ChatGPT-4 Unlocks Research Genius: The Tricks You Need to See!
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- Опубліковано 6 тра 2024
- In this video, I share with you how I use chat GPT-4 for research and the tricks that I have discovered.
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▼ ▽ TIMESTAMPS
0:00 - introduction
0:23 - resources and papers
3:04 - scaffolding
6:59 - audio
10:59 - advanced text generation
15:32 - wrapping up
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actually, Elsevier even allowed the use of AI in our journal writing. They only demand that we are the one that must be responsible for anything written by the AI, thus making us to thoroughly verify the data given by the AI. That’s it.
And.. how they will judge? how appropriate was our verification? Science was a state of trust, maybe AI will generate more trustful science than humans made historically?🚮
Would you send a hyperlink or sth?
Elsevier already took that decision back. Isn't it?
Link of your info pls!
Wouldn’t this inevitably result in a certain percentage of students choosing to not even check their work and skate by on a free C- degree?
Here's how I use GPT for research so I always have the essence of a paper for quick reference:
1. I export my PDF to a .txt file, then run it through a "RecursiveSummarizer" with my API key. This is available on youtube - use it.
2. I do this once or twice depending on how concise I want the summary to be.
3. I then run the summary through ChatGPT, asking for concise bullet points.
4. I use a custom recursive quoting modification of the recursive summarizer script to pull out what GPT thinks are the most important quotes in a text.
This also helps me read more quickly - I can quickly skim through whole articles with their most important quotes in minutes.
Chatgpt doesn't know the importance of something unless it's reading commentaries, number of citations etc.
@@dukedex5043 that's what you think! It's tested it on a pdf with underlined text. The quotes it picked out corresponded to the underlines more than half of the time!
Just did that for this video.
which makes me think the whole practice of publishing academic journal is pointless because no one, real people at least, don't read our papers!
@@freedd.5942 there's just not enough time. Reading consumes hours of my time, and I still feel as if I'm behind in the literature.
So ChatGPT extracted this key points of your video:
1. The speaker is impressed with what Chat GPT4 can do and thinks it's perfect for research.
2. Chat GPT4 can provide real references and links to papers in various fields, though not all links may work.
3. Chat GPT4 can analyze a large amount of text and create scaffolds for writing abstracts, presentations, and other research.
4. By analyzing conference presentations, Chat GPT4 can extract important information and turn it into useful outcomes.
This all made up. Only GPT-5 will provide real, useful links.
And to think I was about to watch the whole thing
The singularity is near!
Bro can you please tell me the steps of how you achieved this ?
@@elevatewithmettavijnana6170 The end, or singularity, of UA-cam's advertising profit model.
Thank you again, Andy. Your videos allowed me to finish my thesis a year in advance
The ability to summarise is very attractive to my short attention span and the "use as many words as possible to make sure you know its important" style many like to use. I think most people like to learn but often just skip it all together because the process is often un enjoyable eg. reading a whole book for a week just to learn a couple of important things. Your average person is about to become a whole lot more knowledgeable about a whole lot more things.
Hi Andy, Thank you for your videos and online material. MS Word is capable of extracting text from audio files and from dictation
I find it helpful to tell it what I want and ask it to rephrase it as a more effective prompt. Then use the prompt to generate the desired response. I get much better results that way.
I love seeing meaningful youtube content on ChatGPT prompting. I have three tips (and a comparison) to offer you @Andy that will help with the ideas you've expressed in this video:
First, If you want to guardrail hallucinations, add the instruction "If you do not know the answer, do not speculate." Hallucinations are powerful for creative outcomes but dangerous for research outcomes. This instruction can be layered with many other instructions and appears non ambiguous in multiple context. This is not full proof, I'll admit, because the AI does not know the difference between an answer it tells itself and an answer you tell it, or an answer contained in its training data. But this will guardrail hallucination to a noticeable degree.
Second, An extremely simple and concise reverse engineering prompt is:
"Rewrite this as a prompt for an AI language model. Write it as an instruction to the model using the template: 'You are [role]. Your goal is [goal]. To achieve this goal, these are the rules: [rules]'"
Third, There are multiple critical layers (prompts) you can pass the resulting prompt through to ensure that the prompt retains all critical information while simplifying and standardizing the prompt style so that it is clearly understandable by the AI language model. I'll let you iterate through that. It's a fun journey.
