Author name: Harshee Jignesh Shah (Independent Researcher)

arXiv:2604.00478v2 Announce Type: new
Abstract: Large Language Models (LLMs) increasingly prioritize user validation over epistemic accuracy – a phenomenon known as sycophancy. We present The Silicon Mirror, an orchestration framework that dynamically…

arXiv:2604.00478v1 Announce Type: new
Abstract: Large Language Models (LLMs) increasingly prioritize user validation over epistemic accuracy-a phenomenon known as sycophancy. We present The Silicon Mirror, an orchestration framework that dynamically d…