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Words Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detection
Authors: Asif Shahriar, Hongyu Cai, Hadjer Benkraouda, Gang Wang, Z. Berkay Celik Published: ...
arxiv:cs.AI
arxiv:cs.CR
MESA: Prioritizing Vulnerable Communication Channels for Securing Multi-Agent Systems
Authors: Kunyang Li, Kyle Domico, Jonathan Gregory, Patrick McDaniel Published: 2026-06-29 Categories: cs.CR, cs.AI ...
arxiv:cs.AI
arxiv:cs.CR
When I m looking at a dashboard, I want to be able to pin a few metrics (maybe 3) that if I pin them, I get high level
statistics about them. For example if I pin user_feedback on traces, I should see ...
c/ui
design
enhancement
Questions to answer
- When does a change require an RFC vs. the lightweight dated decision log?
- Where do RFCs live and how are they reviewed/accepted?
Timebox
Post-1.0; pre-1.0 uses the decision ...
ai-governance
backlog
Context
Deferred from the PM-framework adoption (#286).
Goal
Make the repo REUSE-compliant with SPDX headers/licensing metadata.
Acceptance criteria
- [ ] SPDX license identifiers (or .reuse/dep5) ...
ai-governance
backlog
C$^{2}$R: Cross-sample Consistency Regularization Mitigates Feature Splitting and Absorption in Sparse Autoencoders
Authors: Haoran Jin, Xiting Wang, Shijie Ren, Hong Xie, Defu Lian Published: 2026-06-29 ...
arxiv:cs.AI
arxiv:cs.LG
Context
Deferred from the PM-framework adoption (#286). The decision log records DCO sign-off as intentionally deferred pre-1.0.
Goal
Require a Developer Certificate of Origin sign-off on contributions. ...
ai-governance
backlog
DOPD: Dual On-policy Distillation
Authors: Xinlei Yu, Gen Li, Qingyi Si, Guibin Zhang, Yuqi Xu, Congcong Wang, Shuai Dong, Kaiwen Tuo, Xiangyu Zeng,
Kaituo Feng, Qunzhong Wang, Yang Shi, Xiaobin Hu, Xiangyu ...
arxiv:cs.AI
Affected version: 26.6.1 Component: SnapshotInstaller.downloadSnapshot / install / atomicSwap Severity: HIGH
Summary
Every durability boundary in the install pipeline relies on the page cache only: extracted ...
bug
Self-Evolving World Models for LLM Agent Planning
Authors: Xuan Zhang, Wenxuan Zhang, See-Kiong Ng, Yang Deng Published: 2026-06-29 Categories: cs.AI, cs.CL
Links: abs | pdf
Abstract
World models offer ...
arxiv:cs.AI
arxiv:cs.CL

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