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Deciphering ancient scripts typically fails when characters mutate drastically across dynasties, but modeling script drift as continuous Neural ODE trajectories bridges 3,000 years of morphological divergence from Oracle Bone to modern characters.
ReTree not only boosts answer accuracy by up to 25.6 percentage points but also streamlines context management for long-horizon search agents.
Adaptive execution horizons can boost task success rates by over 11% while reducing runtime overhead in Vision-Language-Action models.
