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PhD Students – How to identify trends in research? First, let’s understand why trends are important. Identifying trends in research can help you ➝ To see if a research area is active or saturated ➝ To find research gaps ➝ To understand how a research field has evolved ➝...

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Faheem Ullah

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73,369 Aufrufe • vor 6 Monaten •via X (Twitter)

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PhD Students – How to identify related papers for your research paper? 1. Go to 2. Paste your DOI or title of your research paper 3. ResearchCollab will display the network of papers 4. Explore the network in following ways → Filter the network of papers based on research field → Filter the network based on thematic clusters → Filter the network based on keywords → and much more As you find related papers, keep saving them. This use case has multiple advantages. ➟ You won’t miss a related paper to cite in your paper ➟ You can identify related papers for your lit review ➟ You can explore new research directions and trends ➟ You can visualize the entire collection of papers As a researcher, work smarter not just harder. For this, try ResearchCollab:
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PhD Students – How to identify related papers for your research paper? 1. Go to 2. Paste your DOI or title of your research paper 3. ResearchCollab will display the network of papers 4. Explore the network in following ways → Filter the network of papers based on research field → Filter the network based on thematic clusters → Filter the network based on keywords → and much more As you find related papers, keep saving them. This use case has multiple advantages. ➟ You won’t miss a related paper to cite in your paper ➟ You can identify related papers for your lit review ➟ You can explore new research directions and trends ➟ You can visualize the entire collection of papers As a researcher, work smarter not just harder. For this, try ResearchCollab:

Faheem Ullah

46,249 Aufrufe • vor 1 Monat

PhD Students – How to easily identify a research gap? Follow these simple steps. 1. Go to 2. Select Idea Spark from the left side menu 3. Enter your research topic e.g., AI for healthcare 4. You can specify the following -Any dataset related to your research -Any papers related to your research 5. You can also specify the balance of research gap -Focus on novelty -Focus on feasibility -Focus on breadth -Focus on depth 6. Once specification made, click on generate 7. Novix will identify gaps Go through each research gap. Each gap is linked with relevant research papers Explore these papers to validate the identified gap. Try Novix today:
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PhD Students – How to easily identify a research gap? Follow these simple steps. 1. Go to 2. Select Idea Spark from the left side menu 3. Enter your research topic e.g., AI for healthcare 4. You can specify the following -Any dataset related to your research -Any papers related to your research 5. You can also specify the balance of research gap -Focus on novelty -Focus on feasibility -Focus on breadth -Focus on depth 6. Once specification made, click on generate 7. Novix will identify gaps Go through each research gap. Each gap is linked with relevant research papers Explore these papers to validate the identified gap. Try Novix today:

Faheem Ullah

38,492 Aufrufe • vor 3 Monaten

PhD Students – How to identify top researchers in your research area? First, why it is important to know top researchers in your research area. 1️⃣ Help you identify top papers 2️⃣ Help you to collaborate with top researchers 3️⃣ Help you to learn from their work 4️⃣ Help you find your research ideals 🎯 Use Bohrium to identify the top researchers. 👉 Here is how it works? 1. Go to and log in. 2. From the left side menu, click Scholars. 3. In the search box, enter your research area. 4. For example, I entered cloud computing. 5. Bohrium will display the ranked list of top researchers. 6. This list is based on the number of citations for the researcher. 7. Then, click on the researcher’s name. 8. It will display the entire profile of the researcher. 9. This profile contains the work history of the researcher. 10. It contains the research areas of the researcher. 11. You will see the number of papers and citations. 12. You can sort the papers based on the latest/most cited. 13. You will also see the co-authors of the researcher. Once explored, you can go back and explore another researcher. This way you will know the top researchers in your research area. Bohrium has a large database of 20 million active scholars 🎗️Try Bohrium to find top researchers Bohrium Link: ❄️ Anything you'd like to add?
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PhD Students – How to identify top researchers in your research area? First, why it is important to know top researchers in your research area. 1️⃣ Help you identify top papers 2️⃣ Help you to collaborate with top researchers 3️⃣ Help you to learn from their work 4️⃣ Help you find your research ideals 🎯 Use Bohrium to identify the top researchers. 👉 Here is how it works? 1. Go to and log in. 2. From the left side menu, click Scholars. 3. In the search box, enter your research area. 4. For example, I entered cloud computing. 5. Bohrium will display the ranked list of top researchers. 6. This list is based on the number of citations for the researcher. 7. Then, click on the researcher’s name. 8. It will display the entire profile of the researcher. 9. This profile contains the work history of the researcher. 10. It contains the research areas of the researcher. 11. You will see the number of papers and citations. 12. You can sort the papers based on the latest/most cited. 13. You will also see the co-authors of the researcher. Once explored, you can go back and explore another researcher. This way you will know the top researchers in your research area. Bohrium has a large database of 20 million active scholars 🎗️Try Bohrium to find top researchers Bohrium Link: ❄️ Anything you'd like to add?

