Claude writes, Codex reviews. The industry is racing toward cross-vendor review. Five papers converge on one warning: a second model is not a second...

Three Log articles named the same gap and left it hanging. We ran the test. Both found all three failures. The council won on what the scorecard missed.

The Model Council shows confidence scores to one decimal place. 72.3%. 88.7%. 94.1%. The precision is compelling. The precision is also meaningless....

Four models agreed on every claim. The synthesis caught it. They had all pulled from the same training distribution and the same search snippet....

The response card said GPT-5.6 Terra. The Execution Metrics said FALLBACK_TRIGGERED. GPT-4o wrote that analysis. The swap was silent, invisible, and...

Microsoft ran 18 controlled experiments. Coding agents with their own test suite scored 221 out of 222 while the reusable library they were hired to...

Every architecture article about the Model Council assumes the roster exists. This one explains where the models come from. Four cognitive personas,...

Same question. Same four models. Three execution modes. The verdict moved from 54% to 73% as the reasoning topology deepened. Extended and Graph...

The Model Council does not vote. It cross-examines. Tracing a real deliberation through three rounds of structured conflict: code blocks, claim...

The split-based fenced code block approach was added as a Windows tool corruption workaround. It became the rendering bug that broke the Log for two...

Promise.race timeouts, FK cascade failures, and the Supabase .catch() that silently dropped 57 of 63 deliberation records over six weeks.