The AGI Podcast - Practical AI for everyday people who got stuck implementing it. (Episode 56)
Episode Summary:
Tom and Jason dig into data readiness for AI, the complexities of deploying agents in regulated industries versus startups, and why healthcare can't just roll out AI like a candle shop. They share experiences with MindStudio and practical tools like Whisper Flow, discuss cutting through AI FOMO to focus on what actually delivers ROI, and explore what engineering a desirable AI future really means.About My GuestTom Oswell is an AI Product Manager and AI Agent Developer with 15+ years in healthcare IT and EHR interoperability, building B2B and SaaS products. He's a Certified MindStudio Ambassador located in Portland, Maine. Tom builds AI agents that connect healthcare systems, streamline workflows, and help patients, providers, and payers actually communicate with each other.
Guest LinksTom on LinkedIn: https://www.linkedin.com/in/tomaoswell/Meridigm - Unlocking Business Transformation through Technology Strategy and AI Leadership.LinkedIn: https://www.linkedin.com/company/meridigm/
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Key Timestamps:03:45 - From healthcare IT to AI: Tom's 20-year journey through EHR systems and clinical diagnostics07:12 - The Mind Studio discovery: How no-code platforms changed everything for non-engineers11:28 - Jason's epiphany: Your data has to be ready for AI or nothing else matters15:20 - Data architecture reality check: Extract, chunk, enrich, embed, and index explained18:45 - Healthcare's AI problem: Why regulated industries can't deploy like startups24:30 - Database migrations as brain surgery: Patient data normalization lessons28:15 - Attribute-based vs role-based access: The nightmare of securing AI agents33:40 - AlphaGo and AlphaZero: What happens when AI stops learning from humans37:25 - Tool selection philosophy: Focus on ROI, not FOMO42:10 - Whisper Flow for dictation: Stop typing, start talking through ideas46:35 - Claude's refinement factor: When you need the wiser voice in the room51:20 - Hux.ai preview: Building an ambient AI that learns everything about you54:45 - The evaluation challenge: Getting teams to agree on "good enough" for AI agents57:10 - Engineering the future we want: Opportunities in the transformation
Tools We Recommend
MindStudio → Automate your workflowshttps://get.mindstudio.ai/ddpaoeti6db6-8drtRiverside.fm → Turn one recording into a week's worth of contenthttps://riverside.sjv.io/e1xyBr