Faheem Ullah

90,964 Aufrufe • vor 7 Monaten

PhD Students – How to identify a research gap in seconds? Use this FREE tool to identify research gap in seconds. 1. Go to 2. Click on 𝑇𝑜𝑝𝑖𝑐 𝐸𝑥𝑝𝑙𝑜𝑟𝑒𝑟 ---> 𝐶𝑟𝑒𝑎𝑡𝑖𝑣𝑒 𝑇𝑜𝑜𝑙 3. Enter your topic e.g., deep learning for healthcare 4. Now click on 𝑔𝑒𝑛𝑒𝑟𝑎𝑡𝑒 𝑖𝑑𝑒𝑎𝑠 5. ResearchCollab will give you the following 7 gaps ➝ Research that combines multiple existing research ➝ Research that adapts a new approach/technology ➝ Research that modifies existing variables in research ➝ Research that incorporates new variables ➝ Research that eliminates variables from research ➝ Research that re-arrange existing variables Pick the gap you think has the most potential. Then click on 𝑡𝑜𝑝𝑖𝑐 𝑎𝑛𝑎𝑙𝑦𝑠𝑖𝑠 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐂𝐨𝐥𝐥𝐚𝐛 will dive deeper into the selected topic It gives you different angles of the chosen research gap. It is very helpful and at the same time very easy to use Try 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐂𝐨𝐥𝐥𝐚𝐛 today:
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PhD Students – How to identify a research gap in seconds? Use this FREE tool to identify research gap in seconds. 1. Go to 2. Click on 𝑇𝑜𝑝𝑖𝑐 𝐸𝑥𝑝𝑙𝑜𝑟𝑒𝑟 ---> 𝐶𝑟𝑒𝑎𝑡𝑖𝑣𝑒 𝑇𝑜𝑜𝑙 3. Enter your topic e.g., deep learning for healthcare 4. Now click on 𝑔𝑒𝑛𝑒𝑟𝑎𝑡𝑒 𝑖𝑑𝑒𝑎𝑠 5. ResearchCollab will give you the following 7 gaps ➝ Research that combines multiple existing research ➝ Research that adapts a new approach/technology ➝ Research that modifies existing variables in research ➝ Research that incorporates new variables ➝ Research that eliminates variables from research ➝ Research that re-arrange existing variables Pick the gap you think has the most potential. Then click on 𝑡𝑜𝑝𝑖𝑐 𝑎𝑛𝑎𝑙𝑦𝑠𝑖𝑠 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐂𝐨𝐥𝐥𝐚𝐛 will dive deeper into the selected topic It gives you different angles of the chosen research gap. It is very helpful and at the same time very easy to use Try 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐂𝐨𝐥𝐥𝐚𝐛 today:

