Understanding what's possible, doable & scalable

Practical AI: Machine Learning, Data Science, LLM

We are constantly hearing about disillusionment as it relates to AI. Some of that is probably valid, but Mike Lewis, an AI architect from Cincinnati, has proven that he can consistently get LLM and GenAI apps to the point of real enterprise value (even with the Big Cos of the world). In this episode, Mike joins us to share some stories from the AI trenches & highlight what it takes (practically) to show what is possible, doable & scalable with AI.

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Sponsors:

• Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections. Push-button deployments that scale to thousands of instances. Check out the speedrun to get started in minutes.
• WorkOS – A platform that gives developers a set of building blocks for quickly adding enterprise-ready features to their application. Add Single Sign-On (Okta, Azure, Google, Microsoft OAuth), sync users from any SCIM directory, HRIS integration, audit trails (SIEM), free magic link sign-in. WorkOS is designed for developers and offers a single, elegant interface that abstracts dozens of enterprise integrations. Learn more and get started at WorkOS.com
• Eight Sleep – Take your sleep and recovery to the next level. Go to eightsleep.com/PRACTICALAI and use the code PRACTICALAI to get $350 off your very own Pod 4 Ultra. You can try it for free for 30 days - but we’re confident you will not want to return it. Once you experience AI-optimized sleep, you’ll wonder how you ever slept without it. Currently shipping to: United States, Canada, United Kingdom, Europe, and Australia.

Featuring:

• Mike Lewis – LinkedIn
• Daniel Whitenack – Twitter, GitHub, Website

Show Notes:

• Synthoni

Something missing or broken? PRs welcome!

Chapters

1. Welcome to Practical AI (00:00:00)

2. Sponsor: Fly (00:00:35)

https://fly.io/

3. State of AI tools (00:03:49)

4. Mike's background (00:08:52)

5. Finding value (00:13:22)

6. Sponsor: WorkOS (00:17:38)

https://workos.com

7. Improving efficiency (00:21:11)

8. Human level impact (00:26:21)

9. Solution archetypes (00:30:35)

10. Balancing progress and privacy (00:36:06)

11. Sponsor: Eight Sleep (00:38:48)

https://www.eightsleep.com/practicalai

12. Champions of AI (00:41:34)

13. 5-step process to effective reasoning (00:51:17)

14. Looking to the future (00:57:42)

15. Thanks for joining us! (01:01:07)

16. Outro (01:01:34)