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New IEEE Fellows to Attend GAIR Conference!

Published:Dec 31, 2025 08:47
1 min read
雷锋网

Analysis

The article reports on the newly announced IEEE Fellows for 2026, highlighting the significant number of Chinese scholars and the presence of AI researchers. It focuses on the upcoming GAIR conference where Professor Haohuan Fu, one of the newly elected Fellows, will be a speaker. The article provides context on the IEEE and the significance of the Fellow designation, emphasizing the contributions these individuals make to engineering and technology. It also touches upon the research areas of the AI scholars, such as high-performance computing, AI explainability, and edge computing, and their relevance to the current needs of the AI industry.
Reference

Professor Haohuan Fu will be a speaker at the GAIR conference, presenting on 'Earth System Model Development Supported by Super-Intelligent Fusion'.

Analysis

The article analyzes institutional collaborations in Austrian research, focusing on shared researchers. The source is ArXiv, suggesting a scientific or academic focus. The title indicates a quantitative or analytical approach to understanding research partnerships.
Reference

Analysis

This article likely discusses Christiaan Huygens' work on understanding and formulating the laws governing elastic collisions. It would delve into the historical context, the methods Huygens employed, and the significance of his contributions to physics. The ArXiv source suggests a scholarly or research-oriented focus.

Key Takeaways

Reference

Analysis

This paper introduces KG20C and KG20C-QA, curated datasets for question answering (QA) research on scholarly data. It addresses the need for standardized benchmarks in this domain, providing a resource for both graph-based and text-based models. The paper's contribution lies in the formal documentation and release of these datasets, enabling reproducible research and facilitating advancements in QA and knowledge-driven applications within the scholarly domain.
Reference

By officially releasing these datasets with thorough documentation, we aim to contribute a reusable, extensible resource for the research community, enabling future work in QA, reasoning, and knowledge-driven applications in the scholarly domain.

Analysis

This article, sourced from ArXiv, likely presents a comprehensive review of gravitational waves, covering theoretical foundations, cosmological implications, and observational evidence. The review format suggests a synthesis of existing research rather than presentation of new, primary findings.
Reference

The article is sourced from ArXiv.

Research#llm📝 BlogAnalyzed: Dec 25, 2025 22:23

Any success with literature review tools?

Published:Dec 24, 2025 13:42
1 min read
r/MachineLearning

Analysis

This post from r/MachineLearning highlights a common pain point in academic research: the inefficiency of traditional literature review methods. The user expresses frustration with the back-and-forth between Google Scholar and ChatGPT, seeking more streamlined solutions. This indicates a demand for better tools that can efficiently assess paper relevance and summarize key findings. The reliance on ChatGPT, while helpful, also suggests a need for more specialized AI-powered tools designed specifically for literature review, potentially incorporating features like automated citation analysis, topic modeling, and relationship mapping between papers. The post underscores the potential for AI to significantly improve the research process.
Reference

I’m still doing it the old-fashioned way - going back and forth between google scholar, with some help from chatGPT to speed up things

Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 08:21

The monoid of monotone and decreasing partial transformations on a finite chain

Published:Dec 24, 2025 12:04
1 min read
ArXiv

Analysis

This article describes a mathematical research paper. The title indicates a focus on abstract algebra, specifically the study of monoids and their properties within the context of transformations on a finite chain. The terms "monotone" and "decreasing" suggest constraints on the transformations being analyzed. The source, ArXiv, confirms this is a scholarly work.

Key Takeaways

    Reference

    The title itself provides the core subject matter: the study of a specific algebraic structure (a monoid) and its properties.

    Analysis

    This article likely presents a novel approach to address a specific challenge in the design and application of Large Language Model (LLM) agents. The title suggests a focus on epistemic asymmetry, meaning unequal access to knowledge or understanding between agents. The use of a "probabilistic framework" indicates a statistical or uncertainty-aware method for tackling this problem. The source, ArXiv, confirms this is a research paper.

    Key Takeaways

      Reference

      Research#OpenAlex🔬 ResearchAnalyzed: Jan 10, 2026 10:04

      OpenAlex: A Deep Dive into Open Scholarly Data

      Published:Dec 18, 2025 11:37
      1 min read
      ArXiv

      Analysis

      This ArXiv article likely examines OpenAlex, an open database for scholarly outputs, offering insights into its features, advantages, and limitations. A professional critique would assess the clarity of the analysis, the thoroughness of the evaluation, and the potential impact on the research community.
      Reference

      OpenAlex provides a database for retrieving and analysing scholarly outputs.

