Links for 2023-04-04
Self-Refine: Iterative Refinement with Self-Feedback https://selfrefine.info
Presents a novel approach that allows LLMs to iteratively refine outputs and incorporate feedback along multiple dimensions to improve performance on diverse tasks.
CAMEL: Communicative Agents for “Mind” Exploration of Large Scale Language Model Society https://www.camel-ai.org/
Self-healing code GitHub action pipeline using @LangChainAI and @OpenAI. https://twitter.com/calvinhoenes/status/1642441789033578498 (code: https://github.com/xpluscal/selfhealing-action-express)
LLM Modularity: The Separability of Capabilities in Large Language Models https://www.lesswrong.com/posts/j84JhErNezMxyK4dH/llm-modularity-the-separability-of-capabilities-in-large
"10-word quote": a short and simple failure mode of ChatGPT https://www.reddit.com/r/slatestarcodex/comments/1201v68/10word_quote_a_short_and_simple_failure_mode_of/
Language Models Can Predict Public Opinion https://arxiv.org/abs/2303.16779
Can ChatGPT Decipher Fedspeak? Yes! https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4399406
“ChatGPT is Inform8: interactive fiction with dual narration and action planes (both playable), dialogues, inner thoughts and the ability to argue about narration to change the course of action.” https://old.reddit.com/r/interactivefiction/comments/11z6p84/chatgpt_is_inform8_interactive_fiction_with_dual/
GPT-4 for “just-in-time” UI generation https://twitter.com/mlejva/status/1641151421830529042
York student uses AI chatbot to get parking fine revoked https://www.bbc.com/news/uk-england-york-north-yorkshire-65126772
By Cracking a Metal 3D-Printing Conundrum, Researchers Propel the Technology Toward Widespread Application https://www.nist.gov/news-events/news/2023/03/cracking-metal-3d-printing-conundrum-researchers-propel-technology-toward
Accelerating genetic design: Mixing and matching sequencing tools to build biological circuits faster https://centuryofbio.substack.com/p/accelerating-genetic-design
Sensory strength distinguishes imagination from reality https://www.nature.com/articles/s41467-023-37322-1
51% of American adults favored conducting “a major research program” into solar geoengineering when it was explained to them. 67% supported deploying it if the government found it to be “inexpensive, effective, and low-risk.” https://archive.is/b1LSn