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concept:constitution-relevant-promptsConstitution-Relevant Prompts
Hand-written and synthetically extended prompts tied to specific constitution assertions, used to improve sample efficiency of distillation
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Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Systematic modification of system prompt elements to identify which are necessary for alignment faking
- A prompt designed to increase self-observation scores in models, found effective in Koan Battery studies.
- Natural-language harness artifacts that encode standing behavioral rules, task policies, and reasoning procedures
- Established baseline for OCEAN steering via personality-descriptive system prompts; compared against injection methods throughout
- Using system prompts to instruct models to adopt a persona; used as baseline comparison against character training
- The invisibly prepended text that sets the scene for a dialogue and defines the character the agent will role-play
- The baseline prompting method asking for a single response (e.g., 'Tell me a joke about coffee'), which suffers from mode collapse
- Tests whether self-referential induction reliably elicits experience reports across model families vs. three matched controls