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Auto-labeling turns 100K hours of robot data into a scaling policy

Pre-trained on auto-captioned real-world trajectories, it tops four benchmarks and learns new tasks in under 10 hours.

· “Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories”

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Light's symmetry dictates spin splitting in driven magnets

New rule predicts how laser polarization and phase switch odd-, even-, and mixed-parity spin splitting in one material.

· “Floquet spin-group framework and its application to light-tailored spin splitting in collinear magnets”

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  1. Higher-spin charges and the $L_{\Lambda} w_{1 + \infty}$ algebra in (A)dS$_4$ hep-th · arXiv submitted 2026-08-23 · Pith reviewed 2026-08-27 18:22 UTC
  2. On Samuels' Conjecture math.PR · arXiv submitted 2026-08-18 · Pith reviewed 2026-08-27 20:01 UTC
  3. Orthogonality Defects of HKZ-Reduced Bases math.NT · arXiv submitted 2026-08-24 · Pith reviewed 2026-08-28 00:30 UTC
  4. Isometry invariant valuations on spherical polytopes math.MG · arXiv submitted 2026-08-26 · Pith reviewed 2026-08-27 19:50 UTC
  5. Mirror descent algorithms with logarithmic barriers math.OC · arXiv submitted 2026-08-24 · Pith reviewed 2026-08-28 00:32 UTC
  6. Infinitesimal finite forcibility and step kernels math.CO · arXiv submitted 2026-08-22 · Pith reviewed 2026-08-27 18:44 UTC
  7. A Chow-Type theorem from asymptotic directions math.AG · arXiv submitted 2026-08-22 · Pith reviewed 2026-08-27 18:48 UTC
  8. Distance preservers for Lobachevsky space math.CA · arXiv submitted 2026-08-23 · Pith reviewed 2026-08-27 18:24 UTC
  9. Quantifying Nonstabilizerness of Codeword-Stabilized Codes quant-ph · arXiv submitted 2026-08-22 · Pith reviewed 2026-08-27 18:43 UTC
  10. Proof of the TuDeng Conjecture math.CO · arXiv submitted 2026-08-14 · Pith reviewed 2026-08-27 21:10 UTC
  11. Symmetry-agnostic stellarators for collisionless confinement physics.plasm-ph · arXiv submitted 2026-08-20 · Pith reviewed 2026-08-27 19:26 UTC
  12. The Higher-Dimensional Nitsche Conjecture: Sharp Bounds and Rigidity math.AP · arXiv submitted 2026-08-27 · Pith reviewed 2026-08-28 19:48 UTC