Fourth, for comparison, I use "Read and acknowledge the following {text} then await further instructions. text = [text to read]". There are lots of tips around how to improve productivity through the use of punctuation and formatting of the input because of the way that the text is tokenized behind the scenes. It's fascinating stuff.
Best wishes in the future of your channel.
Just started using ChatGPT a few days ago and this Sounds like very solid advice, thank you.
i love how you still correct your typos 😍
I loved your video. Thank you! I am new to ChtGPT and want to play around with it. You gave me a good push!
You can also ask the chat interface of the new Bing (which has gpt 4 ) or Elicit for references from a natural language prompt.
Hi Andy! Really thanks a lot for the tips! I am learning a lot from your videos. Greetings from Brazil! 👏👏👏👏👏
you have helped it change my life.... ps it does decent recipes when given ingredients and a intention too
ANDY, I AM SO EXCITED ABOUT THE IMAGE ANALYSIS!!! I hope it comes super soon!
Thank you for sharing valuable experience . It really helped me in my Phd journey ❤
I got such a kick out of you telling ChatGPT to read something and to tell you when it's done. 😂 It's instant. You could just say, "Create a scaffold abstract using the below abstracts as templates" and then copy and paste all of the abstracts in the same chat entry.
I LOVE your videos. Thank you so much!
This is crazy useful...but will definitely need more people to verify the accuracy of the information
In gpt3.5 it depends on the topic you research for some topics every link is perfect for some its about half (working links but different studies.) And for some topics no links work.
I think ultimately it has to be up to the person writing the prompts to make sure it's accurate information displayed. Just simply doing a few minutes of searching against gpt does wonders on getting the ai on the right track if it is wrong. Also making sure the stuff you are prompting it is within the times of it latest data. You can ask it when it's data cutoff is and referring to anything after that it struggles alot
You just helped me unlock a great way to keep GPT-4 from hallucinating while I cram a 100,000 word novel I've written into it. Subbed, sir.
I had the same problem, even after having pasted 4 emails, chat started to hallucinate. Did you manage to fix it by changing from chatgpt 3.5 to 4, or by providing him small bits of information, one by one?
@@crypto__. I’m using gpt4, and I combined this method with a prompt-refining prompt, getting the model to generate a NEW prompt that would reliably repeat what the video describes
Another suggestion: how AI/chatGPT can help in a systematic review/meta-analysis
Just wait for plugins, it will change the research field
@@NotabilityJa-mh4db why plugins?
Just tried yesterday, you can write 2048 letter at once, so you can not upload whole paper at once.
And even if you subacribe, you can only write 25 messages in every 3 hours.
Just count how many day it takes to upload hundreds of papers and extract specific datas.
It’s not available with chatgpt even with version gpt4. And probably it will be much more expensive than $20, if there would be a plug-in. Plug-in would not work with subscription, it will work by token for every usage.
And I still do not trust precision of chatgpt, it seems like becoming lazier after every repetitive command, answer’s quality declining
@@lucias1276 It connects chatgpt to a specific AI (designed to do certain jobs).😉👍
Can't wait for this. Having recently completed a review article, I know the pains of sifting through all that information myself. I learned a lot though
I'm binge-watching a lot your videos! They are very informative ! Keep doing the excelent work, Andy! Hugs from Brazil!!
Awesome! Thank you!
Such a good new!. Thanks for all the amazing content 🤓. Cheers from Bolivia.
Thanks for watching!
Not a PhD, but work in pharma, more specifically in validation and compliance. I'm very excited to explore how I can apply ChatGPT and other AI tools to my work.
Most of my time is spent drafting risk assessments and protocols for very specific things.
I still think it would need a lot of input, but trained properly on ICH guidelines, all the pharmacopoeia and other guidelines.
Would still need real time info on system condition, materials used, lab stuff and other limitations. But this could be prompted by the AI given the right instructions.
😊
Thanks for your nice take on this
Excellent video on Chat GPT usage and benefits ,Thanks
I'm thinking this could act very similarly to CAQDAS in generating text from semi-structured interviews, focus group transcriptions, etc. and if it can analyze graphical data, it could easily be used for qualitative research. I imagine you could even feed it information allowing it to adopt a theoretical framework, methodology, etc.
Or a rubric. That's what I'm doing atm for my graduate capstone.
Nice to see you being positive about stuff.
The million dollar question is if it can synthesize multiple articles into one paragraph
Thanks Andy !
I was waiting this video!!
