Deep Research

“The biggest deal to me is that it immediately raises the bar for a number of different types of knowledge work where like a, you know, where I might have hired a median intern or analyst before. I mean, we don't do that here, but like where one could hire a me…”

“Sometimes the model will do smart things and try to get around restrictions you put on it. So you have to make sure that it's not hacking, you know, and trying to use a different search engine other than the search engine that you gave it or something like tha…”

“Yeah, so I think before we focused on taking right actions, which those are examples of taking right actions, we wanted to get really good at synthesizing information from a large number of sources and mostly read-only tasks.”

“Right now, in five or 30 minutes, it can do what human experts rate take many hours.”

“Yeah, I think also the base model, or the model that we started fine tuning from O three is just a very capable model. It's trained on many different data sets, including a lot of coding and reasoning and math tasks.”

“I think we made a decision when training the model that We just are going to go for max thinking time every time.”

“So right now we just have the browsing tool, which is a text based browser, but it can see embedded images and like open PDFs. And then also it has access to a Python tool so it can do analysis and calculations and plot graphs and things like that.”

“We didn't teach it To plan up front, but sometimes we'll see it does end up making a plan up front before starting its research.”

“As to deep research, I think obvious next steps for deep research would also be to have access to private data, like be able to do research over, you know, any internal documentation or GitHub, whatever it is.”

“We initially had built a demo to pitch people on this idea and it was no model training involved. It was fully just prompted models with the UI pitching the vision of what this product could look like.”

“And I think that we will release things soon that people will be happy about and we'll fill that gap.”