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Developmental Atlas of Attention Head Specialization: Spacing, Stranding, and the Capacity Tax of BPE Tokenization. ~50% of attention heads in standard BPE are mandatory whitespace boundary recovery. Merge barriers eliminate the tax.
Merge Barriers in BPE Tokenization: How Tokenizer Design Causally Determines Attention Head Specialization. Paper, 23 eval scripts, 86 result files, tokenizer definitions, 4 model checkpoints.