What question did this study set out to answer?

To introduce Odu-256 Archetypal Curriculum Mixing (O-ACM) as a novel curriculum strategy for organizing training data.

June 3, 2026Open Access

Odu-256 Archetypal Curriculum Mixing: Symbolic Taxonomic Weighting for Training Data Distribution

Key Points

To introduce Odu-256 Archetypal Curriculum Mixing (O-ACM) as a novel curriculum strategy for organizing training data.
Developed a curriculum strategy that organizes training examples along symbolic taxonomic coverage and HeartScale alignment weight.
Constructed a 256-cell grid using the Ifa divination system's Odu signs.
Implemented an inference-time routing structure based on the training taxonomy.
Showed comprehensive representation of all 256 cells in the archetypal grammar.
Established that training taxonomy functions effectively as an inference-time routing structure.
Outlined successful integration of the oracle JSON-RPC namespace for runtime function.

Abstract

We present Odu-256 Archetypal Curriculum Mixing (O-ACM), a curriculum strategy that organizes training examples along two independent axes: symbolic taxonomic coverage (ensuring all 256 cells of a 16x16 archetypal grammar are represented) and HeartScale alignment weight. The 256-cell grid is constructed from the Ifa divination system's 16 major Odu signs crossed with 16 minor signs. O-ACM is the first curriculum strategy where the training taxonomy is also the inference-time routing structure. The oracle.* JSON-RPC namespace provides the runtime face of the Odu table.

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