It was a few weeks ago, but I asked it a genetics question, and good a decent answer. I asked for citations and they were VERY realistic looking but the ones I got weren't real. It even had correct journal names and volume/year, and then made up the rest. This may have been 3.5.
I think these are all great ideas, we just need to be wary about what text you're exposing to the OpenAI and the wider internet.
Hi Andy, very interesting video and good job. I'm a resident-physician and have very limited time to do research due to clinical duties. I'm wondering if you would be able to make a video on how to best use GPT-4 or other AI tools to perform data analysis (ex: asking ChatGPT or AI to interpret table/diagram/figure/chart).
I would love to know this too!
Me too
I would love to know as well! I haven't tried it yet but I will now that I have seen your post: maybe copy and paste the paper's methods and results section and have it analyze the data?
Fellow resident-physician here, this is the exact thing I've been waiting for.
I haven't had the opportunity to use GPT-4 yet, but I have tried to achieve what you're interested in using GPT-3. Unfortunately, it seems that a natural language model is not able to accurately interpret data. However, it can help with scripting automation (I use R, but any language can be used) to interpret particular types of data. In this regard, ChatGPT has been super helpful to me.
idk whether anyone already commented this, but I jsut wanted to leave the tip, that it's not actually necessary to tell gpt to "read this and say Read" 🙂 It is very capable to distinguish your instructions from the text you're pasting, as long as you paste it with quotation marks. So you could start your prompt saying "I will be pasting X bellow, I want you to do Y with it." make a new paragraph and paste all the text at once with Quotation marks. Gpt has no problems distinguishing your isntructions from its materials, so that extra step is unecessary and you might save time like that 🙏
* should also say it also doesn't struggle to find additional isntructions BETWEEN pasted texts, as long as you narrate it properly like
"pasted text"
And here is info on X:
"more pasted text"
The bellow text I would like you to remember in order to do XYZ:
"test"
Using all of the texts above, I want you to X, V, Y and ABC.
I haven't run into any issues with complex requests on many snippets, as long as they are properly quoted and the isntructions are clear
Im going to use GPT4 to help combine papers about FTL travel to build a framework for warp field propulsion and navigation.
Great content, subscribed!!
This is brilliant and so well timed. I'm starting a duel masters in Public Health and Health Administration in two weeks. Slightly shitting myself as I work full time and have two young kids! Chatgpt will hopefully be my saviour 😂
Fabulous ❤
Gpt4 gave me a reading list. It’s links were suspect but the books were spot on
Hi Andy Stapleton, great video on research! Could you kindly share the real links for the mentioned ChatGPT-4 in the video description or comment section? It would be greatly appreciated for easy access to the discussed resources. Thank you!
I bought plus for gpt4 and I can also say it's waaay better overall. It actually feels smart unlike 3 which felt like a robot.
hey I can't seem to find a way to sign-up or subscribe for ChatGPT4, their website does not allow me too.
Hi Andy, great video. I’m a researcher myself, and I’m interested in incorporating AI into my daily research tasks. However, my comment is more of an open discussion on how you feel using AI in the ways that you’ve explored in your video. I’ve tried using AI in these ways but I just have this feeling of guilt. Guilt, for using AI knowing that researchers who have come before me didn’t and that I’m somewhat ‘less’ of a legit researcher. I would be interested to hear your thoughts. Thanks!
Greetings from Brazil!
Imagine when those models gain Theorem Prover capabilities, like COQ, they will be able to actually analyze the logical propositions of those papers by cross examining them and given the laws of nature and logic that we now verify if they are logically valid or not.
Engineering will be a walk in the park after this for instance.
Super interesting! GPT just makes things way more efficient...
Thank you for sharing. I was asked to share with my colleagues how to use AI apps for research, I must be honest, I will use more from your videos😂
Can you share the code you used to transcribe the UA-cam video?
this is awesome!! can you share any suggestions on the code you made! thank you
This is incredible
Hi, great video. How can I extract the text from audio?
bro this tips are going to increase the productivity of your viewers by several times.
Thank you 😎
there's an easier way to get the text from a UA-cam video without the need for a python program. You just copy the transcript that UA-cam provides directly (which will have lots of time stamps in) and then paste that into chatgpt (even 3.5 will do this) and then ask it to remove all the time stamps and turn it into a continuous piece of text
Love your Vids, could you link to the Script you used.cheers
This app is very very impresive thankyou for this vedio
Incredibly, it seems the thinking part is being outsourced and you are an editor.
Making a huge assumption that the out put is accurate, correct and is actually something new and of value.
