Show HN: BBC “In Our Time”, categorised by Dewey Decimal, heavy lifting by GPT
Technology#AI, LLM, Data Processing, Automation👥 Community|Analyzed: Jan 3, 2026 06:20•
Published: Mar 8, 2023 19:28
•1 min read
•Hacker NewsAnalysis
The article describes a project that uses GPT-3 to categorize episodes of the BBC podcast "In Our Time" using the Dewey Decimal System. The author highlights the efficiency of using LLMs for data extraction and classification, replacing manual work with automated processes. The author emphasizes the potential of LLMs for programmatic tasks and deterministic outputs, particularly at a temperature of 0. The project showcases a practical application of LLMs beyond generative tasks.
Key Takeaways
- •LLMs can be effectively used for data extraction and classification tasks.
- •LLMs can automate tasks that would otherwise require significant manual effort.
- •Deterministic LLM usage (temperature=0) is valuable for programmatic applications.
- •The project highlights the potential of LLMs beyond generative tasks.
Reference / Citation
View Original"My takeaway is that I'll be using LLMs as function call way more in the future. This isn't "generative" AI, more "programmatic" AI perhaps?"