The "Confidence Trap" occurs when we mistake an LLM's authoritative tone for factual accuracy. In our April 2026 analysis of 1,324 turns, we achieved 99.1% signal detection, yet identified 0.9% silent, confident errors that bypassed single-model workflows
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All Screening of SWFL offers lanai screen repair in Cape Coral, FL and other surrounding areas. https://maps.app.goo.gl/NQPE88padJiDYV5R9
All Screening of SWFL offers lanai screen repair in Cape Coral, FL and other surrounding areas. https://maps.app.goo.gl/NQPE88padJiDYV5R9
All Screening of SWFL offers lanai screen repair in Cape Coral, FL and other surrounding areas. https://maps.app.goo.gl/NQPE88padJiDYV5R9
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All Screening of SWFL offers lanai screen repair in Cape Coral, FL and other surrounding areas. https://maps.app.goo.gl/NQPE88padJiDYV5R9
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