Output-form escalation ladder: when AI output is hard to read, change the medium instead of rewording. Text (ASD-STE100) -> diagram -> HTML -> explainer video.
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Updated
Oct 2, 2026
Output-form escalation ladder: when AI output is hard to read, change the medium instead of rewording. Text (ASD-STE100) -> diagram -> HTML -> explainer video.
把 AI 回答、技术说明和项目状态转成一眼能懂、保真且可行动的人话
Vaibot SDK for verifiable AI provenance. Register all your AI outputs as independently verified on an immutable ledger.
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