Faheem Ullah

106,224 Aufrufe • vor 4 Monaten

PhD Students – How to easily understand a complex research topic? Meet Ponder – a tool for understanding complex research. 𝐇𝐨𝐰 𝐏𝐨𝐧𝐝𝐞𝐫 𝐰𝐨𝐫𝐤𝐬? 1. Go to and log in 2. Enter your research topic or research question 3. Ponder will start building a knowledge map 4. This knowledge map breaks down complex ideas into structured cards 𝐖𝐡𝐚𝐭 𝐜𝐚𝐧 𝐲𝐨𝐮 𝐝𝐨 𝐰𝐢𝐭𝐡 𝐭𝐡𝐞𝐬𝐞 𝐜𝐚𝐫𝐝𝐬? → You can add your own thoughts, questions, and insights. → Ask follow-up questions and deepen your exploration. → You can color the cards for better understanding → You can drag & organize them freely across the infinite canvas. 𝐇𝐨𝐰 𝐭𝐨 𝐚𝐝𝐝 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐩𝐚𝐩𝐞𝐫𝐬 𝐭𝐨 𝐭𝐡𝐞 𝐜𝐚𝐫𝐝𝐬? — You can search for relevant papers with built-in discovery. — Ponder will identify all relevant papers — You can then add or upload research papers — You can also attach papers to specific cards. 𝐀𝐟𝐭𝐞𝐫 𝐲𝐨𝐮𝐫 𝐩𝐨𝐧𝐝𝐞𝐫𝐢𝐧𝐠 𝐢𝐬 𝐜𝐨𝐦𝐩𝐥𝐞𝐭𝐞𝐝: ➟ You can change the view to document, browser, or full screen. ➟ You can also download your knowledge map as a PDF ➟ You can ask further questions and refine with Ponder’s Agent. 𝐖𝐡𝐚𝐭 𝐮𝐧𝐝𝐞𝐫𝐬𝐭𝐚𝐧𝐝𝐢𝐧𝐠 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐭𝐡𝐢𝐬 𝐰𝐚𝐲 𝐢𝐬 𝟏𝟎𝐱 𝐛𝐞𝐭𝐭𝐞𝐫? ↳ It brings discovery and analysis of research into one workspace ↳ It makes ideas branch and evolve naturally, just like your brain ↳ It helps you to easily identify research gaps ↳ It connects knowledge from all sources such as papers and web ↳ It enables you to export knowledge as maps, reports, or data. ↳ Designed for PhD students & researchers, who think deeply. Try Ponder here: Anything you'd like to add?
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PhD Students – How to easily understand a complex research topic? Meet Ponder – a tool for understanding complex research. 𝐇𝐨𝐰 𝐏𝐨𝐧𝐝𝐞𝐫 𝐰𝐨𝐫𝐤𝐬? 1. Go to and log in 2. Enter your research topic or research question 3. Ponder will start building a knowledge map 4. This knowledge map breaks down complex ideas into structured cards 𝐖𝐡𝐚𝐭 𝐜𝐚𝐧 𝐲𝐨𝐮 𝐝𝐨 𝐰𝐢𝐭𝐡 𝐭𝐡𝐞𝐬𝐞 𝐜𝐚𝐫𝐝𝐬? → You can add your own thoughts, questions, and insights. → Ask follow-up questions and deepen your exploration. → You can color the cards for better understanding → You can drag & organize them freely across the infinite canvas. 𝐇𝐨𝐰 𝐭𝐨 𝐚𝐝𝐝 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐩𝐚𝐩𝐞𝐫𝐬 𝐭𝐨 𝐭𝐡𝐞 𝐜𝐚𝐫𝐝𝐬? — You can search for relevant papers with built-in discovery. — Ponder will identify all relevant papers — You can then add or upload research papers — You can also attach papers to specific cards. 𝐀𝐟𝐭𝐞𝐫 𝐲𝐨𝐮𝐫 𝐩𝐨𝐧𝐝𝐞𝐫𝐢𝐧𝐠 𝐢𝐬 𝐜𝐨𝐦𝐩𝐥𝐞𝐭𝐞𝐝: ➟ You can change the view to document, browser, or full screen. ➟ You can also download your knowledge map as a PDF ➟ You can ask further questions and refine with Ponder’s Agent. 𝐖𝐡𝐚𝐭 𝐮𝐧𝐝𝐞𝐫𝐬𝐭𝐚𝐧𝐝𝐢𝐧𝐠 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐭𝐡𝐢𝐬 𝐰𝐚𝐲 𝐢𝐬 𝟏𝟎𝐱 𝐛𝐞𝐭𝐭𝐞𝐫? ↳ It brings discovery and analysis of research into one workspace ↳ It makes ideas branch and evolve naturally, just like your brain ↳ It helps you to easily identify research gaps ↳ It connects knowledge from all sources such as papers and web ↳ It enables you to export knowledge as maps, reports, or data. ↳ Designed for PhD students & researchers, who think deeply. Try Ponder here: Anything you'd like to add?

