#200 Zhamak's Corner 19 - An AI/ML Future Without So Much (Needless?) Complexity

<p><a href="https://www.patreon.com/datameshradio" rel="noopener noreferrer" target="_blank">Data Mesh Radio Patreon</a> - get access to interviews well before they are released</p><p>Episode list and links to all available episode transcripts (most interviews from #32 on) <a href="https://docs.google.com/spreadsheets/d/1ZmCIinVgIm0xjIVFpL9jMtCiOlBQ7LbvLmtmb0FKcQc/edit?usp=sharing" rel="noopener noreferrer" target="_blank">here</a></p><p>Provided as a free resource by DataStax <a href="https://www.datastax.com/products/datastax-astra?utm_source=DataMeshRadio" rel="noopener noreferrer" target="_blank">AstraDB</a>; George Trujillo's contact info: email (<a href="mailto:george.trujillo@datastax.com" rel="noopener noreferrer" target="_blank">george.trujillo@datastax.com</a>) and <a href="https://www.linkedin.com/in/georgetrujillo/" rel="noopener noreferrer" target="_blank">LinkedIn</a></p><p>For more great content from Zhamak, check out her book on <a href="https://www.oreilly.com/library/view/data-mesh/9781492092384/" rel="noopener noreferrer" target="_blank">data mesh</a>, <a href="https://www.oreilly.com/library/view/software-architecture-the/9781492086888/" rel="noopener noreferrer" target="_blank">a book she collaborated on</a>, <a href="https://www.linkedin.com/in/zhamak-dehghani/" rel="noopener noreferrer" target="_blank">her LinkedIn</a>, and <a href="https://twitter.com/zhamakd" rel="noopener noreferrer" target="_blank">her Twitter</a>.</p><p>This episode is part of the greater AI/ML conversation I had with Zhamak. To start, Zhamak recognizes we aren't where we want to be in terms of capabilities - ways of working or tooling - to make this a reality just yet. But, if we can make it so data scientists can trust and easily consume from data products - that we create data products that don't care what use case type - regular analytics or AI/ML - can we remove a lot of the complexity they face? Do they need feature stores for data they aren't transforming? If they can get continued access and know the quality, w