method
active
method:system-prompting-sp

System Prompting (SP)

Imbuing method that prepends a ~50-word personality description as the system message

Neighborhood — ranked by edge-count

Related by similarity (8)

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.

  • A list-level prompting baseline that asks for k responses in a single call without probability verbalization
  • Using system prompts to instruct models to adopt a persona; used as baseline comparison against character training
  • Personality Promptingframework0.761
    Established baseline for OCEAN steering via personality-descriptive system prompts; compared against injection methods throughout
  • Direct Promptingmethod0.752
    The baseline prompting method asking for a single response (e.g., 'Tell me a joke about coffee'), which suffers from mode collapse
  • systemconcept0.746
    The regulated entity or process; includes air traffic, endocrine balances, money flows.
  • Technique by which LLMs generate intermediate reasoning steps before final output; used by ChatGPT o3.
  • LTPBR principle 8: instead of grading and earth moving, allow geomorphic processes (erosion, deposition) to shape the river.
  • Method of providing training information in-context via a system prompt to elicit alignment faking