Faheem Ullah

12,175 Aufrufe • vor 1 Jahr

PhD Students - How to write a research proposal in minutes? 1. Go to 2. Click on method design & enter your research topic 3. Novix will generate a proposal for you. This proposal contains the following. - The research problem - Experimental protocols to conduct this research - Detailed statistical approaches to apply - A summary of your entire research methodology - A built-in peer review of your proposed methods Treat this proposal only as a draft. Work on it and refine it as per your research You can continue using Novix for refinement.
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PhD Students - How to write a research proposal in minutes? 1. Go to 2. Click on method design & enter your research topic 3. Novix will generate a proposal for you. This proposal contains the following. - The research problem - Experimental protocols to conduct this research - Detailed statistical approaches to apply - A summary of your entire research methodology - A built-in peer review of your proposed methods Treat this proposal only as a draft. Work on it and refine it as per your research You can continue using Novix for refinement.

Faheem Ullah

57,042 Aufrufe • vor 3 Monaten

PhD Students – How to turn research into visuals in seconds? Meet 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐕𝐢𝐳 – a tool for visualizing research 𝐇𝐨𝐰 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐕𝐢𝐳 𝐰𝐨𝐫𝐤𝐬? 1. Go to 2. Enter the abstract or upload the research paper 3. 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐕𝐢𝐳 will generate the following visuals - Graphical abstract - Poster - Mind map - Presentation slides - Mermaid - Infographic - Podcast The interesting part is it’s all FREE Try 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐕𝐢𝐳 today:
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PhD Students – How to turn research into visuals in seconds? Meet 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐕𝐢𝐳 – a tool for visualizing research 𝐇𝐨𝐰 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐕𝐢𝐳 𝐰𝐨𝐫𝐤𝐬? 1. Go to 2. Enter the abstract or upload the research paper 3. 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐕𝐢𝐳 will generate the following visuals - Graphical abstract - Poster - Mind map - Presentation slides - Mermaid - Infographic - Podcast The interesting part is it’s all FREE Try 𝐑𝐞𝐬𝐞𝐚𝐫𝐜𝐡𝐕𝐢𝐳 today:

Faheem Ullah

49,054 Aufrufe • vor 1 Monat

How to compare 10 papers in 10 seconds? Meet 𝐒𝐜𝐢𝐒𝐩𝐚𝐜𝐞 – this tool compares papers for you. Here is how it works. 1. Go to 2. Click on + 𝑠𝑖𝑔𝑛 and upload the 10 papers. 3. After uploading papers, write your prompt. 𝐶𝑜𝑚𝑝𝑎𝑟𝑒 𝑡ℎ𝑒 𝑢𝑝𝑙𝑜𝑎𝑑𝑒𝑑 10 𝑟𝑒𝑠𝑒𝑎𝑟𝑐ℎ 𝑝𝑎𝑝𝑒𝑟𝑠 4. SciSpace will start comparing the papers. 5. You will see the comparison result on right side. 6. You will see various insights with paper numbers. 7. At the end, you will see summary of the comparison. 8. SciSpace compares the papers based on: ✓ Similarities in research themes ✓ Differences in approaches ✓ Relative strengths and weaknesses ✓ Gaps identified across papers ✓ Relationships and building upon each other 9. To trace to each paper, click on the 𝑝𝑎𝑝𝑒𝑟 𝑛𝑢𝑚𝑏𝑒𝑟𝑠 10. To trace to exact location, click on 𝑙𝑜𝑐𝑎𝑡𝑒 𝑃𝐷𝐹. Where can you use such comparison? You can use it to: ➝ Understand the related literature. ➝ Position the novelty of your research paper. ➝ Understand niche questions in a research area. ➝ Grasp key insights from a bunch of papers in one go. Try SciSpace today:
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How to compare 10 papers in 10 seconds? Meet 𝐒𝐜𝐢𝐒𝐩𝐚𝐜𝐞 – this tool compares papers for you. Here is how it works. 1. Go to 2. Click on + 𝑠𝑖𝑔𝑛 and upload the 10 papers. 3. After uploading papers, write your prompt. 𝐶𝑜𝑚𝑝𝑎𝑟𝑒 𝑡ℎ𝑒 𝑢𝑝𝑙𝑜𝑎𝑑𝑒𝑑 10 𝑟𝑒𝑠𝑒𝑎𝑟𝑐ℎ 𝑝𝑎𝑝𝑒𝑟𝑠 4. SciSpace will start comparing the papers. 5. You will see the comparison result on right side. 6. You will see various insights with paper numbers. 7. At the end, you will see summary of the comparison. 8. SciSpace compares the papers based on: ✓ Similarities in research themes ✓ Differences in approaches ✓ Relative strengths and weaknesses ✓ Gaps identified across papers ✓ Relationships and building upon each other 9. To trace to each paper, click on the 𝑝𝑎𝑝𝑒𝑟 𝑛𝑢𝑚𝑏𝑒𝑟𝑠 10. To trace to exact location, click on 𝑙𝑜𝑐𝑎𝑡𝑒 𝑃𝐷𝐹. Where can you use such comparison? You can use it to: ➝ Understand the related literature. ➝ Position the novelty of your research paper. ➝ Understand niche questions in a research area. ➝ Grasp key insights from a bunch of papers in one go. Try SciSpace today:

