06x10: Using AI in Modern Applications with Matthew Wallace

As we consider the impact of AI on modern applications, we should consider the ways that this technology will improve these products. This episode of Utilizing Tech brings Matthew Wallace, CTO of Kamiwaza AI, to discuss the adoption of AI in application development with Allyson Klein and Stephen Foskett. Large SaaS providers were the first to add AI-powered features but this technology is rapidly coming to market across the spectrum of applications. Matthew likens this to the evolution from spreadsheets to SaaS tools and cloud, which was a similar revolution. He mentions tools like ?, Cursor, Llama2, Mixtral, and more. We also discuss retrieval-automated generation (RAG), which enables LLMs to bring in external data at run time. We must also consider the source of the data, both in training and RAG, and questions of sovereignty, privacy, copyright, and safety. Looking forward, Matthew expects companies to customize their own models based on use case specific data. Looking forward, we expect new frameworks and models to be adopted rapidly to bring maturity and reliability to AI in enterprise applications throughout 2024.

Hosts:
Stephen Foskett, Organizer of Tech Field Day: ⁠⁠https://www.linkedin.com/in/sfoskett/⁠⁠
Allyson Klein: ⁠⁠https://www.linkedin.com/in/allysonklein/

Guest:
Matthew Wallace, CTO and Cofounder of KamiwazaAI: https://www.linkedin.com/in/matthewwallaceco/

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