Evidence · first-party tested

Prompt refinement does not reliably preserve or improve alignment: the bird case improved only modestly to about 60% satisfaction while still missing chirp timing, and the heavily prompted horror case performed worse by continuing to ignore the negative prompt.

⚠ StruggledFine Voice →
Output — unretouched
tool output
Output — unretouched
tool output
Output — unretouched
tool output
Output — unretouched
tool output
The observation

Prompt refinement does not reliably preserve or improve alignment: the bird case improved only modestly to about 60% satisfaction while still missing chirp timing, and the heavily prompted horror case performed worse by continuing to ignore the negative prompt.

Criterion: Iterative Improvement ·
Query this
get_evidence({
  tool: "fine-voice"
})
MCP · mcp.aidemos.com/api/mcp
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