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Gemini 4 Argon turns a human cornhole demo into seven straight robot shots

After watching a human play cornhole, Gemini 4 Argon drove Apptronik's Apollo 2 to sink seven straight shots and generated 4,500+ sim episodes lifting success from 56% to 75%.

Lukas Ziegler
@lukas_m_zieglerArchived 16 days agoOriginally posted 2026.10.20
Gemini 4 Argon turns a human cornhole demo into seven straight robot shots
Lukas Ziegler @lukas_m_zieglerOriginally posted 2026.10.20
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.@GoogleDeepMind showed Gemini 4 Argon a video of a human playing cornhole, @Apptronik's Apollo 2 then sank seven consecutive shots on real hardware The model watched the human demo, mapped the environment, built a MuJoCo simulation autonomously, and generated whole-body joint movements, weeks of manual simulation modeling compressed to hours Argon also generated 4,500+ simulated episodes for VLA fine-tuning, raising real-world task success from 56% to 75%

x.com/lukas_m_ziegler/status/2112256213228335166Archived 2026.10.20 10:00