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#ai Gemini Ultra vs GPT-4: Google Still Lacks the Secret Sauce | Beebom https://beebom.com/gemini-ultra-vs-gpt-4/

#ai Allen AI's new model based on its high quality text including academic publication corpus. OLMo Suite - a allenai Collection https://huggingface.co/collections/allenai/olmo-suite-65aeaae8fe5b6b2122b46778

#ai It seems that Huggingface has a lot of bargaining power. https://www.googlecloudpresscorner.com/2024-01-25-Google-Cloud-and-Hugging-Face-Announce-Strategic-Partnership-to-Accelerate-Generative-AI-and-ML-Development

#ai https://www.nature.com/articles/s41586-023-06747-5

#ai Simple yet deep. I love this piece of work. Nylund, Kai, Suchin Gururangan, and Noah A. Smith. 2023. “Time Is Encoded in the Weights of Finetuned Language Models.” arXiv [Cs.CL]. arXiv. http://arxiv.org/abs/2312.13401.

#ai Looks like Gemini is a handy tool for researchers. https://www.youtube.com/watch?v=sPiOP_CB54A

#ai https://www.stateof.ai/2023-report-launch

#ai Plotting Progress in AI - Contextual AI https://contextual.ai/plotting-progress-in-ai/

#ai New Bing can deal with this kind of imposed misinformation. The references can be used to confirm the answer. This is more reliable than chatGPT.

#ai AI Frontiers: AI for health and the future of research with Peter Lee https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkcy5ibHVicnJ5LmNvbS9mZWVkcy9taWNyb3NvZnRyZXNlYXJjaC54bWw/episode/aHR0cHM6Ly9ibHVicnJ5LmNvbS9taWNyb3NvZnRyZXNlYXJjaC85NTE3NTgwMC9haS1mcm9udGllcnMtYWktZm9yLWhlYWx0aC1hbmQtdGhlLWZ1dHVyZS1vZi1yZXNlYXJjaC13aXRoLXBldGVyLWxlZS8?ep=14 ---- A very cool discussion on the topic of large language models. They mentioned the early stage test of Davinci from OpenAI. The model was able to reason for AP in biology and many of the reasoning was surprising to them. Then Ashley asked the person from OpenAI why is Davinci reason like that and the person replied they don't know. Not everyone expected that kind of reasoning in LLM. In hindsight, "It is just a language model" is a very good question. Nowadays with GPT models, it seems that this question is not a question anymore because it is becoming a fact. What is in the training texts and what is language? Karpathy even made a joke about this: > The hottest new programming language is English https://twitter.com/karpathy/status/1617979122625712128?lang=en

#ai The performance is not too bad. But…given this is about academic topics, it sounds terrible to have this level of hallucination. https://bair.berkeley.edu/blog/2023/04/03/koala/

#ai https://github.com/dair-ai/Prompt-Engineering-Guide/blob/main/guides/prompts-advanced-usage.md