# OpenAI’s Deep Research: Unexpected Game Changer!

## Метаданные

- **Канал:** Two Minute Papers
- **YouTube:** https://www.youtube.com/watch?v=Mhk-otOlo1c
- **Дата:** 06.02.2025
- **Длительность:** 8:15
- **Просмотры:** 58,389
- **Источник:** https://ekstraktznaniy.ru/video/12625

## Описание

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers

📝 Deep research:
https://openai.com/index/introducing-deep-research/

Lambda DeepSeek instructions: https://docs.lambdalabs.com/education/large-language-models/deepseek-r1-ollama/

- Open Deep Research: https://opendeepresearch.vercel.app/
- Revisiting the McKinley Tariff of 1890 through the Lens of Modern Trade Theory
https://kevinbryanecon.com/o3McKinley.pdf
- Deep Research by  Tyler Cowen February 4, 2025
https://marginalrevolution.com/marginalrevolution/2025/02/deep-research.html

Complex tax situation: https://x.com/PatriceBTC/status/1886529037474127951
Daily briefing: https://x.com/mckaywrigley/status/1886521397767467302
Paper: https://x.com/Afinetheorem/status/1886206439582015870/photo/1

📝 My paper on simulations that look almost like reality is available for free here:
https://rdcu.be/cWPfD 

Or this is the orig. Nature Physics link with clickable citations:
https://www.nature.com/articles

## Транскрипт

### Segment 1 (00:00 - 05:00) []

this is deep research from open AI an AI technique that is a little research analyst on your chosen topic what is that good for well for instance if you wish to buy a new smart TV a new car or know more about a potential company before you invest in it these are all decisions that require very careful consideration these days and in tens of minutes it does the research that for us would take many hours so they say so we will find out whether that is true as usual I waited a little for the dust to settle and to see how you fellow scholar are already using it to provide you better information okay so how does it differ from just entering a prompt and getting an answer with a list because honestly that's what this sounds like and it is something that we have been doing for years now H you see the difference is that it looks up hundreds and hundreds of sources online creates a full report out of it and most importantly it is not always a dry list of things it often gives you an opinionated Report with real conclusions it doesn't just fetch data it reasons and it synthesizes too that sounds fantastic if it works I am a little skeptical for now but let's see if I get convinced by this idea by the end of this video now example we can ask how the retail industry has changed in the last few years ears here it comes I find it interesting that their system encourages narrowing down the topics and in their example video they show the user doing the exact opposite and asking you know just give me everything about retail and then it starts relentlessly looking up sources and synthesizing I wonder what the result will be well we are not going to know because they did not show it another interesting tidbit from their example video that I don't quite understand now their website shows a few examples I like the one about user experience design where you ask for evidence about something and normally you get an answer that starts with Research indicates oo boy that's not very helpful is it but with deep research you get a bunch of hard information from studies and I looked up quite a few of them good news the studies actually exist that is important because these systems are known to hallucinate information in their answers and refer to studies that don't even exist now as good fellow Scholars we still check them anyway of course I was not a fan of the rest of the examples on the website but no matter because we waited a little deep research has been out there so we can look up how you fellow scholar are using it already for incredible things three examples and then a huge surprise dear fellow scholar this is to many papers with Dr car one a complex tax situation a fellow scholar has to exit the US and has a difficult situation with exit taxes he sat with two trained accountants which he had to pay for and didn't get a satisfactory result and then deep research really delivered here he got an exhaustive report that is fully personalized and tailored to his situation I say this is a really good one two now let's look at a really well present Ed example from my friend Alex who wants to know how these new thinking AIS will impact graphics card sales in the near future hm asking an AI about itself loving it once again asks you to narrow it down which he does then the AI does a ton of work and after looking at the result I say that the research is excellent so far so good however conclusion quoting the next 24 months will not only determine who leads the AI model race but also who leads in providing the Silicon brains that make these models possible H to me this sounds a bit like those Talking Heads on television who speak for a long time but don't really commit to a solid conclusion three this fellow scholar is using it to create Daily Briefing of news but once again heavily tailored to you can specify where you live what your interests are what kind of biases or media you would like to avoid and so much more I recommend pausing the video and looking at the instructions because this is real good why you see I always talk about using AI as a shield against people who wish to misdirect you fellow Scholars and now you can get this to cross check information across multiple media sources eliminate bias and get high quality information every day I absolutely love how this Shield seems to be coming to fruition more and

### Segment 2 (05:00 - 08:00) [5:00]

more every single day not every year not even every week every day something new and exciting appears especially now that folks are already creating open-source alternatives only 12 hours after the release of deep research yes that is what I want open source and open science that means the whole world can work together and create shields for everyone for free what a Time to be alive now hold on to your papers fellow Scholars because what you have seen here which is organizing information is just step number one step number two is creating new information that is in a sense what we research scientists do when we write peer- reviewed papers I am fairly sure that this is coming very soon perhaps in less than a year or so I thought when looking at these results but wait a minute it can already write a paper of some sort that is okay there is something but can it create something truly new have a look at this it makes new propositions and also goes ahead to make a proper formal argument for it ooh findings of this sort might be an indication that AI is transitioning from analysis to genuine Innovation that is a huge and unexpected Game Changer wow now note that the user is a true fellow scholar an associate professor who says that this result is still not that novel but I can only wonder how long until truly novel things come out not long so if you take one thing away from this video it should be this year might be the year when we start seeing AI techniques create new knowledge discover new kinds of medicine to cure terrible diseases and push Humanity forward this is incredible so yes I came in a little skeptical and now I am completely stunned by how much of a game changer this is and I don't feel that this video would be complete unless I also said a word about the naming of this feature you see deep research is a technique that was shied by Google deep mind about 2 months ago and now open AI releases something with the same name H interesting now just pushing out a video on something new and shiny super quick gives you a ton of views but waiting it out for a little deeper analysis with more examples provides a wider perspective for you fellow Scholars so that is what we do here hope you will appreciate it if you do please press that like button subscribe and hit the Bell icon if you wish to see more like this and make sure to check out Lambda would you like to run your own copy of deep seek in the cloud cheaply without using the official app yeah yes then try Lambda GPU Cloud they have so many powerful Nvidia gpus with tons of memory I use them regularly too seriously try it out now at lamb labs. com slapers or click the link in the description