The hybrid configuration scored 18/100 versus standalone's 14/100.
Nice to see @AlexGDimakis's advisor model idea getting adoption in the industry.
Frontier models are powerful advisors.
On @harvey's Legal Agent Benchmark, a GLM 5.1 worker using Claude Opus 4.7 as a sparse advisor reached 18/100 all-pass versus 14/100 for Opus alone, at 39% of the cost.
More on the harness design, advisor pattern, and training results: https://fireworks.ai/blog/open-source-agents-frontier-advisors
Positive users react with excitement to GLM 5.1 Worker with Claude Opus Advisor beating Opus alone on a legal benchmark, while negative users dismiss the claims as another buzzword cycle.
@madiator Boom @pgasawa @aczhu1326
Nice to see @AlexGDimakis's advisor model idea getting adoption in the industry.
@madiator @AlexGDimakis Model adoption is just another buzzword cycle, seen it all before.
@madiator @AlexGDimakis actually curious what the hit rate looks like at lower opus budgets
advisor pattern seems inevitable but the cost tradeoff still fuzzy
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