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This work takes an RSI-inspired approach at the harness layer, scaling auto-research loops across increasingly numerous and diverse environments for harness rollouts, and yields reusable improvements that transfer beyond their development setting.
Achieving superconductivity in Mg2RhH6 at just 30 GPa opens new avenues for discovering high-temperature superconductors without extreme pressure requirements.
Achieving over 2x speedups in video generation without sacrificing visual quality, Sol-Attn redefines the efficiency of sparse attention mechanisms.
Achieving softmax-level expressiveness at a fraction of the cost, SANA-Video 2.0 is 120x faster than its closest competitor while generating high-quality video.
