Hacker News Reader

Me too. It doesn't have ability to alert only on true positive. I has to also alert on true negative. So dumb

This doesn't seem to hard to solve except for the ever so recurring llm output validation problem. If the true positive is rare you don't know if the earthquake alert system works until there's an earthquake.

... just force the data into a structured format, then use "hard code" on the structure.

"Generate the following JSON formatted object array representing the interruptions in my daily traffic. If no results, emit []. Send this at 8am every morning. {some schema}. Then run jsonreporter.py"

Then just let jsonreporter.py discriminate however it likes. Keep the LLMs doing what they are good at, and keep hard code doing what it's good at.

Reply on news.ycombinator.com