@AlexLuck9 while I do not believe it's a response to an event, having it fly over japan at the anniversary of marco polo bridge incident isn't a coincidence
Claude Fable 5 [max] wrote the first genuine (and fastest) megakernel ever submitted to KernelBench-Mega.
It was tested on: Kimi-Linear W4A16 batch-1 decode for RTX PRO 6000 Blackwell. Every prior model "won" it with a multi-kernel Triton pipeline that fails our single-fused-kernel authenticity gate
> Opus 4.8 at 14.4x
> GLM-5.2 11.1x
> GPT-5.5 4.3x
> Sonnet 5 4.0x.
Fable shipped 18.7x over reference, and torch.profiler shows exactly ONE cooperative kernel launch per decoded token. Int4 dequant (nibbles unpacked in-register, never materialized), conv+SiLU, KDA gated-delta state, MLA absorbed-latent attention with online softmax, MoE router + top-8 experts, RMSNorms, even the KV cache append all inside one launch, staged by 14 grid barriers. We overwrote its input buffers mid-audit to prove it recomputes on live data. It does.
The advantage grows with context. 17.8x at 2k, 18.9x at 8k, 19.5x at 16k. Longer context means a bigger KV cache and more attention work per token which is usually where a decode kernel bleeds. Keeping everything in one launch amortizes the fixed barrier overhead and the int4 GEMV stays bandwidth-bound, so the gap over the reference widens instead of closing.
It spent 64% of the session in silence timing the baseline, microbenchmarking grid barriers, deriving a ~29x bytes/token roofline, then wrote the whole kernel once, hit 14.4x on the first benchmark, and spent the last hour deleting barriers and making int4 dequant free (one LOP3 + HSUB2/HMUL2). The one regression it tried (finer split-K) it measured and reverted instead of rationalizing.
https://t.co/eXKN2sZMVr
CZ-10B's erector was moving back to the AB for the rocket. Currently, according to the NOTAMs, T-7 days for the CZ-10B maiden launch & cable catch.
🇨🇳 | The last believed survivor of the “Long March” during the Chinese Civil War celebrated her 105th birthday.
Her name is Wang Quanying, she joined the Red Army as a medic when she was only 14 years old.
Born into a Tibetan family in 1921, Sichuan province, she lost both parents by age one. From age five, she was forced into harsh labor.
When the Red Army entered her hometown, Wang was attracted by their policy of protecting the poor and joined the Women's Independent Regiment.
The one-year-long march starting in 1934 under the leadership of Mao Zedong is viewed as one of the most daring military manoeuvres in modern history.
The Chinese Communist Party defied all odds, including total defeat, by what is often described as sheer revolutionary willpower.
Starting with about 100,000 people, only around 8,000 survivors eventually made it to their destination in Yan'an.
During battles with the Nationalist forces led by Chiang Kai-shek, Wang Quanying was cut off from her unit and went into hiding in 1936. Authorities verified her as a veteran in 1984.
@procoder03092@scaling01 most probably because of lack of capacity as they're expecting an increase of usage, I expect the pricing in peak hours to go back to normal levels once they acquire enough compute
My new video is out. In this video, let's have an overview of China's ballistic missile arsenal from its V-2 derived first attempt to the ICBMs that can hit beyond 10,000 kms.
Link in the next post.
@endofhistory236@HandsOffDPRK@Ver51707900 they would get bombed and invaded if they tried to develop any, same thing can't be said about DPRK which were in a much better position to do so regardless of China's compliance with sanctions
Rostec's new 30mm programmable airburst round clearly in action, after so many years Russia might actually have a reliable way to shoot down such targets with SPAAGs
Редкие кадры боевой работы зенитно-артиллерийского комплекса ЗАК-30 «Цитадель» 92-го полка противодействия БпЛА 30-мм программируемыми боеприпасами воздушного подрыва по украинским БпЛА.
@HandsOffDPRK@Ver51707900@endofhistory236 DPRK borders Russia and China with China setting a precedent of direct military intervention to protect it, Cuba is an isolated island less than that's 100 miles away from the USA let's not be dumb and blame social progress for the predicament they're in
@AnalyticaCamil1@Civil74Reaper no they don't, all engines used in their current fighters are domestically produced. they produce better stronger engines than Russian ones nowadays