Evidence · first-party tested
The tool was unreliable: it could stall and return zero sources, leak internal instruction text into the final output, and even invent an assignee label instead of following the defined map.
⚠ StruggledGumloop →
The observation
The tool was unreliable: it could stall and return zero sources, leak internal instruction text into the final output, and even invent an assignee label instead of following the defined map.
Criterion: Reliability ·
Query this
get_evidence({
tool: "gumloop"
})MCP · mcp.aidemos.com/api/mcp
Free with attribution.
Free with attribution.
Real outputs, no retouching · every cell queryable via API & MCP · aidemos.com