ClarisTalk
Hosts Cris Ippolite and Matt Navarre dive into a discussion about the fundamental differences between databases and large language models (LLMs).
Podcast custom GPT: https://chatgpt.com/g/g-iAiq4Ryjv-cl-...
Cris and Matt discuss how developers should be responsible for supplying truth and context to AI models through "retrieval augmented generation" (RAG) rather than relying on the model's inherent knowledge. An example is given of assessing ChatGPT's latent knowledge of FileMaker, which scored around 64% accuracy, highlighting the need for the Claris community to contribute to a shared knowledge base to improve the model's understanding.
The episode also covers recent announcements in the AI space, including Google's Gemini LLMs with expanded token windows, OpenAI's GPT-4 with multimodal capabilities and enhanced conversational features, and Microsoft's Copilot integrations. The hosts speculate about Apple's upcoming AI play, predicting improvements to Siri, on-device AI capabilities, and Copilot-like assistants in their development platforms.
Cris shares a book recommendation, "Brave New Worlds: How AI Will Revolutionize Education" by Sal Khan, and discusses the potential for AI to serve as a personalized learning companion. The hosts also touch on upcoming FileMaker conferences in Europe and Asia-Pacific.
SHOW NOTES:
Predicting Apple’s AI Play: / predicting-apples-a-i-play
LLMs are not Databases: / crisippolite_ai-activity-71853076145393295...
LINKS:
Claris Community Live: Learn about AI prompting basics
Thursday, May 30, 2024 8:00 a.m. – 9:00 a.m. PT
https://content.claris.com/e/526331/f...
VOTE FOR CRIS: Choose “A.I Deployed: Real World Examples” in this form:
https://forms.office.com/pages/respon...
Join the conversation on the Claris AI Learning Initiative on FRIDAY MAY 31st @ 8am PDT:
https://us06web.zoom.us/j/86817890657...
Apple #WWDC24: June 10th @ 10am PT: / @appledeveloper
Brave New Worlds by Salman Kahn: https://www.amazon.com/Brave-New-Word...
TIMESTAMPS:
00:00 Introduction and overview of the episode
01:58 The fundamental differences between databases and large language models
15:46 The process of learning and synthesizing knowledge in LLMs and humans
26:30 Recent AI announcements from Google, OpenAI, and Microsoft
26:30 The exponential growth of token windows in LLMs
36:24 Sal Khan's book on AI revolutionizing education
40:34 Showcasing AI's capabilities in the FileMaker desktop app
48:56 Predicting Apple's AI play at WWDC
57:05 Cris Ippolite's upcoming webinar on basic prompting principles
58:13 Upcoming FileMaker conferences in Europe
58:53 Wrap-up and preview of future episodes
Follow Cris:
/ @isolutionsai
/ crisippolite
/ isolutionsai
https://www.isolutionsai.com
Follow Matt:
https://www.navarre.training
/ navarre
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