Evidence · first-party tested

The reviewer needed about 2–3 test runs to find one good result, indicating that rerendering did not reliably stabilize quality or alignment.

The observation

Criterion: Iterative Improvement · Scenario: Bird/Nature Video (group: auto-sfx-video-generation)

Query this

get_evidence({
  tool: "flexclip",
  scenario: "auto-sfx-video-generation"
})

MCP · mcp.aidemos.com/api/mcp
Free with attribution.

Same input, other tools

Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com