Collection of papers of the last months
Every day new articles dealing with LLMs are published. It is almost impossible to be up-to-date all the time. I have started to collect interesting articles in alphabetical order.
But first, a BBC piece on AI sentience:
Ananthaswamy, Anil (2023). A new approach to computation reimagines artificial intelligence.
enormous vectors with semantic meaning reason more abstractly
Browning & LeCun (2023). What AI Can Tell Us About Human Intelligence. Noema.
Burges (2023). The Hacking of ChatGPT Is Just Getting Started. WIRED.
jailbreaking LLMs to get around safety rules
Chiang, T. (2023) ChatGPT Is a Blurry JPEG of the Web. The New Yorker.
paraphrases instead of quotes
Davies, Ernest (2022). Comments on the commonsense datasets in the BIG-bench collection.
Davis, E., Hendler, J., Hsu, W., Leivada, E., Marcus, G., Witbrock, M., Shwartz, V., & Ma, M. (2023). ChatGPT/LLM error tracker.
Dickson, Ben (2023). Why ChatGPT might slow down AGI.
Durt, C., Fuchs, T. & Froese, T. (2023). Against AI Understanding and Sentience: Large Language Models, Meaning, and the Patterns of Human Language Use.
Gallagher, Brian (2023). Does GPT-4 Really Understand What We’re Saying. Nautilus.
interview with David Krakauer
Gilson (2023). Are A.I. Text Generators Thinking Like Humans — Or Just Very Good at Convincing Us They Are. Stanford Graduate School of Business.
Guardian editorial (10 Feb 2023). The Guardian view on ChatGPT search: exploiting wishful thinking. The Guardian.
Heaven, Will Douglas (2023).The inside story of how ChatGPT was built from the people who made it. MIT Technology Review.
Huang, K. (2023). Alarmed by A.I. chatbots, universities start revamping how they teach. The New York Times.
Kirchenbauer, J., Geiping, J., Wen, Y., Katz, J., Miers, I., & Goldstein, T. (2023). A Watermark for Large Language Models.
Lionbridge (2023). What ChatGPT gets right and wrong and why it’s probably a game-changer for the localization industry.
Liu, N.F., Zhang, T., & Liang, P. (2023). Evaluating Verifiability in Generative Search Engines.
Mahowald, K., Ivanova, A. A., Blank, I. A., Kanwisher, N., Tenenbaum, J. B., & Fedorenko, E. (2023). Dissociating language and thought in large language models: a cognitive perspective.
Marcus, G., & Davis, E. (2023). Large language models like ChatGPT say the darnedest things. Blog post at The Road to AI We Can Trust (Jan 10).
Marcus, G. (2023). Inside the Heart of ChatGPT’s Darkness. Blog post at The Road to AI We Can Trust (Feb 11)
McCallum (2023). ChatGPT banned in Italy over privacy concerns. BBC News.
McQuillan, D. (2023). ChatGPT Is a Bullshit Generator Waging Class War. Vice.
Milmo (2023). Italy’s privacy watchdog bans ChatGPT over data breach concerns Artificial intelligence (AI). The Guardian.
Mitchell, E., Lee, Y., Khazatsky, A., Manning, C.D., & Finn, C. (2023). DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature.
Moran, Chris (2023). ChatGPT is making up fake Guardian articles. Here’s how we’re responding. The Guardian.
Perrigo, B. (2023). Exclusive: OpenAI Used Kenyan Workers on Less Than $2 Per Hour to Make ChatGPT Less Toxic. The Times.
Rogers, A. (2023). The new Bing is acting all weird and creepy — but the human response is way scarier. Insider.
opinion (the human role)
Schaeffer, R., Miranda, B., & Koyejo, S. (2023). Are Emergent Abilities of Large Language Models a Mirage?
Schwitzgebel, E., Schwitzgebel, D., Strasser, A. (2023). Creating a Large Language Model of a Philosopher.
Shanahan, M. (2023). Talking About Large Language Models.
Smith, G. & Funk, J. (2023). A World Without Work Here We Go Again Mind Matters.
Srivastava, A. et al. (2022). Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Strasser, Anna (2023). On pitfalls (and advantages) of sophisticated Large Language Models.
Thorp, H. (2023). ChatGPT is fun, but not an author. Science, 379(6630), 313-313.
Verma & Oremus (2023). What happens when ChatGPT lies about real people. The Washington Post.
Walker (2023). Belgian man dies by suicide following exchanges with chatbot. Brussels Times.
Whang (2023). Can Intelligence Be Separated From the Body? New York Times.
Woodcock, C. (2023). AI Is Tearing Wikipedia Apart. Vice.
Wolfram, S. (2023). What Is ChatGPT Doing … and Why Does It Work.