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The DeepSeek documentary revealing just how much the world got wrong about R1, what motivates the man behind the company, and what's next. Do we already have hints about what will be in DeepSeek R2?
Incredible Editing: Hassan Iq.
Sources:
Liang Wenfeng 2023 Interview: https://web.archive.org/web/20241228030725/https://www.chinatalk.media/p/deepseek-from-hedge-fund-to-frontier
Liang Wenfeng 2024 Interview: https://web.archive.org/web/20241227111244/https://www.chinatalk.media/p/deepseek-ceo-interview-with-chinas
OpenAI Quote: https://cdn.openai.com/global-affairs/ostp-rfi/ec680b75-d539-4653-b297-8bcf6e5f7686/openai-response-ostp-nsf-rfi-notice-request-for-information-on-the-development-of-an-artificial-intelligence-ai-action-plan.pdf
Hide from Crowds: https://www.theguardian.com/technology/2025/jan/28/who-is-behind-deepseek-and-how-did-it-achieve-its-ai-sputnik-moment
Fled the Province: https://www.ft.com/content/d23a01d8-4256-4142-a52c-a393ed6df1bc
R1 Banned? https://techcrunch.com/2025/03/13/openai-calls-deepseek-state-controlled-calls-for-bans-on-prc-produced-models/
R2: https://www.reuters.com/technology/artificial-intelligence/deepseek-rushes-launch-new-ai-model-china-goes-all-2025-02-25/
DeepSeek V3 Paper: https://arxiv.org/pdf/2412.19437
DeepSeek R1 Paper: https://arxiv.org/pdf/2501.12948
Chat: https://chat.deepseek.com/
DeepSeek V1: https://arxiv.org/pdf/2401.02954
DeepSeek Coder: https://deepseekcoder.github.io/
DeepSeek Math: https://arxiv.org/pdf/2402.03300
DeepSeek MoE: https://arxiv.org/pdf/2401.06066
DeepSeek V2: https://arxiv.org/pdf/2405.04434
Anthropic CEO on DeepSeek: https://darioamodei.com/on-deepseek-and-export-controls?s=09
Liang Wenfeng: https://tv.cctv.com/2025/01/20/VIDEP7O5fkXufWLSm3J5pwkL250120.shtml
https://en.wikipedia.org/wiki/Liang_Wenfeng
Highflyer: https://www.bloomberg.com/news/articles/2021-12-29/china-s-top-quant-hedge-fund-high-flyer-apologizes-for-losses
https://www.wsj.com/articles/top-chinese-quant-fund-apologizes-to-investors-after-recent-struggles-11640866409
Jim Simons: https://en.wikipedia.org/wiki/Jim_Simons
Altman Hopeless Quote: https://www.youtube.com/watch?v=AiE7FsdRzz8&t=3096s
1-2 two years behind quote: https://www.youtube.com/watch?v=1egAKCKPKCk
2-year Frenzy: https://www.wired.com/story/google-openai-gemini-chatgpt-artificial-intelligence/
Bing Sydney: https://www.nytimes.com/2023/02/16/technology/bing-chatbot-microsoft-chatgpt.html
Botched Bard: https://www.cnbc.com/2023/02/10/google-employees-slam-ceo-sundar-pichai-for-rushed-bard-announcement.html
Weights Visualized: https://hackaday.com/wp-content/uploads/2024/11/LLM-Anim-visualization.gif?w=800
MoE, credit Maarten Grootendorst: https://substackcdn.com/image/fetch/w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F101e8ddc-9aa7-4e24-92fc-78d25da73399_880x656.png
https://zilliz.com/blog/why-deepseek-v3-is-taking-the-ai-world-by-storm
Post Training credit Zhangjunlin: https://miro.medium.com/v2/resize:fit:1400/1*sCowcm-iJq9M3MOh6lorQg.png
Shoggoth Meme: https://huyenchip.com/assets/pics/rlhf/2-shoggoth.jpg
Value Model vs GRPO: https://community.aws/_next/image?url=https%3A%2F%2Fassets.community.aws%2Fa%2F2ra6RfOUylhUM8M3eDEMfDlB3l7%2FScre.webp%3FimgSize%3D1698x894&w=3840&q=75
Welch Labs: https://www.youtube.com/watch?v=0VLAoVGf_74&t=2s
Chip smuggling: https://www.theinformation.com/articles/nvidia-ai-chip-smuggling-to-china-becomes-an-industry?rc=sy0ihq
‘AI War’: https://scale.com/blog/win-the-ai-war
Forbes $6m: https://www.forbes.com/sites/markminevich/2025/02/06/the-6-million-ai-bombshell-how-deepseek-shook-wall-street-and-ai-leadership/
Outside Money: https://www.theinformation.com/articles/deepseek-weighs-raising-outside-money-for-first-time?utm_source=twitter&utm_medium=organic_social&utm_campaign=article_post&rc=sy0ihq
Spark x1: https://news.cgtn.com/news/2025-01-15/China-releases-Spark-X1-deep-reasoning-model-that-packs-a-punch-1AbIq8PzzEI/p.html
Doubao 1.5 Pro: https://www.aibase.com/tool/35837
https://team.doubao.com/zh/special/doubao_1_5_pro
Kimi 1.5: https://arxiv.org/pdf/2501.12599v1
o1-o3, OpenAI: https://openai.com/index/learning-to-reason-with-llms/
Semi-analysis on R1: https://semianalysis.com/2025/01/31/deepseek-debates/
Perplexity 1776: https://www.perplexity.ai/hub/blog/open-sourcing-r1-1776
OpenAI Counter-narrative: https://www.theguardian.com/technology/2025/jan/29/openai-chatgpt-deepseek-china-us-ai-models
DeepSeek Banned?: https://www.independent.co.uk/tech/deepseek-ai-us-ban-prison-b2692396.html
Guards to stop DeepSeek team leaving China: https://www.theinformation.com/articles/deepseek-national-treasure-china-now-closely-guarded?rc=sy0ihq
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