AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
1min snip
Ep 28: LangChain CEO Harrison Chase on the Current State of Eval and Agents and The LLM Apps that Will Define 2024
Unsupervised Learning
Maximizing Automated Metrics Evaluation
Transitioning towards automated metrics evaluation is the goal for many teams to enhance efficiency. Teams are exploring human-in-the-loop models to facilitate the evaluation process effectively. The choice of aggregating metrics depends on the specific needs, sometimes requiring perfect scores while in other cases, a comparative improvement is sufficient. The frequency of evaluation varies as it is resource-intensive and prone to errors, often conducted before releases. Efforts are being made to reduce the manual component to enable more frequent evaluations similar to running software unit tests in Continuous Integration (CI).
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