Prompt engineering for Claude’s 100K context window — multi-example & scratchpad
AI Impact Summary
Claude’s 100,000 token context window presents opportunities for processing extensive documents, but requires careful prompt engineering to maximize recall. The experiment revealed that providing multiple examples, utilizing a scratchpad with relevant quotes, and strategically positioning the question within the context significantly improved Claude’s ability to retrieve information from these long documents. This highlights the importance of iterative prompt design and experimentation when leveraging Claude’s extended context capabilities.
Affected Systems
Business Impact
Organizations utilizing Claude’s long context window will require dedicated prompt engineering efforts to ensure accurate information retrieval from large documents, potentially impacting the reliability of insights derived from these models.
- Date
- Date not specified
- Change type
- capability
- Severity
- medium