boxcarr
Joined 12 years ago
Joined 12 years ago
Bottom line, every single post requires approximately 10 different prompts to refine the extraction.
ChatGPT does an incredible job parsing, but then lots of effort goes into normalizing and deduping each field. Long story short, your results look quite good to me!
Remote: yes
Willing to relocate: maybe
Technologies: Go, JavaScript, TypeScript, Python, Postgres, SQLite, SQL, PyTorch, FastAI, LLM, NextJS, React, GCP
Résumé/CV: https://u-turn.dev
Email: [email protected]
Product engineering leader helping build great teams. Twenty-plus years of software development. Over the past decade have helped turn around multiple products and teams in crisis.
Currently focusing on helping organizations apply deep learning and LLMs for information extraction from unstructured sources. A recent project in that vain: https://hnjobs.u-turn.dev
There's a small write-up on how we went about processing HN Who Is Hiring with ChatGPT:
> Interestingly, those who felt the greatest boost in mood also experienced the biggest drop in heart rate variability.
A drop in HRV isn't generally good. So I check the paper, and found this:
> No significant changes were found in heart rate variability or resting heart rate over the course of the study in either of the groups (Figures 4C and 4D)
There was a reduction respiratory rate for those an increase in daily positive affect. Bottom line, unclear if this particular study points to a positive health outcome other than feeling happier.