      Research#Search🔬 ResearchAnalyzed: Jan 10, 2026 10:04

      ORKG ASK: A Neuro-Symbolic Approach to Scholarly Literature Search

      Published:Dec 18, 2025 11:25
      1 min read
      ArXiv

      Analysis

      The article highlights the development of ORKG ASK, an AI system for exploring scholarly literature using a neuro-symbolic approach. The emphasis on neuro-symbolic methods suggests an attempt to combine the strengths of neural networks and symbolic reasoning for more effective knowledge discovery.
      Reference

      ORKG ASK is an AI-driven Scholarly Literature Search and Exploration System taking a Neuro-Symbolic Approach.

      History#Ancient Civilizations📝 BlogAnalyzed: Dec 28, 2025 21:57

      Irving Finkel: Deciphering Ancient Civilizations and Flood Myths

      Published:Dec 12, 2025 20:04
      1 min read
      Lex Fridman Podcast

      Analysis

      This article summarizes a podcast episode featuring Irving Finkel, a renowned scholar specializing in Mesopotamian history and cuneiform writing. The episode likely delves into Finkel's expertise in deciphering ancient languages and his work on the Mesopotamian flood story, which predates the biblical Noah narrative. The article highlights Finkel's book "The Ark Before Noah" and the documentary based on it, showcasing his research and the practical application of his findings. The provided links offer access to the podcast transcript, contact information for Lex Fridman, and various resources related to the episode and its subject matter, including links to the British Museum and related projects.
      Reference

      Irving Finkel is a scholar of ancient languages and a longtime curator at the British Museum, renowned for his expertise in Mesopotamian history and cuneiform writing.

      Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 08:13

      Should AI Become an Intergenerational Civil Right?

      Published:Dec 9, 2025 20:22
      1 min read
      ArXiv

      Analysis

      The article's title poses a thought-provoking question, suggesting a potential future where access to and the benefits of AI are considered a fundamental right, extending across generations. This framing implies a need for equitable distribution and protection from potential harms associated with AI development and deployment. The source, ArXiv, indicates this is likely a research paper, suggesting a scholarly exploration of the topic rather than a news report.

      Key Takeaways

        Reference

        Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 08:05

        WisPaper: Your AI Scholar Search Engine

        Published:Dec 7, 2025 15:10
        1 min read
        ArXiv

        Analysis

        This article introduces WisPaper, an AI-powered search engine designed for academic research. The focus is on its ability to assist scholars in finding relevant information. The source, ArXiv, suggests a focus on preprints and research papers.

        Key Takeaways

          Reference

          Politics#Social Commentary🏛️ OfficialAnalyzed: Dec 29, 2025 17:55

          941 - Sister Number One feat. Aída Chávez (6/9/25)

          Published:Jun 10, 2025 05:59
          1 min read
          NVIDIA AI Podcast

          Analysis

          This NVIDIA AI Podcast episode features Aída Chávez of The Nation, discussing WelcomeFest, a gathering focused on the future of the Democratic party. The episode critiques the event's perceived lack of direction and enthusiasm. It also addresses the issue of police violence during protests against ICE in Los Angeles. The core question explored is the definition and appropriate use of power. The podcast links to Chávez's article in The Nation and provides information on a sports journalism scholarship fund and merchandise.
          Reference

          We’re joined by The Nation’s Aída Chávez for her report from WelcomeFest...

          Analysis

          This article discusses the application of deep reinforcement learning (DRL) to control plasma instabilities in nuclear fusion reactors. The focus is on the work of Azarakhsh Jalalvand, a research scholar at Princeton University, who developed a model to detect and mitigate 'tearing mode,' a critical instability. The article highlights the process of data collection, model training, and deployment of the controller algorithm on the DIII-D fusion research reactor. It also touches upon future challenges and opportunities for AI in achieving stable and efficient fusion energy production. The source is a podcast episode from Practical AI.
          Reference

          Aza explains his team developed a model to detect and avoid a fatal plasma instability called ‘tearing mode’.

