DeepSeek
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CrowdStrike: China-linked hackers attacked more than 200 organizations in 11 days using AI
According to CrowdStrike, a group linked to the Chinese state used AI models, including DeepSeek, to attack government and commercial organizations worldwide.
Tiny Harbor: Qwen 3.8 Flash Next Built a 3D Island in three.js in One Pass
On October 30, 2026, r/LocalLLaMA posted a run of a local build of Qwen 3.8 Flash Next in NVFP4: the model generated a website with a 3D village on an island and a video render. We break down what was actually done, why terrain from a single height function is a smart move, and why a single run cannot be called a benchmark.
Rivermark: how the agent harness benchmark for social media and print graphics is structured
On October 29, 2026, Reddit described the homemade agent harness Rivermark and a benchmark of 112 requests for social and print graphics. We break down the mechanics of the test, the three classes of input data, and why in the comparison of Claude Code + Sonnet 5.5 with DeepSeek and GLM Flash there is not a single number yet.