Yesterday I literally had to count 14 thousand pounds of fire extinguishers (as in count each extinguisher in a bunch of crates), one of my coworkers came over and said “Why don’t you just use AI to count them.” They then pulled out their phone, took a picture, asked AI to count them, and was off buy almost 60% on the first crate. Then went “oh, well that’s just one example,”
They then tried 4 more times, being between 75% and 50% off each time. They then went “Oh, well, ummm, nevermind.” and wandered off again.
(I had to count the extinguishers to make a Bill of Lading for them for shipping them out, you need an accurate count otherwise it will be held by the shipping company until you provide a correct BoL with the correct count due to legal reasons. I couldn’t just weigh them and divide the total wieght by the weight of a single extinguisher as they were a bunch of different sizes mixed together. NGL it was the easiest money I’ve ever made at the at job.)
Can confirm; I teach statistics and allow take home exams. I don’t even really need guardrails on the math-- if you cheat via LLM, your answer is almost always hilariously wrong.
For simple math that could work, and as long as the question is close enough to an exact match with plenary of published examples to copy.
A good rule of thumb is that the script is will come up with it is about as likely to be correct as blindly taking the highest voted answer to the most similar question on Stack Overflow.
If the question is simple and common, the odds are quite good. If the question is nuanced or rare, the odds is a correct result drop off aggressively.
I know this is a meme, but for the record math is one of the things LLMs are famously worst at
Yesterday I literally had to count 14 thousand pounds of fire extinguishers (as in count each extinguisher in a bunch of crates), one of my coworkers came over and said “Why don’t you just use AI to count them.” They then pulled out their phone, took a picture, asked AI to count them, and was off buy almost 60% on the first crate. Then went “oh, well that’s just one example,”
They then tried 4 more times, being between 75% and 50% off each time. They then went “Oh, well, ummm, nevermind.” and wandered off again.
(I had to count the extinguishers to make a Bill of Lading for them for shipping them out, you need an accurate count otherwise it will be held by the shipping company until you provide a correct BoL with the correct count due to legal reasons. I couldn’t just weigh them and divide the total wieght by the weight of a single extinguisher as they were a bunch of different sizes mixed together. NGL it was the easiest money I’ve ever made at the at job.)
$10 says they still think AI is great at counting things.
Can confirm; I teach statistics and allow take home exams. I don’t even really need guardrails on the math-- if you cheat via LLM, your answer is almost always hilariously wrong.
I’ve not used gpt for quite a while, but can’t you ask to python script the evaluation?
For simple math that could work, and as long as the question is close enough to an exact match with plenary of published examples to copy.
A good rule of thumb is that the script is will come up with it is about as likely to be correct as blindly taking the highest voted answer to the most similar question on Stack Overflow.
If the question is simple and common, the odds are quite good. If the question is nuanced or rare, the odds is a correct result drop off aggressively.