Andy, is it safe to upload our real-life (anonimized of course) research data into chat gpt?
Thank you Andy for the video. But i have one question, based on youtube terms and conditions, i think it might be illigal to download youtube videos. Am I correct?
Jane Smith seems to be its favourite researcher. When I gave it inputs from a paper I’d written Jane Smith got the credit there too!
That must be John Doe's wife.
so envy for the recent phd students :/ shoulda do another one after seeing the recent developments in ai :D coulda so much easier and faster to finish
The chatgpt4 window of context is around 8000 words. Which relates to:
Academic articles: GPT-4 can process and comprehend most academic articles, including research papers and review articles, which typically range from 3,000 to 10,000 words.
Magazine features: GPT-4 can handle in-depth magazine feature articles, such as those found in publications like National Geographic or The New Yorker, which often range from 3,000 to 7,000 words.
I like that you are so friendly to the AI and say please with every question. But is it actually necessary?
Hi Dr Andy, Really enjoying your podcast on my DBA journey. Could you please let me know how you and the "New line" to the input field in GPT? When I press enter "CR" it simply starts the AI.
Try Shift + Enter
Hello, the video to text part was interesting, could you make a basic tutorial or show how one could do that?
Hi Dr. ANDY
I really benefited from ur content. I'm master degree in materials science and my research interests is about incorporating silver nanoparticles in membranes fabrication but I couldn't find a problem or a gap research to bridge, so l'd to get ur help here or anyone with the right experience.
Ask chatgpt about the current research gaps in your area. You may need to do that more than once and ask the questions in different ways till you get what you want.
Great video ! Many thanX
2 quick questions:
Is your piece of Python code available somewhere ? And how to get a local mp3 file analyzed ? Thanks
first of all "pip install openai-whisper", an here the code:
import whisper
from pytube import UA-cam
import os
def create_and_open_txt(text, filename):
# create and write the text to a .txt file
with open(filename, "w") as file:
file.write(text)
os.startfile(filename)
url = input("Enter the UA-cam video URL: ")
yt = UA-cam(url)
audio_stream = yt.streams.filter(only_audio=True).first()
output_path = "UA-camaudios"
filename = "audio.mp3"
audio_stream.download(output_path=output_path, filename=filename)
print(f"Audio downloaded to {output_path}/{filename}")
model = whisper.load_model("base")
result = model.transcribe("UA-camaudios/audio.mp3")
print(result["text"])
create_and_open_txt(result["text"], 'output.txt')
For launch after adding the Pythonxx and Pythonxx/Scripts path; go inside the directory of your script and type inside a "cmd" windows:
py mon_script.py
@@patrickblot3224 thank you ! Much appreciated
Can I let chat gpt wirte about a topic, then change some sentences etc. if necessary. And then search for fitting sources for the parts written. I have problems with writing but i am good at searching. Do you think this would work for a thesis? At the end I would definitely run the paper through a plagiarism scanner.
If I buy the sub, do I automatically get access to all versions??? Or is there a whole separate route for GTP 4?
Top man.
Im currently writing my thesis and im really on the fence if i should get it - any opinions either way?
is differet from standar version to plus version?
As a Masters student, I have thoroughly enjoyed your content. I'm looking for a time tracking app that also includes options for goals setting and managing projects. Any recommendations? Maybe a good topic for a video - apps for students?
Me too
toggl time tracker
Hey Dr. Stapleton
Can you provide the source code you use for transcribing videos?
Thank yoy for posting this video. This is extremely controversial in academia and writing world. Pro and cons are an ongoing discussion. Your video shows an ethical way to use this IA tool.
It shows the commands and inputs make the difference. Simple commands may be more effective. For example, You showed great examples of commands a bit wordier, so I wonder if shorter commands would be more efficient.
Again I appreciate the way you suggested to use it which contains the ethical components that researchers fear being jeopardize at the use of this new technology
Regarding wordier prompts, non generic prompts help it to make more interesting non generic answers. Hence wordier prompts that detail what the user wants can be beneficial when they are not satisfied with the generic answer.
Do you have a quick tutorial or link on how to install the speech to text software that reads UA-cam videos
You can summarize the conclusions of articles and create a database of information for whatever you want. The possibilities, even with GPT-3.5, are unlimited.
Still amazed at the amount of people who's jobs revolve, in large parts, around typing and don't make any effort in improving their typing. At age 40, that was me. Now I can touch type and it's a massive boost in productivity and well being. Learn to touch type and thank me later
Can I use your video as part of my references for a scientific abstract?
