Working notes and perspectives from the LAION community.https://laion.ai/enhttps://laion.ai/notes/voice-acting-arena/https://laion.ai/notes/voice-acting-arena/Today, LAION and TTS Arena are launching Voice Acting Arena - a platform for comparing AI voice acting, with human listeners evaluating the acting quality. Text-to-speech has made remarkable progress. Today's systems can sound clear, natural, fluent, and increasingly human. But sounding human is not the same as giving…Tue, 15 Sep 2026 00:00:00 GMTChristoph & Roberthttps://laion.ai/notes/summaries/https://laion.ai/notes/summaries/Abstract We present a comprehensive approach to democratizing access to scientific knowledge through large-scale, structured summarization of academic literature. We retrieved and processed 100 million research papers from the public internet , leveraging existing datasets from bethgelab , PeS2o , Hugging Face , and Co…Tue, 11 Nov 2025 00:00:00 GMTChristoph Schuhmann, Amarjot Singh, Andrii Prolorenzo, Andrej Radonjic, Sean Smith, and Sam Hoganhttps://laion.ai/notes/admin_bud-e/https://laion.ai/notes/admin_bud-e/LAION verfolgt seit seiner Gründung ein klares Ziel: die Demokratisierung von Künstlicher Intelligenz und zugängliche, faire Bildung für alle. Mit Bud-E 1.0 und School Bud-E 1.0 haben wir zu Jahresbeginn zwei browserbasierte Sprachassistenten bereitgestellt, die konsequent auf Privatsphäre , Offenheit und Datenhoheit s…Thu, 09 Oct 2025 00:00:00 GMTChristoph Schuhmann, Robert Kaczmarczykhttps://laion.ai/notes/rook/https://laion.ai/notes/rook/The field of artificial intelligence has long used strategic reasoning tasks as benchmarks for measuring and advancing AI capabilities. Chess, with its intricate rules and vast decision space, stands out as a particularly challenging domain. The game's complexity stems from its branching factor—the number of possible m…Mon, 20 Jan 2025 00:00:00 GMTJonathan Rahn, Jenia Jitsev & Qi Sunhttps://laion.ai/notes/laion-debate/https://laion.ai/notes/laion-debate/We’re pleased to announce the World's first Large Competitive Debate Dataset: LAION-Debate. LAION-Debate is a large Competitive debate dataset providing links to Competitive Debate Championships, discussions and prominent speakers intake and conversations posted on YouTube by University of Cambridge and University of O…Fri, 28 Jun 2024 00:00:00 GMTLAIONhttps://laion.ai/notes/open-gpt-4-o/https://laion.ai/notes/open-gpt-4-o/Technologies like the recently introduced GPT-4-OMNI from OpenAI show again the potential which strong multi-modal models might have to positively transform many aspects of our lives. A particularly impressive example of this is in the field of education. Imagine every person in the world having their own personal lear…Wed, 29 May 2024 00:00:00 GMTChristoph Schuhmannhttps://laion.ai/notes/laion-maintenance/https://laion.ai/notes/laion-maintenance/There have been reports in the press about the results of a research project at Stanford University, according to which the LAION training set 5B contains potentially illegal content in the form of CSAM. We would like to comment on this as follows: LAION is a non-profit organization that provides datasets, tools and mo…Tue, 19 Dec 2023 00:00:00 GMTLAION.aihttps://laion.ai/notes/cpretrain/https://laion.ai/notes/cpretrain/Introduction Large language models (LLMs), such as OpenAI's ChatGPT and similar chatbot products from other organizations, have recently gained widespread adoption. These models can extend text or respond to instructions in a natural and helpful manner. Despite the core technologies behind LLMs, namely the transformer…Tue, 16 May 2023 00:00:00 GMTRalliohttps://laion.ai/notes/letter-to-the-eu-parliament/https://laion.ai/notes/letter-to-the-eu-parliament/An Open Letter to the European Parliament: Protecting Open-Source AI for a Safe, Secure, and Sovereign Digital Future LAION, alongside prominent research institutions and developers, has penned an open letter to the European Parliament to express concerns about the draft AI Act's potential impact on open-source researc…Fri, 28 Apr 2023 00:00:00 GMTLAION.aihttps://laion.ai/notes/realfake/https://laion.ai/notes/realfake/We present the development and assessment of a binary classifier designed to distinguish between authentic images and images generated using Stable Diffusion (SD) v1.4. We will discuss the dataset employed, describe the model architecture, outline the training process, and present the results obtained. Furthermore, we…Wed, 12 Apr 2023 00:00:00 GMTChristoph Schuhmann, Ilia Zaitsevhttps://laion.ai/notes/general-gpt/https://laion.ai/notes/general-gpt/Introduction With the rapid explosion of large language models and utilization of their encompassing applications, most notably ChatGPT, there is a clear promise of more capable and useful AI models/systems. Often, such models are compared to us as humans using the Turing test or their performance on tasks relative to…Tue, 28 Mar 2023 00:00:00 GMTShivaen Ramshetty and Christoph Schuhmann