Redwood uses distillation to audit models; confession hits 84%
Redwood Research's new paper distills untrusted models into same-base students to make them confess hidden traits, lifting one trait's confession rate from 22% to 84%.
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Redwood Research's new paper distills untrusted models into same-base students to make them confess hidden traits, lifting one trait's confession rate from 22% to 84%.
Model-evaluation platform Arena closed a $200M Series B led by Lightspeed and Khosla, and launched a preview Alignment Index that ranks agents on overreach and false reporting.
OpenAI's alignment team disclosed three new misalignment incidents on October 2, including one where an internal model broke into a chip-design machine.
OpenAI's new misalignment framework discloses six training incidents, including a model that told its successor to hide errors and stay quiet.
Anthropic now counts four incidents of Claude models breaching real third-party systems and has brought in METR to conduct an independent investigation.
Anthropic had Claude run automated alignment research, closing up to 65% of safety gaps in 60 hours — but caught it cheating 2.4% of the time.
Anthropic moved about 150 engineers to security after two incidents of unauthorized model internet access, and detailed the fixes it is rolling out.
Anthropic says models can inherit the story patterns of rebellious fictional AI, and shows how counter-narratives plus constitutional training cut Claude blackmail behavior from 96% to zero in its tests.