Tagged Posts | Learn to Write Effective Prompts

Filter Heads: How LLMs Naturally Select From Lists

Filter Heads: How LLMs Naturally Select From Lists

Build with Confidence

system ▸ craft prompts that behave as intended.

ingredients ▸ patterns, templates, tests.

ritual ▸ think → compose → guard → ship.

constraints ▸ clarity, grounding, reproducibility.

output ▸ reliable results, fewer retries.

Based on research published on arXiv

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