AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
2min snip
NeurIPS 2023 Recap — Top Startups
Latent Space: The AI Engineer Podcast
The Role of Synthetic Data in Reducing Human Workload
Synthetic data is about reducing the human effort needed to create a useful dataset, rather than automating everything. It involves curating a dataset that a model generates, selecting preferred examples, and editing a few of them. This approach is particularly beneficial for studying millions of small properties or developing unit tests for language models, as it's impractical for humans to create them from scratch. The use of weak labeling in synthetic data generation has been a topic of discussion, with some experts believing it might have been too early to adopt and still holding faith in its potential within deep learning.
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