Will AI replace actors, and is RAG already obsolete? In this episode of Call Me Data, David and Peter delve into the rise of Tilly, the AI-generated actress stirring up Hollywood, and Google's powerful new Gemini URL Context Tool.

They debate the future of Retrieval-Augmented Generation (RAG), explore how large context windows change everything, and expose the real cost and trade-offs behind fine-tuning vs RAG-based systems. If you're building with LLMs, this episode is a must-watch.

00:00 Introduction to AI and Tilly
09:23 Exploring Google's Gemini Tool
19:13 Understanding Retrieval-Augmented Generation (RAG)
26:19 The Limitations of RAG
29:14 Understanding Context Windows
34:08 Challenges of Chunking and Similarity Matching
37:35 The Role of Context in Reducing Hallucinations
43:20 RAG vs. Fine-Tuning: Weighing the Options
49:32 The Importance of Strategic Decision-Making

We help you go beyond the hype—offering real-world solutions, tailored strategy, and the insight needed to deploy AI at scale.

Learn More:
Visit our website for insights, services, and case studies:
https://www.allinondata.com
Want to talk AI strategy with us?
Book a free consultation → https://allinondata.com/contact
For All Business Inquiries → [email protected]

About All In on Data:
We’re a full-service Data and AI consulting firm helping companies align strategy with scalable solutions. From roadmap to implementation, we’re your trusted partner for ethical, production-ready AI.

Follow Us for More Content:
David Gleason's LinkedIn: https://linkedin.com/in/david-r-gleason
Peter Memon's LinkedIn: https://linkedin.com/in/petermemon
AIoD LinkedIn: https://www.linkedin.com/company/all-in-on-data
Spotify: http://bit.ly/44BhxGs
Apple Podcast: http://bit.ly/3GHBe6i

#hollywood #movies #artificialintelligence