FE-011A LLM Blind Pilot

Purpose

FE-011A is an LLM-based blind pilot study testing whether Framework Engineering redesigns improve task performance compared with original frameworks.

Research Question

Do Framework Engineering redesigns improve the quality, consistency, evidence use, traceability, and actionability of outputs produced by blinded LLM participants?

Why LLM Pilot Before Human Study

This pilot tests the experimental instrument and study design before investing in human participants.

It does not replace human validation.

Frameworks Tested

• SWOT
• Five Whys
• OODA Loop

Directory Map

• protocol.md
• analysis-plan.md
• methodology-review.md
• scenarios/
• framework-packets/
• prompts/
• results/

Status

Draft Pilot

Warning

Results are provisional and do not constitute human validation.