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Teresa Berndtsson / Higher Pictures of AI / Letter Phrase Textual content Taxonomy / Licenced by CC-BY 4.0.
We’ve collected among the articles, opinion items, movies and sources regarding giant language fashions. A few of these hyperlinks additionally cowl different generative fashions. We’ll periodically replace this checklist so as to add any additional sources of curiosity.
How they work
What are Generative AI fashions?, Kate Soule, video from IBM Expertise.
What’s 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 Massive Language Fashions — A Transformative Studying Checklist, Sebastian Raschka.
How ChatGPT is Skilled, video by Ari Seff.
ChatGPT – what’s it? How does it work? Ought to we be excited? Or scared?Deep Dhillon, The Radical AI podcast.
Journal, convention and arXiv articles
Scientists’ Views on the Potential for Generative AI of their Fields, Meredith Ringel Morris, arXiv.
LaMDA: Language Fashions for Dialog Functions, Romal Thoppilan et al, arXiv.
What Language Mannequin to Practice if You Have One Million GPU Hours?, Teven Le Scao et al, arXiv.
Alpaca: A Robust, Replicable Instruction-Following Mannequin, Rohan Taori et al.
Course of for Adapting Language Fashions to Society (PALMS) with Values-Focused Datasets, Irene Solaiman, Christy Dennison, NeurIPS 2021.
On the Risks of Stochastic Parrots: Can Language Fashions Be Too Huge? , Emily Bender, Timnit Gebru, Angelina McMillan-Main, Shmargaret Shmitchell, FAccT 2021.
A Survey of Massive Language Fashions, Wayne Xin Zhao et al, arXiv.
A Watermark for Massive Language Fashions, John Kirchenbauer, Jonas Geiping, Yuxin Wen, Jonathan Katz, Ian Miers, Tom Goldstein, arXiv.
Between Subjectivity and Imposition: Energy Dynamics in Information Annotation for Laptop Imaginative and prescient, Milagros Miceli, Martin Schuessler, Tianling Yang, Proceedings of the ACM on Human-Laptop Interplay.
AI classifier for indicating AI-written textual content, OpenAI.
Pythia: A Suite for Analyzing Massive Language Fashions Throughout Coaching and Scaling, Stella Biderman et al, arXiv.
GPT-4 Technical Report, OpenAI, arXiv.
GPT-4 System Card, OpenAI.
BloombergGPT: A Massive Language Mannequin for Finance, Shijie Wu et al, arXiv.
Newspaper, journal, College web site, and blogpost articles
Why exams meant for people won’t be good benchmarks for LLMs like GPT-4, Ben Dickson, Enterprise Beat.
Does GPT-4 Actually Perceive What We’re Saying?, David Krakauer, Nautilus.
Massive language fashions are biased. Can logic assist save them?, Rachel Gordon, MIT Information.
Ecosystems graph for ML fashions and their relationships, researchers at Stanford College.
ChatGPT struggles with Wordle puzzles, which says quite a bit about the way it works, Michael G. Madden, The Dialog.
AIhub espresso nook: Massive language fashions for scientific writing, AIhub.
ChatGPT Is a Blurry JPEG of the Internet, Ted Chiang, The New Yorker.
ChatGPT, Galactica, and the Progress Lure, Abeba Birhane and Deborah Raji, Wired.
ChatGPT can’t deceive you, however you continue to shouldn’t belief it, Mackenzie Graham, The Dialog.
AI data retrieval: A search engine researcher explains the promise and peril of letting ChatGPT and its cousins search the online for you, Chirag Shah, The Dialog.
A small step for analysis however a large leap for utility, Interview with Fredrik Heintz, Linköping College.
ChatGPT threatens language range. Extra must be finished to guard our variations within the age of AI, Collin Bjork, The Dialog.
Column: Afraid of AI? The startups promoting it need you to be, Brian Service provider, Los Angeles Instances.
3 ways AI chatbots are a safety catastrophe, Melissa Heikkilä, MIT Tech Evaluation.
Time: OpenAI Used Kenyan Employees on Much less Than $2 Per Hour to Make ChatGPT Much less Poisonous, Billy Perrigo, TIME.
Misplaced fears of an ‘evil’ ChatGPT obscure the true hurt being finished, 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 Financial Instances.
Podcasts and video discussions
The Limitations of ChatGPT with Emily M. Bender and Casey Fiesler, Radical AI Podcast.
CLAIRE AQuA: “ChatGPT and Massive Language Fashions”, CLAIRE.
Su Lin Blodgett on Creating Simply Language Applied sciences, The Good Robotic Podcast.
Concentrate on LLMs and robotics
ChatGPT for Robotics: Design Ideas and Mannequin Talents, Microsoft.
OpenAI and Determine be a part of the race to humanoid robotic staff, Loz Blain, New Atlas.
Inside Monologue: Embodied Reasoning by Planning with Language Fashions, Wenlong Huang et al., arXiv.
PaLM-E: An embodied multimodal language mannequin, Danny Driess, Google.
Consciousness, Embodiment, Language Fashions (with Professor Murray Shanahan), YouTube video from Machine Studying Avenue Speak.
Concentrate on LLMs and schooling
Opinion: ChatGPT – what does it imply for tutorial integrity?, Giselle Byrnes, Massey College.
Debate: ChatGPT gives unseen alternatives to sharpen college students’ crucial expertise, Erika Darics, Lotte van Poppel, The Dialog.
ChatGPT and dishonest: 5 methods to vary how college students are graded, Louis Volante, Christopher DeLuca Don A. Klinger, The Dialog.
ChatGPT: college students may use AI to cheat, however it’s an opportunity to rethink evaluation altogether, Sam Illingworth, The Dialog.
A Trainer’s Immediate Information to ChatGPT, @herfteducator.
Regarding artwork and different artistic processes
‘ChatGPT mentioned I didn’t exist’: how artists and writers are preventing again towards AI, Vanessa Thorpe, The Guardian.
AI and the way forward for work: 5 specialists on what ChatGPT, DALL-E and different AI instruments imply for artists and data staff, Lynne Parker, Casey Greene, Daniel Acuña, Kentaro Toyama Mark Finlayson, The Dialog.
Is there a strategy to pay content material creators whose work is used to coach AI? Sure, however it’s not foolproof, Brendan Paul Murphy, The Dialog.
ChatGPT is the push increased schooling must rethink evaluation, Sioux McKenna, Dan Dixon, Daniel Oppenheimer, Margaret Blackie, Sam Illingworth, The Dialog.
AI Artwork: How artists are utilizing and confronting machine studying, YouTube video from the Museum of Trendy Artwork.
Misinformation, pretend information and the influence on journalism
Misinformation Monitor: March 2023, concentrate on GPT-4, NewsGuard.
A pretend information frenzy: why ChatGPT may very well be disastrous for reality in journalism, Emily Bell, The Guardian.
Defending In opposition to Neural Faux Information, 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 Commerce Fee weblog put up.
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