Lisa

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@Vol_Football wishes to keep them... so we greatly appreciate our fans celebrating and then...leaving them behind. #GoBigOrange

Introducing The AI Scientist: The world’s first AI system for automating scientific research and open-ended discovery! sakana.ai/ai-scientist/ From ideation, writing code, running experiments and summarizing results, to writing entire papers and conducting peer-review, The AI Scientist opens a new era of AI-driven scientific research and accelerated discovery. Here are 4 example Machine Learning research papers generated by The AI Scientist. We published our report, The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery, and open-sourced our project! Paper: arxiv.org/abs/2408.06292 GitHub: github.com/SakanaAI/AI-Sc… Our system leverages LLMs to propose and implement new research directions. Here, we first apply The AI Scientist to conduct Machine Learning research. Crucially, our system is capable of executing the entire ML research lifecycle: from inventing research ideas and experiments, writing code, to executing experiments on GPUs and gathering results. It can also write an entire scientific paper, explaining, visualizing and contextualizing the results. Furthermore, while an LLM author writes entire research papers, another LLM reviewer critiques resulting manuscripts to provide feedback to improve the work, and also to select the most promising ideas to further develop in the next iteration cycle, leading to continual, open-ended discoveries, thus emulating the human scientific community. As a proof of concept, our system produced papers with novel contributions in ML research domains such language modeling, Diffusion and Grokking. We (@_chris_lu_, @RobertTLange, @hardmaru) proudly collaborated with the @UniOfOxford (@j_foerst, @FLAIR_Ox) and @UBC (@cong_ml, @jeffclune) on this exciting project.

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"Life will never be the same, life is changing..." The @ALifeConf also changes wonderfully every year. This year's in Copenhagen was again unforgettable! This video confirms it!

What could be a fitting closing party for #ALife2024? Of course, an Algorave with @tidalcycles by @lildata

What could be a fitting closing party for #ALife2024? Of course, an Algorave with @tidalcycles by @lildata

Lisa Soros @err_more gives a great review of the creativity research and its promising connections to ALife and open-endedness "Read the Paper!" #ALIFE2024 @ALifeConf

The submission deadline for our (w/ @aueuaio & @err_more) workshop at #ALIFE2023 has been extended to May 30th! Check the updated dates on the website sites.google.com/view/alifefora… (You can still apply for reveiwing too!)