          Research#LLM👥 CommunityAnalyzed: Jan 3, 2026 09:30

          Google Scholar Search Analysis

          Published:Mar 17, 2024 11:14
          1 min read
          Hacker News

          Analysis

          The article highlights a specific search query on Google Scholar, focusing on the phrase "certainly, here is" and excluding results related to ChatGPT and LLMs. This suggests an investigation into the prevalence and usage of this phrase within academic literature, potentially to identify patterns or trends unrelated to current AI models. The exclusion of ChatGPT and LLMs indicates a desire to filter out results directly generated by these technologies.
          Reference

          Google Scholar search: "certainly, here is" -chatgpt -llm

          #411 – Omar Suleiman: Palestine, Gaza, Oct 7, Israel, Resistance, Faith & Islam

          Published:Feb 2, 2024 00:04
          1 min read
          Lex Fridman Podcast

          Analysis

          This podcast episode features Omar Suleiman, a Palestinian-American Muslim scholar, discussing the Israeli-Palestinian conflict, focusing on events surrounding October 7th, the Palestinian diaspora, and related topics. The episode includes discussions on violence, political figures like Biden and Trump, and the call for a ceasefire. The provided information includes links to the podcast, the guest's social media, and the episode transcript, as well as timestamps for different segments of the conversation. The episode appears to be a deep dive into a complex and sensitive topic, offering a platform for Suleiman's perspective.
          Reference

          The episode discusses various aspects of the Israeli-Palestinian conflict.

          AI Ethics#Generative AI📝 BlogAnalyzed: Dec 29, 2025 07:28

          Responsible AI in the Generative Era with Michael Kearns - #662

          Published:Dec 22, 2023 01:37
          1 min read
          Practical AI

          Analysis

          This podcast episode from Practical AI features Michael Kearns, a professor at the University of Pennsylvania and an Amazon scholar, discussing responsible AI in the generative AI era. The conversation covers various challenges and solutions, including service card metrics, privacy, hallucinations, RLHF, and LLM evaluation benchmarks. The episode also highlights Clean Rooms ML, a secure environment utilizing differential privacy for secure data handling. The discussion bridges Kearns' experience at AWS and his academic work, offering insights into practical applications and theoretical considerations of responsible AI development.
          Reference

          The episode covers a diverse range of topics under this banner, including service card metrics, privacy, hallucinations, RLHF, and LLM evaluation benchmarks.

          Podcast Summary#Geopolitics📝 BlogAnalyzed: Dec 29, 2025 17:04

          #401 – John Mearsheimer: Israel-Palestine, Russia-Ukraine, China, NATO, and WW3

          Published:Nov 18, 2023 14:05
          1 min read
          Lex Fridman Podcast

          Analysis

          This article summarizes a podcast episode featuring John Mearsheimer, an international relations scholar. The episode, hosted by Lex Fridman, covers a range of geopolitical topics including the Israel-Palestine conflict, the Russia-Ukraine war, China's role, NATO, and the potential for a third world war. The article provides links to the transcript, episode links, and podcast information, as well as ways to support the podcast. The outline provides timestamps for key discussion points within the episode, allowing listeners to navigate the content effectively.
          Reference

          John Mearsheimer is an international relations scholar at University of Chicago. He is one of the most influential and controversial thinkers in the world on the topics of war and power.

          Research#llm👥 CommunityAnalyzed: Jan 3, 2026 09:46

          ScholarTurbo: Use ChatGPT to chat with PDFs (supports GPT-4)

          Published:May 15, 2023 10:58
          1 min read
          Hacker News

          Analysis

          The article highlights a tool, ScholarTurbo, that leverages ChatGPT (and GPT-4) to enable users to interact with PDF documents conversationally. This suggests a focus on improving accessibility and usability of research papers and other PDF-based information. The core functionality is straightforward: upload a PDF and then chat with it using a large language model.
          Reference

          The summary directly states the tool's function: 'Use ChatGPT to chat with PDFs (supports GPT-4)'.

          Research#llm📝 BlogAnalyzed: Dec 29, 2025 07:38

          Service Cards and ML Governance with Michael Kearns - #610

          Published:Jan 2, 2023 17:05
          1 min read
          Practical AI

          Analysis

          This article summarizes a podcast episode from Practical AI featuring Michael Kearns, a professor and Amazon Scholar. The discussion centers on responsible AI, ML governance, and the announcement of service cards. The episode explores service cards as a holistic approach to model documentation, contrasting them with individual model cards. It delves into the information included and excluded from these cards, and touches upon the ongoing debate of algorithmic bias versus dataset bias, particularly in the context of large language models. The episode aims to provide insights into fairness research in AI.
          Reference

          The article doesn't contain a direct quote.