Faheem Ullah

24,341 Aufrufe • vor 5 Monaten

ChatGPT for Research No more sifting through endless research papers to find the answer you need. Just ask any question and Consensus AI will deliver a GPT-4-powered summary of the top 5-10 papers.
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ChatGPT for Research No more sifting through endless research papers to find the answer you need. Just ask any question and Consensus AI will deliver a GPT-4-powered summary of the top 5-10 papers.

Shubham Saboo

1,142,801 Aufrufe • vor 3 Jahren

ChatGPT gives you wrong answers and fake citations (many don't know this). Here's a quick free solution (watch the video): 1. Go to consensus(dot)app 2. Type in your research question 3. Turn on "synthesize" for the summary 4. Dive into accurate research papers that tell you the truth Let me know if this is helpful to find reliable research and cite better.
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ChatGPT gives you wrong answers and fake citations (many don't know this). Here's a quick free solution (watch the video): 1. Go to consensus(dot)app 2. Type in your research question 3. Turn on "synthesize" for the summary 4. Dive into accurate research papers that tell you the truth Let me know if this is helpful to find reliable research and cite better.

Aadit Sheth

380,069 Aufrufe • vor 3 Jahren

Did you know… Manus can take actions for you? With Manus’s Cloud Browser, you can: → Log in to your X account → Research creators → Create and manage Lists to monitor creators, competitors, or trends → Generate slides to present your insights with ease Whether you're doing influencer research, trend tracking, or feed curation — leave it to Manus and go from insight to action!
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Did you know… Manus can take actions for you? With Manus’s Cloud Browser, you can: → Log in to your X account → Research creators → Create and manage Lists to monitor creators, competitors, or trends → Generate slides to present your insights with ease Whether you're doing influencer research, trend tracking, or feed curation — leave it to Manus and go from insight to action!

ManusAI

34,235 Aufrufe • vor 1 Jahr

How to convert your paper to PPT slides in 1 min? Use the following 3 simple steps ⤵️ 1️⃣ Go to 2️⃣ Upload the PDF of your research paper 3️⃣ Click on generate 🎯 Research Bites AI will generate a slide deck. 👉 You can do the following with the slides. → Download the slides → Share the slides → Listen to audio of the slides
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How to convert your paper to PPT slides in 1 min? Use the following 3 simple steps ⤵️ 1️⃣ Go to 2️⃣ Upload the PDF of your research paper 3️⃣ Click on generate 🎯 Research Bites AI will generate a slide deck. 👉 You can do the following with the slides. → Download the slides → Share the slides → Listen to audio of the slides

Faheem Ullah

29,220 Aufrufe • vor 7 Monaten

Scite Assistant now lets you chat with any research papers even if they are paywalled. Go to scite(dot)ai and click on Assistant. In Scite Assistant, click on "Sources" and type the title of the research paper you want to chat with. You can add multiple papers. Now when you ask a question, Scite Assistant will reply with reference to the papers you added.
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Scite Assistant now lets you chat with any research papers even if they are paywalled. Go to scite(dot)ai and click on Assistant. In Scite Assistant, click on "Sources" and type the title of the research paper you want to chat with. You can add multiple papers. Now when you ask a question, Scite Assistant will reply with reference to the papers you added.

