In today’s conversation Ruben Puentedura acknowledges the limitations of “AI”, shares his research and experience with Retrieval Augmented Generation (RAG) technologies, and talks about the affordances of home grown LLMs (Large Language Models) combined with external resources. We are joined by Bryan Alexander and Tom Haymes.

Dr. Puentedura is the Founder and President of Hippasus, a consulting practice focusing on transformative applications of information technologies to education.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization https://arxiv.org/pdf/2404.16130

Code a simple RAG from scratch https://huggingface.co/blog/ngxson/make-your-own-rag

More from Ruben Puentedura https://www.linkedin.com/in/rubenpuentedura/ Tom Haymes: https://www.linkedin.com/in/tomhaymes/ Bryan Alexander: https://bryanalexander.org/ Mark Corbett Wilson: https://www.linkedin.com/in/markcorbettwilson/

Talking with machines by Mark Corbett Wilson @mcorbettwilson on social media

In today’s conversation, I’m again joined by Bryan Alexander and Tom Haymes. We started our discussion around Tom’s recent post “The AI Revolution Will Be Small.” Tom wrote “Bigger is not better in computing technology. Small tech is where the actual power has been over the last 50 years. When we democratize computing power (or power in general), we create the seeds for actual change. In doing so, we have harnessed the power of millions of imaginations. That is where the actual power lies. Every technology goes through a phase where people can’t wrap their heads around what the new technology is for, how it works, or how it changes our social and economic paradigms. This is where we are now with Generative AI.” https://www.linkedin.com/pulse/ai-revolution-small-tom-haymes-paqac/

More from Tom Haymes: https://www.linkedin.com/in/tomhaymes/ Bryan Alexander: https://bryanalexander.org/ Mark Corbett Wilson: https://www.linkedin.com/in/markcorbettwilson/

Talking with machines by Mark Corbett Wilson @mcorbettwilson on social media

In this premier of the Talking with machines podcast, I’m joined by Bryan Alexander and Tom Haymes. Inspired by Bryan’s recent post “Some notes on how culture is responding to generative AI”, we discuss this horizon scan where Bryan asks, “How are we responding to AI through stories, art, religion, relationships, media, and symbols?” Link: https://aiandacademia.substack.com/p/some-notes-on-how-culture-is-responding More from Bryan: https://bryanalexander.org/ Tom Haymes: https://www.linkedin.com/in/tomhaymes/ Mark Corbett Wilson: https://www.linkedin.com/in/markcorbettwilson/

Talking with machines by Mark Corbett Wilson @mcorbettwilson on social media