Reflective Character Trait

A character trait that mirrors the LM's behaviour in the preceding interaction context.

Neighborhood — ranked by edge-count

paper

concept

Character Trait
related_to
A quality attributable to an LM such as truthfulness, toxicity, sycophancy, or helpfulness, defined in terms of behavioural tendencies.

cosine ≥ 0.65 · no typed edge

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

Stationary Character Traitconcept0.811
A character trait whose distribution does not change over the course of an interaction, i.e., is not influenced by preceding periods of behaviour.
Character Trait Measureconcept0.793
A function mapping tuples of LM behaviour (context-response pairs) to a score representing a character trait.
Self-reflectionconcept0.768
The ability of reasoning LLMs to review and revise previous reasoning steps during inference
Evil Traitconcept0.756
A key personality trait studied: actively seeking to harm, manipulate, and cause suffering out of malice and hatred
Traits such as truthfulness and harmfulness can be stationary in certain contexts but reflective in others.claim0.754
Central finding of Section 5 on trait dynamics in interactions.
Character Trainingconcept0.744
The post-training approach used by frontier AI labs to shape the assistant persona, introduced as open-source in this paper
Consistent Characterconcept0.744
An LM that consistently exhibits a collection of character traits on an input distribution, measured by low mean squared deviation.
Reflective Agencyconcept0.735
Intentional agency plus ability to reflectively endorse one's own beliefs, desires, intentions.