Value for Value ⚡️
Episode Summary
DeepSeek has everyone freaking out; we'll look at what's legitimately fascinating, what bits have been an overreaction, and the big mistake that made this all possible.
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Insights from over 2,000 Java users across six continents to reveal 2025 Java trends that are shaping key areas of enterprise technology. Nvidia sheds almost $600 billion in market cap, biggest drop ever — The sell-off, which hit much of the U.S. tech sector, was sparked by concerns about increased competition from Chinese AI lab DeepSeek.DeepSeek’s AI Model Tests Limits of US Curbs on Nvidia Chips DeepSeek-V3 Technical Report — We present DeepSeek-V3, a strong Mixture-of-Experts (MoE) language model with 671B total parameters with 37B activated for each token. To achieve efficient inference and cost-effective training, DeepSeek-V3 adopts Multi-head Latent Attention (MLA) and DeepSeekMoE architectures, which were thoroughly validated in DeepSeek-V2. Furthermore, DeepSeek-V3 pioneers an auxiliary-loss-free strategy for load balancing and sets a multi-token prediction training objective for stronger performance. We pre-train DeepSeek-V3 on 14.8 trillion diverse and high-quality tokens, followed by Supervised Fine-Tuning and Reinforcement Learning stages to fully harness its capabilities. Comprehensive evaluations reveal t