tommi/cri
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Format limitations as bullet list in PDF

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

15
paper.log
View File

@@ -1,4 +1,4 @@
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
restricted \write18 enabled.
%&-line parsing enabled.
@@ -435,12 +435,7 @@ Quan-ti-za-tion tested at f32/f16/bf16/int8/int4
[]
[2{/usr/share/texmf-dist/fonts/enc/dvips/cm-super/cm-super-ts1.enc}] [3]
[4] [5] (./paper.aux
Package natbib Warning: Citation(s) may have changed.
(natbib) Rerun to get citations correct.
)
[4] [5] (./paper.aux)
***********
LaTeX2e <2025-11-01>
L3 programming layer <2026-01-19>
@@ -451,11 +446,11 @@ Package rerunfilecheck Info: File `paper.out' has not changed.
Here is how much of TeX's memory you used:
12083 strings out of 467525
178010 string characters out of 5425861
607805 words of memory out of 5000000
607900 words of memory out of 5000000
40829 multiletter control sequences out of 15000+600000
639085 words of font info for 84 fonts, out of 8000000 for 9000
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
</usr/share/texmf-dist/fonts/type1/public/amsfonts/cm/cmbx10.pfb></usr/share/
texmf-dist/fonts/type1/public/amsfonts/cm/cmbx12.pfb></usr/share/texmf-dist/fon
ts/type1/public/amsfonts/cm/cmex10.pfb></usr/share/texmf-dist/fonts/type1/publi
@@ -469,7 +464,7 @@ public/amsfonts/cm/cmr17.pfb></usr/share/texmf-dist/fonts/type1/public/amsfonts
mf-dist/fonts/type1/public/amsfonts/cm/cmtt10.pfb></usr/share/texmf-dist/fonts/
type1/public/amsfonts/cm/cmtt12.pfb></usr/share/texmf-dist/fonts/type1/public/c
m-super/sfrm1095.pfb>
Output written on paper.pdf (5 pages, 196714 bytes).
Output written on paper.pdf (5 pages, 196804 bytes).
PDF statistics:
210 PDF objects out of 1000 (max. 8388607)
171 compressed objects within 2 object streams

BIN
paper.pdf
View File

Binary file not shown.

18
paper.tex
View File

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