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.
Podcast Information:
Stephen Foskett, Organizer of the Tech Field Day Event Series, part of The Futurum Group. Find Stephen’s writing at GestaltIT.com, on Twitter at @SFoskett, or on Mastodon at @[email protected].
Allyson Klein, Global Marketing and Communications Leader and Founder of The Tech Arena. You can connect with @TechAllyson on Twitter or LinkedIn. Find out more information on The Tech Arena website.
Matthew Wallace is the Cofounder and CTO at KamiwazaAI. You can connect with Matthew on LinkedIn and learn more about KamiwazaAI and their AI efforts on their website.
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