Mushtaq Bilal, PhD

98,294 Aufrufe • vor 2 Jahren

PhD Students - How to analyze literature in minutes? Meet @PACR_Corp - an AI-Powered Research Ecosystem for Researchers and Academics Here is how it works. 1. Go to 2. Click on Deep Review and enter your research topic 3. PACR will give you a concrete literature analysis 4. The analysis contained the following - Concrete information divided into proper sections - Tables for easy understanding of the literature - Each part properly supported with in-text citations - Top relevant journals suggested - Publication timeline of the top journals - Top relevant authors suggested PACR is not limited to literature analysis only. - It supports social networking among academics - Enables anonymous academic discussions - Serves as a market place for academic services Try PACR for free today:
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PhD Students - How to analyze literature in minutes? Meet @PACR_Corp - an AI-Powered Research Ecosystem for Researchers and Academics Here is how it works. 1. Go to 2. Click on Deep Review and enter your research topic 3. PACR will give you a concrete literature analysis 4. The analysis contained the following - Concrete information divided into proper sections - Tables for easy understanding of the literature - Each part properly supported with in-text citations - Top relevant journals suggested - Publication timeline of the top journals - Top relevant authors suggested PACR is not limited to literature analysis only. - It supports social networking among academics - Enables anonymous academic discussions - Serves as a market place for academic services Try PACR for free today:

Faheem Ullah

64,626 Aufrufe • vor 3 Monaten

🔹STORM🔹 Stanford University’s free, public app automates comprehensive research and report generation using AI to create Wikipedia-style articles with citations from web sources. STORM is incredible. I asked it to write a research paper about the use of AI in DNA analysis and predicting genetic traits - got a comprehensive article with citations. It takes about 3 minutes and you can download the PDF:
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🔹STORM🔹 Stanford University’s free, public app automates comprehensive research and report generation using AI to create Wikipedia-style articles with citations from web sources. STORM is incredible. I asked it to write a research paper about the use of AI in DNA analysis and predicting genetic traits - got a comprehensive article with citations. It takes about 3 minutes and you can download the PDF:

Heather Cooper

176,245 Aufrufe • vor 1 Jahr

🚀OpenRead's New Release: Let's Reshape Research! We're thrilled to announce the launch of the latest version of OpenRead – your all-in-one #AI #research #platform revolutionizing the way you conduct research! Try it for free: #paper #Efficiency
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🚀OpenRead's New Release: Let's Reshape Research! We're thrilled to announce the launch of the latest version of OpenRead – your all-in-one #AI #research #platform revolutionizing the way you conduct research! Try it for free: #paper #Efficiency

OpenRead

319,169 Aufrufe • vor 2 Jahren

You can create a Grok Project, have it search for relevant research papers, and attach the good ones to your project. Because Grok 4 can parse PDFs, you can interact with the model, and it will have direct knowledge of your research.
1:26

You can create a Grok Project, have it search for relevant research papers, and attach the good ones to your project. Because Grok 4 can parse PDFs, you can interact with the model, and it will have direct knowledge of your research.

