Embodied AI at APEC: Three engineering risks seen by risk control engineers

I noticed an interesting detail: Zibianliang shared "best practices for serving people's livelihoods" at the APEC High-Level Dialogue on Digital Intelligence Empowerment. But the news reports only slapped on the "best practices" label without giving any actual engineering metrics like false positive rate, recall, or response latency. For an engineer who's been grinding in anti-fraud for years, best practices without metrics are like an online system without logs—you never know when it's gonna crash.