p>What you'll learn:<br />-The 4 foundational shifts: from imperative coding to prompt-driven orchestration<br />-How to mitigate LLM hallucinations using hierarchical prompt architecture and test-driven navigation<br />-The 6-phase AI-Native SDLC every tech leader needs to implement<br />-The "U-Shaped" developer: How to future-proof your engineering career<br />-How to build AI governance with a 4-tier risk-based automation model<br />-Why "token budgets" will replace infrastructure costs</p><p>🎙️ Guest: Andre Kaminski<br />🎙️ Host: Girish Limaye</p>
April 23, 2026
<p>Most AI deployments have a blind spot. This episode is about finding yours.</p><p>Host Girish Limaye sits down with Dr. Vered Shwartz, UBC Assistant Professor and Canada CIFAR AI Chair, for a frank, research-grounded conversation about the gap between AI hype and reality.</p><p>From cultural blind spots (CulturalBench) to hallucinations and high-stakes AI in healthcare and regulatory contexts, this is what every leader needs to hear before their next AI deployment.</p><p>What you'll learn:<br />- Where AI bias actually comes from<br />- Why models fail on cultural knowledge<br />- The honest state of hallucination research<br />- How to evaluate AI before deploying it in your organization<br />- What AI leaders need to know in 2026</p><p>🎙️ Guest: Dr. Vered Shwartz, UBC / Canada CIFAR AI Chair<br />🎙️ Host: Girish Limaye, GovAI.fm</p>
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Welcome to GovAI.fm – your guide to AI in government and public service.
Join hosts Girish Limaye and Aman Sidhu as they cut through the hype with government leaders, AI practitioners, and policymakers. From smart cities to ethical AI deployment, we explore real implementations driving public sector transformation.
New episodes drop regularly. Subscribe on Spotify, Apple Podcasts, and YouTube (@govai.fm-podcast) for the latest.
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