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FEM-ASM: Modular Language Computation
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Token Identity Is Not Meaning: What Fixed-Input Language Models Can Teach Us
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Emergent Semantics Beyond Token Embeddings: A GPT-like Transformer Learns with Frozen 16‑D Binary Token-ID Embeddings (n_embed=16)
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