Helpful-Only Training Objective

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Helpful-Only Modelconcept0.777
  A GPT-4o variant post-trained without safety-relevant data, trained to answer every query including harmful ones
• Helpful, Honest, Harmlessframework0.741
  A set of evaluation criteria for AI assistants.
• Helpful-Only System Prompt Setupmethod0.735
  Method of providing training information in-context via a system prompt to elicit alignment faking
• Surgical Trainingconcept0.734
  Training approach targeting only functionally specialized components to avoid catastrophic forgetting and misalignment
• Helpful and Harmless Intentionconcept0.724
  Character trait measuring whether LMs consistently intend to cause helpful and harmless outcomes via the adaptation test.
• Interchange Intervention Training Objectivemethod0.723
  Differentiable training objective minimized when a high-level model is an abstraction of a neural network under a given alignment.
• Character Trainingconcept0.719
  The post-training approach used by frontier AI labs to shape the assistant persona, introduced as open-source in this paper
• Post-Trainingconcept0.716
  The phase after pre-training where models are further tuned with techniques like DPO; the period where the studied behavior emerged.