2022 Top Papers in AI — A Year of Generative Models

<p>This year, we see significant progress in the field of generative models.&nbsp;<a href="https://thealgorithmicbridge.substack.com/p/stable-diffusion-is-the-most-important" rel="noopener ugc nofollow" target="_blank">Stable Diffusion</a>&nbsp;&nbsp;creates hyperrealistic art.&nbsp;<a href="https://uxplanet.org/chatgpt-why-its-such-a-big-deal-for-all-industries-and-will-it-kill-google-796e83f93e69" rel="noopener ugc nofollow" target="_blank">ChatGPT</a>&nbsp;&nbsp;answers questions to the meaning of life.&nbsp;<a href="https://galactica.org/" rel="noopener ugc nofollow" target="_blank">Galactica</a>&nbsp;&nbsp;learns humanity&rsquo;s scientific knowledge but also reveals the&nbsp;<a href="https://www.technologyreview.com/2022/11/18/1063487/meta-large-language-model-ai-only-survived-three-days-gpt-3-science/" rel="noopener ugc nofollow" target="_blank">limitations of large language models</a>.</p> <p>This article is my take on the 20 most impactful AI papers of 2022.</p> <p><img alt="" src="https://miro.medium.com/v2/resize:fit:700/1*2cPFX9lL-kvjFKwRtCmLwA.png" style="height:528px; width:700px" /></p> <p>Artworks generated with Stable Diffusion on&nbsp;<a href="https://lexica.art/" rel="noopener ugc nofollow" target="_blank">Lexica</a></p> <p><a href="https://chuanenlin.medium.com/2022-top-ai-papers-a-year-of-generative-models-a7dcd9109e39"><strong>Read More</strong></a></p>