DataFramed

Best of 2024: Data & AI Trends in 2024, with Tom Tunguz, General Partner at Theory Ventures

39 snips
Dec 30, 2024
Tom Tunguz, General Partner at Theory Ventures and co-author of "Winning with Data," shares insights on the fast-evolving landscape of data and AI. He discusses the rise of generative AI and its impact on workforce training and data governance. The importance of data quality and contracts in modern data management comes into focus. Tunguz also delves into decentralized data management through data mesh and hybrid cloud models, while highlighting the skills needed for data professionals in an AI-driven world.
Ask episode
AI Snips
Chapters
Books
Transcript
Episode notes
INSIGHT

Generative AI Evolution

  • Generative AI is rapidly evolving, similar to cryptocurrency's early days.
  • The focus has shifted from co-pilots that complete sentences to agents that automate tasks.
ANECDOTE

Klarna and the Training Gap

  • Klarna cut two-thirds of their customer support staff by using LLMs.
  • This raises concerns about training gaps for younger generations who learn from AI rather than experts.
INSIGHT

Combining AI Methods

  • Generative AI models are non-deterministic, meaning slight input changes can yield different outputs.
  • Combining generative and classical machine learning methods can constrain errors and improve reliability.
Get the Snipd Podcast app to discover more snips from this episode
Get the app