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Robust transition state search from noisy starting geometries. We achieve 100% saddle point convergence from 2Å-displaced molecules using Gentlest Ascent Dynamics with novel specialized manifold escape strategies. Supports HIP (ML) and SCINE (semi-empirical) backends.