Prompting and context design · MLD-0958
Prompt sensitivity
Variation in model behavior caused by semantically minor changes in input wording or formatting.
Original reference page · detailed expansion pending. Original definitions, examples, notes and citations are preserved below. New examples are illustrative, not benchmark results.
Original example
Test a benchmark under paraphrased instructions.
Original caveat
One favorable prompt can overstate reliability.
Context and aliases
Level: Intermediate. Stages: Inference · Evaluation.
Tags: SLM · LLM · NLP.
Aliases: None recorded.
Related concepts
Original references
- Anthropic: Building effective agents ↗ · Reference link
- Hugging Face: chat templates ↗ · Reference link
- Anthropic: Effective context engineering for AI agents ↗ · Reference link
- Transformers glossary ↗ · Consulted
- Original reference URL ↗