AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
3min snip
#204 Data & AI Trends in 2024, with Tom Tunguz, General Partner at Theory Ventures
DataFramed
Marriage of Generative AI and Classical Methods
Generative AI mechanisms are chaotic and non-deterministic, leading to potential errors when chaining inputs and outputs. Companies are beginning to combine generative AI with classical machine learning methods to classify outputs and constrain errors. This hybrid approach utilizes generative AI for generating ideas and classical methods for decision-making. The integration of various machine learning models in one system is emerging. The marriage between generative AI and classical methods is aimed at leveraging the strengths of each approach while mitigating error propagation issues. The trend in the industry is shifting towards improving data quality and governance to address the failures of generative AI prototypes due to poor data quality. Data security is a significant concern with generative AI, especially in instances where erroneous policies are generated, emphasizing the need for stringent data security measures.
00:00
Transcript
Episode notes
Get the Snipd
podcast app
Unlock the knowledge in podcasts with the podcast player of the future.
AI-powered
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode
Save any
moment
Hear something you like? Tap your headphones to save it with AI-generated key takeaways
Share
& Export
Send highlights to Twitter, WhatsApp or export them to Notion, Readwise & more
AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode