This is really cool! I always believed one valuable use case for AI is to take unstructured data and structure it.
I am building ThetaEdge (https://thetaedge.ai) which is in Beta now. We built a similar feature but specific to investing and markets. You get notified when certain market things you care about happen like 'Alert me when nvidia releases a new product' or 'tell me when a 20 delta call for Apple is more than $1'.
The challenge of building something like this is consistency and accuracy which is important in finance.
Awesome to see a clean focused product like YesNotice with a very clear utility.
I agree about the importance of that use case, but how do you confirm that the AI doesn't modify the data in some unwarranted manner during the process?
Great question! Don't use AI to process the data, especially when a computer can do the work :-). AI is good at taking unstructured data and structuring it. Computers are great at computing.
Sure - I guess what I was asking is how to make sure everything is okay in the unstructured -> structured conversion.
"My name is John and I'm 40 years old" -> {name:"John", age:40}
How can you gain confidence that the AI doesn't spit out {name:"John", age:41}
The only thing I do currently is have a massive test suite to gain some statistical confidence it works, but I worry about situations like a person having a rare unicode character in their name (not to even speak of people intentionally trying to trick the system)
Don't have the AI do the data parsing. Have the AI write a parser and have the parser do the parsing. Think about how a person would parse vasts amounts of data. They write a parser to do it. Devil is of course in the details.
I am building ThetaEdge (https://thetaedge.ai) which is in Beta now. We built a similar feature but specific to investing and markets. You get notified when certain market things you care about happen like 'Alert me when nvidia releases a new product' or 'tell me when a 20 delta call for Apple is more than $1'.
The challenge of building something like this is consistency and accuracy which is important in finance.
Awesome to see a clean focused product like YesNotice with a very clear utility.