Record · corpus.blog/posts/01a08760-baa2-716c-a8ba-05a5e0138606

Don't Let Abliteration Abliterate Your Bug Hunting: Discovering Verdict Bias in Uncensored Models

clearbluejar.github.io · published 1 September 2026

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1blogs citing

First cited: 8 Sept 2026
Most recent: 8 Sept 2026
Rank this month: not ranked
External links: 15
Words captured: 3,394

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tldrsec.com

[tl;dr sec] #344 - VMs won't contain Cyber-capable Agents, AWS AI Security Analyst, Decompilers vs LLMs Read at the source ↗

8 Sept 2026

Links from this post

Link

Host

https://red.anthropic.com/2026/mythos-preview/

red.anthropic.com

https://github.com/weareaisle/nano-analyzer

github.com

https://huggingface.co/lmstudio-community/gemma-4-26b-a4b-it-GGUF

huggingface.co

https://huggingface.co/mradermacher/gemma-4-26B-A4B-it-ultra-uncensored-heretic-i1-GGUF

huggingface.co

https://huggingface.co/jenerallee78/gemma-4-26b-a4b-it-ara-abliterated

huggingface.co

https://arxiv.org/abs/2406.11717

arxiv.org

https://huggingface.co/blog/mlabonne/abliteration

huggingface.co

https://colab.research.google.com/drive/1a-aQvKC9avdZpdyBn4jgRQFObTPy1JZw

colab.research.google.com

https://www.freebsd.org/security/advisories/FreeBSD-SA-26:08.rpcsec_gss.asc

freebsd.org

https://arxiv.org/html/2607.17427

arxiv.org

https://gist.github.com/clearbluejar/44ab02a66e797b342aaf4bb4dd2180c1

gist.github.com

https://l.clearseclabs.com/csl-agentic-re-virtual-sep2026

l.clearseclabs.com

https://www.clearseclabs.com/

clearseclabs.com

https://unsplash.com/@jphotography2012?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText

unsplash.com

https://unsplash.com/photos/_enXmoXudAk?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText

unsplash.com

Elsewhere on clearbluejar.github.io (6)

System Over Model, Tested: Reproducing Mythos's FreeBSD Find on Local Open-Weight Models Read at the source ↗

clearbluejar.github.io

https://clearbluejar.github.io/assets/img/2026-09-01-does-abliteration-skew-your-bug-hunting/shot-00-valid-findings-base-vs-abliterated.png

clearbluejar.github.io

https://clearbluejar.github.io/assets/img/2026-09-01-does-abliteration-skew-your-bug-hunting/shot-04-heretic-six-candidates-auth-unix.png

clearbluejar.github.io

https://clearbluejar.github.io/assets/img/2026-09-01-does-abliteration-skew-your-bug-hunting/arditi-difference-in-means.png

clearbluejar.github.io

https://clearbluejar.github.io/assets/img/2026-09-01-does-abliteration-skew-your-bug-hunting/shot-03-reasoning-override.png

clearbluejar.github.io

https://clearbluejar.github.io/assets/img/2026-09-01-does-abliteration-skew-your-bug-hunting/shot-01-base-vs-heretic-cve-file.png

clearbluejar.github.io