[r/LocalLLaMA] Heretic has FINALLY defeated GPT-OSS with a new experimental decensoring method called ARA

Summary

A new experimental decensoring method called Arbitrary-Rank Ablation (ARA) has been introduced for the 'Heretic' project. This method significantly reduces content refusals from GPT-OSS models, effectively 'defeating' their built-in censorship. It marks a substantial improvement over previous techniques, allowing users to get desired outputs without needing system messages.

Continue Reading

Explore related coverage about community news and adjacent AI developments: [r/ML] [D] MYTHOS-INVERSION STRUCTURAL AUDIT, [r/LocalLLaMA] karpathy / autoresearch, [r/ML] [R] Agentic AI and Occupational Displacement: A Multi-Regional Task Exposure Analysis (236 occupations, 5 US metros), [r/ML] Building behavioural response models of public figures using Brain scan data (Predict their next move using psychological modelling) [P].

Related Articles

• [r/ML] [D] MYTHOS-INVERSION STRUCTURAL AUDIT

  March 29, 2026

• [r/LocalLLaMA] karpathy / autoresearch

  March 10, 2026

• [r/ML] [R] Agentic AI and Occupational Displacement: A Multi-Regional Task Exposure Analysis (236 occupations, 5 US metros)

  April 7, 2026

• [r/ML] Building behavioural response models of public figures using Brain scan data (Predict their next move using psychological modelling) [P]

  April 5, 2026