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The Year in Tech, 2024: The Insights You Need from Harvard Business Review (HBR Insights Series)
amazon.com
转：关于 DeepSeek 的研究和思考 (Archerman Capital)
关于这几天很火的 DeepSeek, 我们 (Archerman Capital) 做了一些研究和思考, 和大家分享, enjoy! 灰色部分是技术细节, 不感兴趣的可略过。
几个事实
1) DeepSeek 不是套壳不是蒸馏美国的大模型。 虽然中国有些大模型是套壳和蒸馏的, 但 DeepSeek 不是。
2) 核心架构还是基于 Transformer, deepseek 在架构、工程设计上进行了创新和工艺提升, 实现效率优化。架构上, 采用了混合专家模型 (MoE)、多头潜注意力 (MLA)、多令牌预测 (MTP)、长链式推理 (CoT)、DualPipe 算法等设计, 并进行了依赖强化学习 (RL)... See more
Technology Radar | An opinionated guide to technology frontiers | Thoughtworks
Vanya Seththoughtworks.com
Scott Belsky Talk at South Park Commons
Often designs from frustration
Right now, greater skill is being brought by compute and developing a democratization of many things (code, design, etc.). Because of this, taste will probably be the most important skill
Taste is derived from culture and overlap of industries
Because of that
High Performance I.T: Insights into IT leadership and delivering on the promise of technology
amazon.com