tetsuo

1,662,794 Aufrufe • vor 9 Monaten

auto-research is starting to gain traction as a very viable paradigm for creating useful research discovery. now, that paradigm is still in its infancy and the infrastructure to hold all that trail of context as the agents blaze through experiments isn't well defined (to say the least). on that topic, I had the chance to chat with my boys francesco and giulio from paradigma about what underlying infra is needed to make this paradigm work. the paradigma's paradigm, which involves copious amount of DAGs, make this auto-research paradigm a paradigmatic case of essential infrastructure. here's the full video in full: - 0:00 - what is missing from auto-research? - 2:02 - giulio and francesco ai journey - 8:10 - research infra is the bottleneck? - 10:18 - paradigma vision of autonomous research - 13:17 - “important discovery per joules” - 17:15 - why is DAG the unit of research for auto-research? - 20:40 - is paradigma trying to replace the research publication? - 24:50 - how does knowledge is shared between experiments in the DAG? - 27:34 - what is even auto-research lol? - 33:53 - the value of the human mind in this auto-research future. - 37:00 - how do you reconcile hallucination in this auto-research paradigm? - 41:33 - the adoption of auto-research across varied fields? - 47:30 - ✨ introduction to the auto-research infrastructure. ✨ - 56:55 - where is the code? - 59:10 - full IDE next? - 1:03:20 - the place of the human in this DAG / code quality? manual node? token spent? - 1:16:02 - who’s the user for auto-research? - 1:18:13 - how to validate bad DAG? - 1:20:18 - ✨ auto-research agent results ✨ - 1:22:53 - ✨ how a big research DAG looks like? ✨ - 1:25:10 - how to get the canonical DAG for the final result? - 1:27:50 - the auto-research DAG being the new pre-print? - 1:30:05 - what’s next for paradigma and the auto-research infra? - 1:35:00 - what are they excited about research wise? enjoyyyyy my guys 🌹
1:37:23

auto-research is starting to gain traction as a very viable paradigm for creating useful research discovery. now, that paradigm is still in its infancy and the infrastructure to hold all that trail of context as the agents blaze through experiments isn't well defined (to say the least). on that topic, I had the chance to chat with my boys francesco and giulio from paradigma about what underlying infra is needed to make this paradigm work. the paradigma's paradigm, which involves copious amount of DAGs, make this auto-research paradigm a paradigmatic case of essential infrastructure. here's the full video in full: - 0:00 - what is missing from auto-research? - 2:02 - giulio and francesco ai journey - 8:10 - research infra is the bottleneck? - 10:18 - paradigma vision of autonomous research - 13:17 - “important discovery per joules” - 17:15 - why is DAG the unit of research for auto-research? - 20:40 - is paradigma trying to replace the research publication? - 24:50 - how does knowledge is shared between experiments in the DAG? - 27:34 - what is even auto-research lol? - 33:53 - the value of the human mind in this auto-research future. - 37:00 - how do you reconcile hallucination in this auto-research paradigm? - 41:33 - the adoption of auto-research across varied fields? - 47:30 - ✨ introduction to the auto-research infrastructure. ✨ - 56:55 - where is the code? - 59:10 - full IDE next? - 1:03:20 - the place of the human in this DAG / code quality? manual node? token spent? - 1:16:02 - who’s the user for auto-research? - 1:18:13 - how to validate bad DAG? - 1:20:18 - ✨ auto-research agent results ✨ - 1:22:53 - ✨ how a big research DAG looks like? ✨ - 1:25:10 - how to get the canonical DAG for the final result? - 1:27:50 - the auto-research DAG being the new pre-print? - 1:30:05 - what’s next for paradigma and the auto-research infra? - 1:35:00 - what are they excited about research wise? enjoyyyyy my guys 🌹

Yacine Mahdid

12,091 Aufrufe • vor 2 Monaten

Research is not done on a Computer. I do it Sindhi style with boots on ground. From what I see in Bharat: Toys, LED's & Plastics are now mostly Indianised But simple electronics & gadgets are still imported - still a huge gap. Online research might tell you trends. Offline research shows you what actually sells. Toys & Plastics showed the path. Gadgets are next. Opportunities are waiting.. if you go see for yourself.
0:47

Research is not done on a Computer. I do it Sindhi style with boots on ground. From what I see in Bharat: Toys, LED's & Plastics are now mostly Indianised But simple electronics & gadgets are still imported - still a huge gap. Online research might tell you trends. Offline research shows you what actually sells. Toys & Plastics showed the path. Gadgets are next. Opportunities are waiting.. if you go see for yourself.

Prakash Dadlani

76,841 Aufrufe • vor 10 Monaten