Evidence brief
The post says NVIDIA researchers built SparDA, adding a Forecast projection beyond Q, K, and V to use the previous layer to predict the KV blocks needed by the next layer; this variant makes decoding 1.7x faster and improves long-reasoning accuracy by 6.5 points.
The post says NVIDIA researchers built SparDA, adding a Forecast projection beyond Q, K, and V to use the previous layer to predict the KV blocks needed by the next layer; this variant makes decoding 1.7x faster and improves long-reasoning accuracy by 6.5 points.
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Source attributionX · @akshay_pachaar
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UnslothAI says 2-bit NVIDIA Nemotron 3.5 Lightning used only 22GB VRAM to run tool calling continuously for 10 minutes. During the process, the model cited more than 80 websites, executed code, and searched 10 real locations; it can be run and trained via Unsloth Desktop.
Original source@op7418 said, based on circulating screenshots, that DeepSeek Harness will enter public beta today, and further speculated whether it will be released together with model details for 0813. The post did not provide verified external-link text.
Original sourceLTX launched the LTX-2.5 model with native ComfyUI integration; on a setup with 2 NVIDIA GB200s, generating a 10-second 720P video takes 6.8 seconds, and LTX-2.5 Fast is priced at $0.09 per second.
Original sourceAIHOT said DeepSeek V4 Pro official release and Grok 4.6 were released within two hours of each other, with parameter sizes of 1.6T and 1.5T respectively, and were described as approaching the Claude Fable 5 experience.
Original sourceGoSailGlobal cited Crunchbase data saying 195 new unicorns were added globally in the first half of 2026, surpassing the 193 for all of 2025; robotics and AI neolab led the way, with 38 new ones in China and 110 in the U.S.
Original source