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Chatbot

42 stories tagged Chatbot · page 2 of 2

New Study Compares AI Refusal Steering Techniques for Safer Chat Models
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New Study Compares AI Refusal Steering Techniques for Safer Chat Models

Researchers compared two methods for steering refusal in AI chat models: Diff-in-Means (DiM) and Iterative Nullspace Projection (INLP). The study examined five open-weight models to see if INLP can match DiM effectiveness in controlling refusal behavior, using interventions like activation addition, directional ablation, nullspace projection, and counterfactual flipping. This could lead to more robust and steerable safety mechanisms in future AI assistants.

via ArXiv cs.AI#AI#Safety#Research
Why AI Chatbots Forget What You Just Told Them
research

Why AI Chatbots Forget What You Just Told Them

Researchers discovered why AI chatbots often lose track of conversations. They found that the AI's attention mechanism struggles to maintain focus on earlier instructions over multiple turns. This explains why chatbots sometimes seem forgetful or off-topic after long exchanges.

via ArXiv cs.AI#AI#Chatbot#Research