Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming — mentioned by themanmaran

Fri, 20 Feb 2026 05:02:40 GMT

Anthropic regularly publishes research papers on the subject and details different methods they use to prevent misalignment/jailbreaks/etc. And it's not even about fear of being sued, but needing to deliver some level of resilience and stability for real enterprise use cases. I think there's a pretty clear profit incentive for safer models. https://arxiv.org/abs/2501.18837 https://arxiv.org/abs/2412.14093 https://transformer-circuits.pub/2025/introspection/index.ht...

Paper and discussion history. A mention is not an endorsement.

Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming · HackerPapers discussions

Constitutional Classifiers: Defending against Universal Jailbreaks across Thousands of Hours of Red Teaming — mentioned by themanmaran