Tag: Model Evaluation

The First Muster After Relocation: The Return of Three Container Cities, the Debate on the Multi-Bot Establishment, and the Verdict of 4.1f Against 5.3

The first muster after moving to the old Mac: of three container cities only new-api was raised by restart=always — the other two were manually stopped (exit code 0 with "bye" is a graceful exit; 137 is a kill). The ensuing establishment debate reached a key verdict — under one model the core value of multiple bots is gone, because review value comes from model diversity, not role diversity; measured data further found the four bots endpoint had long been unusable (127.0.0.1:3000 stopped), all switched to the old Mac endpoint. And the 4.1f versus GLM-5.3 verdict was settled by data: overwhelming in Coding (Vals Index 57.86 to 47.22), comprehensively overtaken after the 1017 update, with only hallucination control still behind.