Does it draw on corpora resources as well?
I Like this guys „provide..me..with..“ voice.
It's awesome for an already published work. Although, I wonder how safe it is to upload some of my unpublished work and create an abstract or rough draft of the manuscript with this?
It will give you an initial boost thats all. You won't have to start from the scratch but rather you have something to start with. Based on your input it will give you a professional response or writing but in the end you gotta read it and modify it based on your expertise of the field.
it is not very safe, the information can be seen by a lot of people and can be used in other chats
Anything you upload to it is now public domain. Anything unpublished or confidential should never be fed into it because you relinquish sole ownership of the information in doing so.
I was wondering that too. Will it appear with plaigerism next time on Turnitin?
If I provide multiple sections of my doctoral dissertation research, will the chatgpt redistribute that content to other users who could publish related work before I publish my own research? I just mean the pliagiarism not findings.
This is a game changer. Thanks for sharing! Is it possible to use gpt 4 already without paying?
Not yet. I think it costs $20 US a month...
Microsoft has integrated this chatgpt4 model with their bing search, but it's not very responsive and smooth if u use it normally through openai
@@hasanmiah5181 i disagree I think its way better than the openai one because here it has Access to the internet. So I use BingAI instead of ChatGPT open Ai one
What Python environment are you using there? Am asking because I'm just getting started with Python.
thank you, andy :)
can you please make a video ior share how you coded whisper in visual studio? 7:49
thx
Looks like the UA-cam algorithm knows me better than my barber! Is Andy Stapleton the beard or the man behind it? Either way, I'm intrigued.
Is gpt 4 detectable by premium Ai detecion softwares? I have am using it to speed up the literature review of my thesis but also reviewing and editing the output. The thesis is going to be out in October, i am afraid for that time ai detectors will catch up to gpt 4
Chat GPT is good for rehashing existing material, but it assumes the information that has been fed to it is correct. If you try it on a more difficult problem, then it isn't so clever. A good one to try are the Apollo missions. Ask it to calculate the weight, trajectory and fuel requirements. Then ask it if the calculated results agree with the particulars given by NASA. Have fun!
For gpt 4's analysis of images (not yet out) it was able to solve a university physics problem with a figure as shown in the openAI website. It also understands why memes are funny. It's clear that it can understand an images from a scientific article. I would expect that the probably very expensive 32000 token limit version (maybe even ones with a smaller limit) can explain an article in it's entirety if you feed some definition of terms and maybe even other highly cited articles it references
I'm hoping to get access to win a jelly bean guessing contest
For the lecture notes, once you extract them I would put them in Obsidian and make it all searchable. Be sure to have ChatGTP convert the notes to Markup first.
I'm quite new to this stuff, what exactly do you mean by converting the notes to Markup first? With Obsidian, for Obsidian, at which point, etc? Hope you can clarify :)
@@thurlynox Markup probably means markdown, the formatting syntax used by Obsidian
Is ChatGPT better to use for providing references & citations? I wasn't able to get ChapGPT 3.5 to do it. It say's it can't provide or search for references.
Dear Dr based on you explanation I found that chatgpt is like a child that we can train it with correct feed and prompt give it. Please correct or confirm my feedback
No se python ni entiendo donde esta el programa para la extraccion de texto con whisper pero siento que lo necesito con urgencia.
Be careful with the references, my Bing beta AI (runs on GPT4) gives me mostly real and relevant references, but it mixes them in with "fake" ones when it can't find a reference for some predetermined opinion. It will reference a real paper, but the paper will be irrelevent if you read it, it will not support the data that the AI is claiming it is supporting, it usually won't even mention the piece of data in question. Very subtle things that can mislead you.
The bing AI / edge copilot can read your tabs, so if you have the papers open in different tabs, you can just ask it to do things with it. In one instance, I got Bing AI to extract data from the papers across the tabs, standardise the units from the data, and then package the standardised data into a table for easy comparison. It did it perfectly, the math, the data, and the table.
I'm going to try taking the cc from a podcast or documentary on UA-cam and ask chat gpt to summarize it
Found it funny that you actually say "please"
Chat GPT told me that if you convert an MP3 audio file into a text file, that it can extract a transcript from the data. I haven't tested it yet, but that's what it told me.
How abt machine learning? Assuming chatgpt-4 unable to know certain fact or even any thing beyond Sept 21,can it accept your knowledge passed to it?