AbstractPhil/geometric-vocab

Research Update 9/13/2025 The MULTITUDE of tests I've ran show that with weighted decay these pentachora are more likely to collapse to zero than retain utility when trained directly. However, when used as a starting point and then only minorly shifted as a trajectory towards a goal, they are more likely to retain full cohesion and even be backtrackable. The constellations show that this is more than a probable solution, it's a likely solution to work. When the anchor [n, 1… See the full description on the dataset page: https://huggingface.co/datasets/AbstractPhil/geometric-vocab.

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