Chen Hang: Effective Token consumption. In the past, DingTalk’s KPIs were traditional productivity—usage of software features like attendance, approvals, and daily/weekly reports. Now Wukong is defined directly as digital productivity: it has nothing to do with which features you use, and everything to do with how many Tokens you consume and how much value you deliver.
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We use a principle called "graduated autonomy." New agents start with read-only access. As they prove reliable, they graduate to low-risk writes (creating calendar events, sending internal messages). High-risk actions (financial transactions, external communications, data deletion) either require explicit human approval or are simply off-limits.
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