Hacker News
- Generalized Language Models https://lilianweng.github.io/lil-log/2019/01/31/generalized-language-models.html 3 comments
- Transformer language models are doing something more general – LessWrong https://www.lesswrong.com/posts/YwqSijHybF9GFkDab/transformer-language-models-are-doing-something-more-general 9 comments
- Study: Large language models still lack general reasoning skills https://santafe.edu/news-center/news/study-large-language-models-still-lack-general-reasoning-skills 4 comments
- Large Language Models As General Pattern Machines https://arxiv.org/abs/2307.04721 35 comments
- Natural language benchmarks don’t measure AI models’ general knowledge well https://venturebeat.com/2020/08/12/natural-language-benchmarks-dont-measure-ai-models-general-knowledge-well-research-shows/ 69 comments
- InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning https://arxiv.org/abs/2305.06500 5 comments machinelearning
- Large language models (AI) surpass human experts in predicting neuroscience results, according to a new paper in Nature Human Behavior. When asked to predict scientific results based on past findings, general AIs did better than experts, with a neuroscience trained AI doing better than both. https://www.nature.com/articles/s41562-024-02046-9 9 comments science
- AndroMeta is a software platform for technical and scientific computing - machine learning and artificial intelligence in general, distributed and concurrent computing, language design, modeling and simulation http://dextk.org/andrometa/home.html 4 comments programming
- [R] LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models - University of Illinois 2023 https://arxiv.org/abs/2308.16137 2 comments machinelearning
- Testing theory of mind in large language models and humans - GPT4 generally performed as well as and sometimes exceeded humans, but it struggled with detecting faux pax. However, detection of faux pax was the only domain LLaMA2 scored better than humans. https://www.nature.com/articles/s41562-024-01882-z 99 comments science
- How close is AI to human-level intelligence? - Large language models such as OpenAI’s o1 have electrified the debate over achieving artificial general intelligence, or AGI. But they are unlikely to reach this milestone on their own. https://www.nature.com/articles/d41586-024-03905-1 110 comments futurology
- [R] Microsoft introduce Kosmos-1, a Multimodal Large Language Model (MLLM) that can perceive general modalities, learn in context (i.e., few-shot), and follow instructions (i.e., zero-shot) https://arxiv.org/abs/2302.14045 82 comments machinelearning