20% is rare?
Tessellecta
joined 2 years ago
Nah, one thing Dutch healthcare does not do is regular checkups and interventions. I guess that free GP visits could have helped though...
It's not actually that rare, about 1 in 5 red cats is female. Male turtle shell patterned cars are truely very rare and only occur in chromosomal disorders.
Adding it into the weights would be quite hard, as you would need many examples of text where someone is not sure about something. Humans do not often publish work that have a lot of that in it, so the training data does not have examples of it.
The UV nail polishes generally have some kind of acrylate. Every time you come into contact with uncured acrylates, there is a chance of developing an allergy to it, which means that the use of medical acrylates becomes much more dangerous if not impossible.
I don't think that the forcing of an answer is the source of the problem you're describing. The source actually lies in the problems that the AI is taught to solve and the data it is provided to solve the problem.
In the case of medical image analysis, the problems are always very narrowly defined (e.g. segmenting the liver from an MRI image of scanner xyz made with protecol abc) and the training data is of very high quality. If the model will be used in the clinic, you also need to prove how well it works.
For modern AI chatbots the problem is: add one word to the end of the sentence starting with a system prompt, the data provided is whatever they could get on the internet, and the quality controle is: if it sounds good it is good.
Comparing the two problems it is easy to see why AI chatbots are prone to hallucination.
The actual power of the LLMs on the market is not as glorified google, but as foundational models that are used as pretraining for actual problems people want to solve.
Also think about more local options and forums that have buy and sell theads. E.g. in the Netherlands we have the tweakers forum, which would be an ideal place for this.
As someone born in 2000: No cause that day will not come.
Throw some oatmeal in a bowl with milk (or water) and leave it overnight. Then throw in some fruit and other things to make it tasty. It is actually quite good and very quick.