          Research#llm📝 BlogAnalyzed: Dec 29, 2025 07:39

          The Evolution of the NLP Landscape with Oren Etzioni - #598

          Published:Nov 7, 2022 20:37
          1 min read
          Practical AI

          Analysis

          This article from Practical AI features an interview with Oren Etzioni, former CEO of the Allen Institute for AI. The discussion covers Etzioni's career, his perspective on the current state of Natural Language Processing (NLP), including the rise of Large Language Models (LLMs) and the associated hype. The interview also touches upon research projects from AI2, such as Semantic Scholar and the Delphi project, highlighting the institute's contributions to AI research and its exploration of ethical considerations in AI development. The article provides insights into the evolution of NLP and the challenges and opportunities within the field.

          Key Takeaways

          Reference

          The article doesn't contain a direct quote, but rather summarizes the discussion.

          Grobid: Leveraging Machine Learning to Unpack Scholarly Papers

          Published:Jun 16, 2021 10:52
          1 min read
          Hacker News

          Analysis

          The article discusses Grobid, a machine learning tool for extracting information from academic documents, potentially improving research efficiency. While the context is limited, the topic's significance lies in automating literature review and data extraction, a key area for AI in research.
          Reference

          Grobid is a tool for extracting information from scholarly documents.

          Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 15:43

          OpenAI Scholars 2021: Final Projects

          Published:May 10, 2021 07:00
          1 min read
          OpenAI News

          Analysis

          The article announces the completion of the OpenAI Scholars 2021 program. It highlights the open-source research projects produced by the scholars, emphasizing the support and stipends provided by OpenAI. The focus is on the program's outcome: completed research projects.
          Reference

          We’re proud to announce that the 2021 class of OpenAI Scholars has completed our six-month mentorship program and have produced an open-source research project with stipends and support from OpenAI.

          Josh Barnett on Violence, Power, and Martial Arts

          Published:Mar 1, 2021 13:36
          1 min read
          Lex Fridman Podcast

          Analysis

          This podcast episode features Josh Barnett, an MMA fighter and scholar of violence, discussing his philosophical views on violence, power, and martial arts. The episode covers a range of topics, including Nietzsche, catch wrestling, anarchy, historical figures like Hitler and Stalin, and other prominent figures in combat sports such as Mike Tyson and Fedor Emelianenko. The episode is structured with timestamps for easy navigation and includes links to the guest's and host's online presence, as well as sponsor information.
          Reference

          The episode explores the philosophy of violence.

          Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 15:43

          OpenAI Scholars 2020: Final projects

          Published:Jul 9, 2020 07:00
          1 min read
          OpenAI News

          Analysis

          The article announces the final projects of the OpenAI Scholars 2020 program. It highlights the virtual Demo Day where the scholars presented their research results after five months. The focus is on the culmination of the program and the presentation of research.
          Reference

          Our third class of OpenAI Scholars presented their final projects at virtual Demo Day, showcasing their research results from over the past five months.

          Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 15:44

          OpenAI Scholars 2020: Applications open

          Published:Oct 11, 2019 07:00
          1 min read
          OpenAI News

          Analysis

          The article announces the opening of applications for the OpenAI Scholars program. It's a brief announcement, likely intended to inform potential applicants.

          Key Takeaways

          Reference

          We are now accepting applications for our third class of OpenAI Scholars.

          Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 15:45

          OpenAI Scholars 2019: Final Projects

          Published:May 23, 2019 07:00
          1 min read
          OpenAI News

          Analysis

          The article announces the completion of the second OpenAI Scholars program and highlights the final projects presented at the Scholars Demo Day. It's a brief announcement focusing on the program's conclusion and the showcase of the scholars' work.

          Key Takeaways

          Reference

          Our second class of OpenAI Scholars has concluded, with all eight scholars producing an exciting final project showcased at Scholars Demo Day at OpenAI.

