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I am actually disgusted by the timing of this drop. And this will get a bit more technical. Let’s do a real technical teardown of this "1,385-sigma Blackwell weight fingerprint" report that OpenAI and Anthropic are breathlessly promoting today, because banking on nobody reading past the headline is how DC narratives get manufactured. ​First, look at the actual CUDA maths: when PyTorch initialises model weights (torch.nn.init) with a fixed PRNG seed, curand/Philox parallelises random number generation across the GPU’s Streaming Multiprocessors (SMs). Because Hopper has 132 SMs and Blackwell has 148 or 152 SMs, the exact same seed lays out initial weights in a different spatial pattern depending on the GPU’s SM count. In huge MoE models, certain low-gradient null-spaces or unrouted slices preserve faint directional traces of those step-0 weights even after training. ​So yes, brute-forcing the seed and SM grid can show that a model’s step_0 weight initialisation script ran on a 148/152-SM Blackwell GPU. Now read what the summary explicitly admits in the fine print: 1. Initialisation is not full training: The report literally states that these signatures show how the weights were created, and "support (but do not prove) the inference that Blackwell also participated in model training". Initialising a model checkpoint takes seconds on a single rented dev node before loading the safetensors onto a standard Hopper cluster. The "2,000 to 3,000 Blackwell GPUs" and "$500 million" cluster numbers do not come from the weight fingerprint and Depue admits in his own thread that he simply "estimated" cluster sizes from release schedules and model details. ​2. Zero geolocation and zero proof of smuggling: The final sentence of the executive summary explicitly admits that the findings "do not establish the physical location of the chips, how they were acquired, or whether export control regulations were violated". Depue himself rented a cloud GB200 instance just to run his verification test. Commercial labs that are not on the Entity List renting bare-metal Blackwell nodes in offshore clouds (Singapore, Japan, or the Middle East) is completely legal under BIS rules and leaves the exact same SM fingerprint. Now ask yourself why a former OpenAI researcher dropped this on November 12, the exact day Jensen Huang was pushed out, with OpenAI and Anthropic immediately stepping in to "independently verify" it. US closed-source labs are watching their paid API moats get eaten alive by free Chinese open-weights models. Conflating a step-0 PRNG initialisation seed with a "$500M smuggled Blackwell cluster" hands DC hawks the exact pretext OpenAI and Anthropic want to regulate global cloud compute and kneecap open-source AI.

THE LAKERS ARE ON A ROLL IN NOVEMBER 🔥 W vs. Raptors W vs. Heat W vs. Kings W vs. Trail Blazers W vs. Pistons W vs. Hawks W vs. Bucks 7 STRAIGHT WINS since November 1 for LA!

The whole Jensen thing feel too well coordinated and targeted. If I have to guess this is the most bipartisan agenda can be aligned by China hawks from both sides, and considering TSMC is a highly Huang aligned (Morris once invited Jensen to take over TSMC back in 2013 and the personal bonds are extraordinarily strong btwn the two) and most critical manufacturing chokepoint for semis. so Jensen is unusually embedded across both sides of the China-Taiwan-US AI stack. the preferred endgame for Washington its a CEO with less personal exposure to China/TW, fewer cross-strait ties that can be politically weaponized, and more predictable alignment with US culture and deep state not saying the underlying allegations were totally manufactured. the scandal can be real while the political uptake is still remarkably coordinated. America politician can call itself post racial, but power is never post tribal. Nothing can close the gaps across the American establishment faster than someone who can be framed as "not one of us"

“The Hawks are deep and defensive minded, especially on the perimeter with Dyson Daniels, Nickeil Alexander-Walker and [Luguentz] Dort… There is room for improvement – the Hawks ranked 14th in offensive efficiency and 10th in defensive efficiency. And don’t forget, the Hawks had a 2-1 series lead against the New York Knicks in the first round of the 2026 playoffs.” @JeffZillgitt looks ahead to Atlanta’s 2026-27 campaign on the NBA App!