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- Idea
Liang Wenfeng: CUDA's dominance is crumbling, but NVIDIA's moat runs deeper
Published Jul 23, 2026DeepSeek founder Liang Wenfeng argues that AI can now generate code quickly, eroding CUDA's ecosystem moat, benefiting AMD and domestic GPUs. However, NVIDIA's edge lies in the inseparable combination of CUDA, co-designed compute systems, and industry ecosystem investments, which is hard to overcome.
- Nvidia
- CUDA
- DeepSeek
- AMD
- 梁文锋
- 国产GPU
- Tutorial
Tired of manually entering 7-Eleven receipt numbers? Use Gemini to extract them with a photo
Published Jul 23, 2026A user shares a tip: take a photo of a 7-Eleven receipt, use Gemini with a prompt to extract serial numbers, saving manual entry.
- Gemini
- automation
- OCR
- 日常活用
Full audio transcript of DeepSeek founder Liang Wenfeng's investor exchange meeting, discussing company strategy and technical roadmap.
- DeepSeek
- 梁文锋
- 投资者交流
DeepSeek V4 GA is out: MoE with 1.6T params (49B active), hybrid attention CSA+HCA, FP4 Lightning Indexer reducing KV cache by 98%, 1M context. Coding benchmarks leading, API $0.14/M tokens (14-29x cheaper than Claude). Open source under MIT.
- DeepSeek V4
- 开源
- MoE
- CSA
- HCA
- FP4
- News
US Accuses China's Moonshot AI of Stealing Anthropic's Fable to Build Kimi K3; No Public Evidence Yet
Published Jul 23, 2026The White House alleges that Chinese startup Moonshot AI stole Anthropic's Fable model to create Kimi K3 and used restricted Nvidia GB300 chips via Thailand. The Treasury may sanction models built with stolen IP, but Moonshot hasn't commented.
- Kimi K3
- AI知识产权
- 中美科技竞争
- News
Study: ChatGPT-aided learning leads to worse memory retention than traditional methods
Published Jul 23, 2026A randomized controlled trial found that using ChatGPT for unrestricted learning impairs long-term memory due to reduced cognitive exercise. Paper: 'ChatGPT as a cognitive crutch'.
- ChatGPT
- 学习
- 记忆
- 研究
- 认知
Leaked recording of DeepSeek founder Liang Wenfeng's internal investor meeting, with AI extracting 52 key insights covering NVIDIA, AI roadmap, commercialization, US-China gap, and more.
- DeepSeek
- AI产业
- 梁文锋
- 投资人会议
Moonshot confirms the open-source release of Kimi K3 weights on Hugging Face scheduled for July 27. Users can subscribe for notifications now.
- 开源
- Hugging Face
- Kimi K3
A tweet suggests that DeepSeek founder Liang Wenfeng made a fortune in the stock market, allowing him to invest in AGI without worrying about costs, even donating hundreds of millions annually. His AGI vision is genuine.
- AGI
- DeepSeek
- 梁文锋
A security team demonstrates using Kimi K3 with a simple prompt to automatically search for and write a zero-day exploit for Redis 8.6.x, using 64 subagents, gdb, and fuzzing. They also found vulnerabilities in major brands and plan to disclose responsibly.
- 零日漏洞
- Kimi K3
- 安全测试
- AI辅助 hacking