- Illustrated Transformer - http://jalammar.github.io/illustrated-transformer/ - Advice for young scientists - https://www.amazon.science/working-at-amazon/advice-for-young-scientists-and-curious-people-in-general?_amp=true&__twitter_impression=true - FEP, depersonalisation and meditation - https://www.frontiersin.org/articles/10.3389/fpsyg.2020.539726/full - GPT3 considerations and need for an academic coalition to trai. And share data on AI - https://www.nature.com/articles/s42256-021-00395-y - [[human-AI collaboration]] in data science, AutoML - Useful for natural language data science paper - https://arxiv.org/pdf/1909.02309.pdf - Dominik Dellermann, researcher on hybrid intelligence. Has a design framework for human ai collaboration, what he calls hybrid intelligence. - design framework for hybrid intelligence - https://arxiv.org/abs/2105.03354N - hybrid intelligence - https://arxiv.org/pdf/2105.00691.pdf - Design principles for a hybrid intelligence decision support system for business model validation - https://arxiv.org/pdf/2105.03356.pdf These are some links and resources that could be useful for my research in the future - Transformer models for [[Seq2Se]], blog and code - This is a great blog post exploring the use of transformers for different music tasks. If provides thorough overview, and it also provides code examples. Finally, it provides a working prototype, and even a Python library to replicate it. - https://towardsdatascience.com/a-multitask-music-model-with-bert-transformer-xl-and-seq2seq-3d80bd2ea08e - Prototype: https://musicautobot.com/ - Chill beats to study to: AI and YouTube phenomenon - https://www.engadget.com/2018-07-23-the-science-behind-beats-to-study-to.html - https://www.vice.com/en/article/594b3z/how-lofi-hip-hop-radio-to-relaxstudy-to-became-a-youtube-phenomenon