AISN #47: Reasoning Models

<p> Plus, State-Sponsored AI Cyberattacks.</p> <p> Listen to the AI Safety Newsletter for free on Spotify or Apple Podcasts.</p><p><strong> Reasoning Models</strong></p><p> DeepSeek-R1 has been one of the most significant model releases since ChatGPT. After its release, the DeepSeek's app quickly rose to the top of Apple's most downloaded chart and NVIDIA saw a 17% stock decline. In this story, we cover DeepSeek-R1, OpenAI's o3-mini and Deep Research, and the policy implications of reasoning models.</p><p> DeepSeek-R1 is a frontier reasoning model. DeepSeek-R1 builds on the company's previous model, DeepSeek-V3, by adding reasoning capabilities through reinforcement learning training. R1 exhibits frontier-level capabilities in mathematics, coding, and scientific reasoning—comparable to OpenAI's o1. DeepSeek-R1 also scored 9.4% on Humanity's Last Exam—at the time of its release, the highest of any publicly available system.</p><picture></picture><p> DeepSeek reports spending only about $6 million on the computing power needed to train V3—however, that number doesn’t include the full [...]</p> <p>---</p><p><strong>Outline:</strong></p><p>(00:13) Reasoning Models</p><p>(04:58) State-Sponsored AI Cyberattacks</p><p>(06:51) Links</p> <p>---</p> <p><b>First published:</b><br/> February 6th, 2025 </p> <p><b>Source:</b><br/> <a href="https://newsletter.safe.ai/p/ai-safety-newsletter-47-reasoning?utm_source=TYPE_III_AUDIO&utm_medium=Podcast&utm_content=Source+URL+in+episode+description&utm_campaign=ai_narration" rel="noopener noreferrer" target="_blank">https://newsletter.safe.ai/p/ai-safety-newsletter-47-reasoning</a> </p> <p>---</p> <p>Want more? Check out our <a href="https://newsletter.mlsafety.org/?utm_source=TYPE_III_AUDIO&utm_medium=Podcast&utm_content=Episode+description+footer" target="_blank" rel="noreferrer">ML Safety Newsletter</a> for technical safety research.</p> <p>Narrated by <a href="https://type3.audio/?utm_source=TYPE_III_AUDIO&utm_medium=Podcast&utm_content=Narrated+by+TYPE+III+AUDIO&utm_term=center_for_ai_safety&utm_campaign=ai_narration" rel="noopener noreferrer" target="_blank">TYPE III AUDIO</a>.</p> <p>---</p><div style="max-width: 100%";><p><strong>Images from the article:</strong></p><a href="https://substackcdn.com/image/fetch/w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F872ba487-5b6a-484d-a542-4173781925fd_1600x1170.png" target="_blank"><img src="https://substackcdn.com/image/fetch/w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F872ba487-5b6a-484d-a542-4173781925fd_1600x1170.png" alt="undefined" style="max-width: 100%;" /></a><p><em>Apple Podcasts and Spotify do not show images in the episode description. Try <a href="https://pocketcasts.com/" target="_blank" rel="noreferrer">Pocket Casts</a>, or another podcast app.</em></p></div>