A Training-Time Sign Flip in IOI Circuit Formation : Code, data and analyses for paper accepted at the ICML 2026 Mechanistic Interpretability Workshop.
Does an SLT Local Learning Coefficient change in step with a small LM acquiring Portuguese grammar?
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.
Watching features form during Pythia training
Monitor AI usage caps for GPT, Claude, and Grok in one clean, local-first dashboard.
Longitudinal study of syntactic emergence in Pythia (BLiMP/Zorro) and its alignment with human language acquisition — U-shaped learning curves & age-of-acquisition correlation. NLP research project, ACL-format paper.
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