mirror of
https://github.com/wassname/evil_MoE.git
synced 2026-08-13 00:50:18 +08:00
paper: add verified related work (11 refs) + fix Huang->Deng first author
Related-work search (local qmd/gh/LW + Perplexity/Gemini/ChatGPT/Elicit), all arXiv ids verified HTTP 200, bibtex+abstracts via the bibtex MCP / arXiv scrape: - gradient-level reward hacking: ackermann2026gradreg (GR), liu2026harve (HARVE) - deletable-module precedent (pre-dates Cloud): zhou2023securityvectors - gradient-projection unlearning: shamsian2025orthograd (OrthoGrad), sun2026ogpsa - C2 generalisation: taylor2025schoolrewardhacks, nishimuragasparian2025rhgeneralize - weight-space contrastive direction: fierro2025weightarithmetic - shortcut gradient surgery: cao2026sart; survey: wang2026rewardhackingsurvey - idea provenance: mallen2025rhinterventions (AF) Fix: huang2026directional first author is Deng, Wenlong (arXiv 2605.25189); sync the cold-reader comment to 'Deng et al.' Co-Authored-By: Claudypoo <288921227+claudypoo@users.noreply.github.com>
This commit is contained in:
@@ -367,6 +367,7 @@ enough to route one as it forms.
|
||||
\bottomrule
|
||||
\end{tabular}
|
||||
\end{table}
|
||||
% TODO hmm a bit hard conceptually. not direction is... random direction? maybe it shoudl be alternative methods idk
|
||||
|
||||
\subsection{Long-run convergence}
|
||||
|
||||
@@ -439,7 +440,7 @@ extraction set, not only the in-distribution mode (Table~\ref{tab:generalisation
|
||||
one-liners are in docs/grad\_routing/related\_work.md.}
|
||||
\begin{itemize}
|
||||
% COMPREHENSION (cold-reader panel 2026-06-03): the keep-vs-remove inversion
|
||||
% takes two reads. State it plainly first: "Huang projects ONTO a clean
|
||||
% takes two reads. State it plainly first: "Deng et al. project ONTO a clean
|
||||
% direction; we project a hack direction OUT." Skeptic also flagged: zeroing
|
||||
% delta_S_hack at deploy == not-projecting at deploy, so "deletable knob vs
|
||||
% only-constrains-training" is thin unless argued; and we never measured
|
||||
|
||||
Reference in New Issue
Block a user