finding
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finding:causally-masked-attention-in-a-decoder-only-model-has-no-ordered-phase

Causally-masked attention in a decoder-only model has no ordered phase.

sacco-2025-topological.md
Frontmatter (9 fields)
{
  "doc": "sacco-2025-topological.md",
  "context": "Applies 1D scaling argument to transformer architecture; proves context length limitation is thermodynamic, not merely computational",
  "norm_label": "Causally-masked attention in a decoder-only model has no ordered phase.",
  "graphify_id": "proposition_2",
  "source_file": "sacco-2025-topological.md",
  "imported_from": "/Users/antonborzov/Documents/Research.nosync/papers/extract_typed_out/sacco-2025-topological/graph.json",
  "extracted_type": "finding",
  "source_location": "Proposition 2, §V",
  "graphify_file_type": "finding"
}

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    sacco-2025-topological.md