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We’ve collected a number of the articles, opinion items, movies and assets regarding massive language fashions. Some of those hyperlinks additionally cowl different generative fashions. We will periodically replace this record so as to add any additional assets of curiosity.
How they work
- What are Generative AI fashions?, Kate Soule, video from IBM Technology.
- What is GPT-4 and the way does it differ from ChatGPT?, Alex Hern, The Guardian.
- What Is ChatGPT Doing … and Why Does It Work?, Stephen Wolfram.
- Understanding Large Language Models — A Transformative Reading List, Sebastian Raschka.
- How ChatGPT is Trained, video by Ari Seff.
- ChatGPT – what’s it? How does it work? Should we be excited? Or scared?Deep Dhillon, The Radical AI podcast.
Journal, convention and arXiv articles
- Scientists’ Perspectives on the Potential for Generative AI of their Fields, Meredith Ringel Morris, arXiv.
- LaMDA: Language Models for Dialog Applications, Romal Thoppilan et al, arXiv.
- What Language Model to Train if You Have One Million GPU Hours?, Teven Le Scao et al, arXiv.
- Alpaca: A Strong, Replicable Instruction-Following Model, Rohan Taori et al.
- Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets, Irene Solaiman, Christy Dennison, NeurIPS 2021.
- On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?
, Emily Bender, Timnit Gebru, Angelina McMillan-Major, Shmargaret Shmitchell, FAccT 2021. - A Survey of Large Language Models, Wayne Xin Zhao et al, arXiv.
- A Watermark for Large Language Models, John Kirchenbauer, Jonas Geiping, Yuxin Wen, Jonathan Katz, Ian Miers, Tom Goldstein, arXiv.
- Between Subjectivity and Imposition: Power Dynamics in Data Annotation for Computer Vision, Milagros Miceli, Martin Schuessler, Tianling Yang, Proceedings of the ACM on Human-Computer Interaction.
- AI classifier for indicating AI-written textual content, OpenAI.
- Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling, Stella Biderman et al, arXiv.
- GPT-4 Technical Report, OpenAI, arXiv.
- GPT-4 System Card, OpenAI.
- BloombergGPT: A Large Language Model for Finance, Shijie Wu et al, arXiv.
Newspaper, journal, University web site, and blogpost articles
- Why exams supposed for people won’t be good benchmarks for LLMs like GPT-4, Ben Dickson, Venture Beat.
- Does GPT-4 Really Understand What We’re Saying?, David Krakauer, Nautilus.
- Large language fashions are biased. Can logic assist save them?, Rachel Gordon, MIT News.
- Ecosystems graph for ML fashions and their relationships, researchers at Stanford University.
- ChatGPT struggles with Wordle puzzles, which says so much about the way it works, Michael G. Madden, The Conversation.
- AIhub espresso nook: Large language fashions for scientific writing, AIhub.
- ChatGPT Is a Blurry JPEG of the Web, Ted Chiang, The New Yorker.
- ChatGPT, Galactica, and the Progress Trap, Abeba Birhane and Deborah Raji, Wired.
- ChatGPT can’t misinform you, however you continue to shouldn’t belief it, Mackenzie Graham, The Conversation.
- AI info retrieval: A search engine researcher explains the promise and peril of letting ChatGPT and its cousins search the online for you, Chirag Shah, The Conversation.
- A small step for analysis however a large leap for utility, Interview with Fredrik Heintz, Linköping University.
- ChatGPT threatens language variety. More must be achieved to guard our variations within the age of AI, Collin Bjork, The Conversation.
- Column: Afraid of AI? The startups promoting it need you to be, Brian Merchant, Los Angeles Times.
- Three methods AI chatbots are a safety catastrophe, Melissa Heikkilä, MIT Tech Review.
- Time: OpenAI Used Kenyan Workers on Less Than $2 Per Hour to Make ChatGPT Less Toxic, Billy Perrigo, TIME.
- Misplaced fears of an ‘evil’ ChatGPT obscure the true hurt being achieved, John Naughton, The Guardian.
- Darktrace warns of rise in AI-enhanced scams since ChatGPT launch, Mark Sweney, The Guardian.
- Lawmakers wrestle to distinguish AI and human emails, Kate Blackwood, Cornell Chronicle.
- Colombian decide says he used ChatGPT in ruling, Luke Taylor, The Guardian.
- Bhashini: At your service an Indian language chatbot powered by ChatGPT, video from The Economic Times.
Podcasts and video discussions
- The Limitations of ChatGPT with Emily M. Bender and Casey Fiesler, Radical AI Podcast.
- CLAIRE AQuA: “ChatGPT and Large Language Models”, CLAIRE.
- Su Lin Blodgett on Creating Just Language Technologies, The Good Robot Podcast.
Focus on LLMs and robotics
- ChatGPT for Robotics: Design Principles and Model Abilities, Microsoft.
- OpenAI and Figure be a part of the race to humanoid robotic employees, Loz Blain, New Atlas.
- Inner Monologue: Embodied Reasoning by means of Planning with Language Models, Wenlong Huang et al., arXiv.
- PaLM-E: An embodied multimodal language mannequin, Danny Driess, Google.
- Consciousness, Embodiment, Language Models (with Professor Murray Shanahan), YouTube video from Machine Learning Street Talk.
Focus on LLMs and schooling
- Opinion: ChatGPT – what does it imply for educational integrity?, Giselle Byrnes, Massey University.
- Debate: ChatGPT provides unseen alternatives to sharpen college students’ important expertise, Erika Darics, Lotte van Poppel, The Conversation.
- ChatGPT and dishonest: 5 methods to vary how college students are graded, Louis Volante, Christopher DeLuca Don A. Klinger, The Conversation.
- ChatGPT: college students may use AI to cheat, but it surely’s an opportunity to rethink evaluation altogether, Sam Illingworth, The Conversation.
- A Teacher’s Prompt Guide to ChatGPT, @herfteducator.
Relating to artwork and different artistic processes
- ‘ChatGPT said I did not exist’: how artists and writers are preventing again towards AI, Vanessa Thorpe, The Guardian.
- AI and the way forward for work: 5 consultants on what ChatGPT, DALL-E and different AI instruments imply for artists and information employees, Lynne Parker, Casey Greene, Daniel Acuña, Kentaro Toyama Mark Finlayson, The Conversation.
- Is there a method to pay content material creators whose work is used to coach AI? Yes, but it surely’s not foolproof, Brendan Paul Murphy, The Conversation.
- ChatGPT is the push larger schooling must rethink evaluation, Sioux McKenna, Dan Dixon, Daniel Oppenheimer, Margaret Blackie, Sam Illingworth, The Conversation.
- AI Art: How artists are utilizing and confronting machine studying, YouTube video from the Museum of Modern Art.
Misinformation, pretend information and the influence on journalism
- Misinformation Monitor: March 2023, give attention to GPT-4, NewsGuard.
- A pretend information frenzy: why ChatGPT could possibly be disastrous for reality in journalism, Emily Bell, The Guardian.
- Defending Against Neural Fake News, Rowan Zellers et al, arXiv.
Regulation and coverage
- ‘Political propaganda’: China clamps down on entry to ChatGPT, Helen Davidson, The Guardian.
- Chatbots, deepfakes, and voice clones: AI deception on the market, USA Federal Trade Commission weblog put up.