DeepSeek shows rapid vision gains: agent self-checks screenshots to build 3D scene

cedric_chee · x · 2026-10-17

DeepSeek says vision-related capabilities are advancing rapidly since vision was added to its flagship model, letting anyone describe an idea and build their own games. Developer cedricchee verified a detailed visual-reasoning trace, initially suspecting reward hacking before confirming it was genuine. The screenshot shows DeepSeek-V4.1-Flash building a voxel pagoda in 18m59s—48 steps, 234 tok/s, 5.6M tokens, 99.5% cache hit—reading its own preview screenshots, flagging issues like washed-out contrast and a floating pagoda, then iteratively repositioning trees, waterfalls, and colors.

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