Robot foundation models are accessible, but debugging failures remains hard

lukas_m_ziegler · x · 2026-09-01

Qualia Robotics notes that while robot foundation models are widely accessible, most developers struggle to diagnose why their models fail. The company is building solutions to address this training and debugging bottleneck. Their closed beta is temporarily paused, with limited partner slots expected upon reopening.

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