          OpenAI Scholars 2019: Meet our Scholars

          Published:Mar 13, 2019 07:00
          1 min read
          OpenAI News

          Analysis

          The article announces the selection of eight scholars from a pool of 550 applicants, highlighting their diverse backgrounds. This suggests a focus on interdisciplinary research and a commitment to attracting talent from various fields.
          Reference

          Our class of eight scholars (out of 550 applicants) brings together collective expertise in literature, philosophy, cell biology, statistics, economics, quantum physics, and business innovation.

          Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 15:46

          OpenAI Scholars 2019: Applications Open

          Published:Oct 11, 2018 07:00
          1 min read
          OpenAI News

          Analysis

          This is a brief announcement about the opening of applications for the OpenAI Scholars program. The program aims to support individuals from underrepresented groups in the field of deep learning by providing stipends, mentorship, and the opportunity to work on open-source projects. The focus is on promoting diversity and inclusion within the AI research community.
          Reference

          We are now accepting applications for our second cohort of OpenAI Scholars, a program where we provide 6–10 stipends and mentorship to individuals from underrepresented groups to study deep learning full-time for 3 months and open-source a project.

          Research#llm🏛️ OfficialAnalyzed: Jan 3, 2026 15:46

          OpenAI Scholars 2018: Final projects

          Published:Sep 10, 2018 07:00
          1 min read
          OpenAI News

          Analysis

          The article announces the completion of the first OpenAI Scholars program. It's a brief announcement, likely serving as an update on the program's progress.

          Key Takeaways

            Reference

            Our first cohort of OpenAI Scholars has now completed the program.

            Research#AI Education🏛️ OfficialAnalyzed: Jan 3, 2026 15:46

            OpenAI Scholars 2018: Meet our Scholars

            Published:Jul 25, 2018 07:00
            1 min read
            OpenAI News

            Analysis

            The article announces the beginning of the OpenAI Scholars program, introducing a group of experienced software developers transitioning into machine learning. It's a brief announcement, likely serving as an introduction to a larger initiative.
            Reference

            Our first class of OpenAI Scholars is underway, and you can now follow along as this group of experienced software developers becomes machine learning practitioners.

            Research#Research👥 CommunityAnalyzed: Jan 10, 2026 16:59

            Concerns Emerge in Machine Learning Research Practices

            Published:Jul 10, 2018 12:02
            1 min read
            Hacker News

            Analysis

            The article's framing of "Troubling Trends" signals a critical examination of the current state of machine learning scholarship. A deeper dive is required to understand the specific issues, be it replication challenges, bias in datasets, or funding pressures.
            Reference

            The Hacker News source suggests this likely originates from discussions and community observations regarding machine learning.

            Research#Research👥 CommunityAnalyzed: Jan 10, 2026 16:59

            Concerns Emerge in Machine Learning Scholarship

            Published:Jul 10, 2018 11:52
            1 min read
            Hacker News

            Analysis

            The article's title suggests a critical examination of the current state of machine learning research, likely focusing on issues such as reproducibility, ethical considerations, or the impact of commercial interests. Without the full article, it's impossible to provide a comprehensive analysis, but the title alone hints at potential problems within the field.

            Key Takeaways

            Reference

            The context provided is Hacker News, indicating the article is likely drawing attention from a technical community and perhaps discussing a research paper.

            Research#AI Education🏛️ OfficialAnalyzed: Jan 3, 2026 15:47

            OpenAI Scholars Announcement

            Published:Mar 6, 2018 08:00
            1 min read
            OpenAI News

            Analysis

            This is a concise announcement of a program by OpenAI to support individuals from underrepresented groups in deep learning. The program offers stipends, mentorship, and the opportunity to contribute to open-source projects. The focus on underrepresented groups suggests a commitment to diversity and inclusion within the AI field.
            Reference

            We’re providing 6–10 stipends and mentorship to individuals from underrepresented groups to study deep learning full-time for 3 months and open-source a project.

            Research#Deep Learning👥 CommunityAnalyzed: Jan 10, 2026 17:05

            Critical Appraisal of Deep Learning

            Published:Jan 6, 2018 02:19
            1 min read
            Hacker News

            Analysis

            The Hacker News article likely points to a PDF analyzing deep learning, offering a critical perspective on its strengths and weaknesses. Without the PDF content, a detailed critique is impossible, but the article's context suggests a scholarly discussion within the AI field.
            Reference

            The source is Hacker News, indicating a potential audience of technically savvy individuals and researchers interested in AI.