与「Flagship」相关的搜索结果

I have a major result to share. I’ve found conclusive forensic evidence that the top 4 Chinese AI labs—DeepSeek, Moonshot, MiniMax and Ant Group—have built their newest models on NVIDIA’s most advanced Blackwell chips, which are barred from export to China. This sounds insane, but I discovered that almost every AI model carries a hidden signature of the GPU that trained it. When a model is first set up, the starting values of its weights are laid out in a pattern that depends on the exact GPU. Each combination of GPU and seed number produces a unique pattern—a sort of fingerprint of the hardware used to create the model. Traces of that pattern survive training into the published model. Again, this evidence isn’t based on any insider information or leaking. It’s based on a forensic analysis of the model weights released by the companies themselves. I searched more than six trillion combinations of chip layout and seed number and matched them to open-weights models. In doing so, I found conclusive evidence that six Chinese AI models—including DeepSeek-V4-Pro, Kimi K3, and MiniMax-M3—were initialized on NVIDIA Blackwell systems. Four of the models match Grace Blackwell, the GB200 and GB300 parts in NVIDIA’s flagship liquid-cooled rack-scale systems. I then verified these results on real hardware. Running unmodified PyTorch with the seeds I’d recovered, a Blackwell B300 reproduced DeepSeek-V4-Flash’s untouched starting weights bit for bit, and a rented GB200 reproduced Kimi K3’s to a correlation of 0.999995. A Hopper H100 reproduced none of DeepSeek-V4-Flash’s, and changing the seed by one broke the match. (DeepSeek’s seed is 953049583 by the way.) The method also was verified to match 24 known open-weights models to the hardware that developers said they used. It is exceedingly unlikely that these results are a coincidence. Across six trillion combinations, the best accidental match should reach only about 8 sigma (i.e., eight standard deviations above what random chance would produce). The real matches range from 49 to 1,385 sigma, and even the weakest single test hits 20. These were data-center-scale training runs. With some analysis of release schedules and model details, I estimate that the largest, Kimi K3 and DeepSeek-V4-Pro, used 2,000 to 3,000 Blackwell GPUs each. Clusters of this size cost on the order of $150 to $200 million each to buy, and across these labs alone would add up to more than half a billion dollars of export-controlled GPUs, not counting experimental compute or otherwise. It’s quite likely that we see multi-billion dollar expenditure on export-controlled GPUs. I am highly confident in this result, and it has been independently verified by senior researchers at OpenAI and Anthropic. You can read the full report at There is much more I’ve identified about these models through other forms of checkpoint forensics like this, and will have more to share soon.

HUAWEI launches Mate90 Series, equipping all models with flagship τ chips, including Kirin 9050 Pro, the world's 1st chip with LogicFolding architecture. Executive Director & Chairman of the Board of Directors of the Consumer BG Yu Chengdong uncovers Linglong Full-Color Display!

HUAWEI launches the Mate90 Series, equipping all models with flagship τ chips, including Kirin 9050 Pro, the world's first chip with LogicFolding architecture. Watch the HUAWEI Mate90 Series and All-Scenario Product Launch highlights to learn about Huawei's latest innovations!

Can a Humbucker Guitar Sound This Funky? Today, I’m taking a look at my good friend Cory Wong’s signature guitar: @SterlingbyMM @corywong StingRay 2! At $749.99, it’s a much more accessible version of his flagship Music Man model ($2,299)!! @ernieball

HUAWEI launches Mate90 Series, equipping all models with flagship τ chips, including Kirin 9050 Pro, the world's first chip with LogicFolding architecture. Huawei Executive Director & Chairman of the Board of Directors of the Consumer BG Yu Chengdong showcases HUAWEI XMAGE Z10!

HUAWEI launches the Mate90 Series, equipping all models with flagship τ chips, including Kirin 9050 Pro, the world's first chip with LogicFolding architecture. Camera-grade optics; smartphone-level freedom. HUAWEI XMAGE Z10 puts pro-level imaging power right in one hand!

HUAWEI launches the Mate90 Series, equipping all models with flagship τ chips, including Kirin 9050 Pro, the world's 1st chip with LogicFolding architecture. The Mate Series evolved since 2013 into the pinnacle of luxury mobile engineering in an ultimate story of tech resilience!

HUAWEI launches the Mate90 Series, equipping all models with flagship τ chips, including Kirin 9050 Pro, the world's first chip with LogicFolding architecture. Watch Huawei Consumer BG CEO He Gang unbox and enjoy the beauty of photography with HUAWEI Mate90 Pro Max and XMAGE Z10!

🎉 Tiered Model Perks Are Officially Active Starting today at 15:00 (SGT), updated model perk structure is officially live! The newly integrated MiMo-V2.6-Flash spearheads the lineup at 90% OFF, flagship MiMo-V2.6-Pro debuts at 50% OFF, and popular Flash models enter the 70% OFF tier! remains dedicated to democratizing AI compute, making top-tier big models accessible, affordable, and stress-free for every developer! 👉 Start building now: