Format limitations as bullet list in PDF

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
2026-04-06 19:50:56 +07:00
parent dcb33e27bf
commit 2a4e0c9713
3 changed files with 16 additions and 19 deletions

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This is pdfTeX, Version 3.141592653-2.6-1.40.29 (TeX Live 2026/Arch Linux) (preloaded format=pdflatex 2026.3.11) 6 APR 2026 19:49 This is pdfTeX, Version 3.141592653-2.6-1.40.29 (TeX Live 2026/Arch Linux) (preloaded format=pdflatex 2026.3.11) 6 APR 2026 19:50
entering extended mode entering extended mode
restricted \write18 enabled. restricted \write18 enabled.
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@@ -435,12 +435,7 @@ Quan-ti-za-tion tested at f32/f16/bf16/int8/int4
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[2{/usr/share/texmf-dist/fonts/enc/dvips/cm-super/cm-super-ts1.enc}] [3] [2{/usr/share/texmf-dist/fonts/enc/dvips/cm-super/cm-super-ts1.enc}] [3]
[4] [5] (./paper.aux [4] [5] (./paper.aux)
Package natbib Warning: Citation(s) may have changed.
(natbib) Rerun to get citations correct.
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LaTeX2e <2025-11-01> LaTeX2e <2025-11-01>
L3 programming layer <2026-01-19> L3 programming layer <2026-01-19>
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Here is how much of TeX's memory you used: Here is how much of TeX's memory you used:
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1141 hyphenation exceptions out of 8191 1141 hyphenation exceptions out of 8191
75i,8n,79p,324b,518s stack positions out of 10000i,1000n,20000p,200000b,200000s 75i,8n,79p,324b,520s stack positions out of 10000i,1000n,20000p,200000b,200000s
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@@ -469,7 +464,7 @@ public/amsfonts/cm/cmr17.pfb></usr/share/texmf-dist/fonts/type1/public/amsfonts
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type1/public/amsfonts/cm/cmtt12.pfb></usr/share/texmf-dist/fonts/type1/public/c type1/public/amsfonts/cm/cmtt12.pfb></usr/share/texmf-dist/fonts/type1/public/c
m-super/sfrm1095.pfb> m-super/sfrm1095.pfb>
Output written on paper.pdf (5 pages, 196714 bytes). Output written on paper.pdf (5 pages, 196804 bytes).
PDF statistics: PDF statistics:
210 PDF objects out of 1000 (max. 8388607) 210 PDF objects out of 1000 (max. 8388607)
171 compressed objects within 2 object streams 171 compressed objects within 2 object streams

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@@ -237,15 +237,17 @@ weight edits. CRI modifies zero weights.
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\section{Limitations} \section{Limitations}
\textbf{Backbone lock-in}: reflexes don't transfer across models. \begin{itemize}
\textbf{Trigger collision}: similar activations fire incorrect reflexes. \item \textbf{Backbone lock-in}: reflexes don't transfer across models.
\textbf{Linear scan}: $O(n)$ retrieval; needs ANN past ${\sim}100$K reflexes. \item \textbf{Trigger collision}: similar activations fire incorrect reflexes.
\textbf{Per-position biases}: doesn't generalize to reformulations. \item \textbf{Linear scan}: $O(n)$ retrieval; needs ANN past ${\sim}100$K reflexes.
\textbf{One-shot rigidity}: no reinforcement or extinction. \item \textbf{Per-position biases}: doesn't generalize to reformulations.
\textbf{Post-bias degeneration}: instruct models loop after biases exhaust. \item \textbf{One-shot rigidity}: no reinforcement or extinction.
\textbf{Discrimination degrades with instruct tuning}: RLHF compresses \item \textbf{Post-bias degeneration}: instruct models loop after biases exhaust.
activation spaces (Qwen: 0.213 spread; Gemma E4B-it: 0.056). \item \textbf{Discrimination degrades with instruct tuning}: RLHF compresses
\textbf{Cross-precision fragility}: condition and trigger must match precision. activation spaces (Qwen: 0.213 spread; Gemma E4B-it: 0.056).
\item \textbf{Cross-precision fragility}: condition and trigger must match precision.
\end{itemize}
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\section{Conclusion} \section{Conclusion}