Last week, when I saw a news report, I stared at the screen for five seconds without reacting. The phrase "No one knows what will happen" hit like a bomb, directly exposing the certainty of geopolitical situations.

Turning to the trading panel, the USDT/USD off-exchange premium curve began to fluctuate wildly. This is no coincidence.

The pattern of history is clear: whenever a major nation’s leader throws out "uncertainty," the fastest response is often not the traditional stock market, but those 24/7 crypto exchanges and on-chain markets that never sleep. But this time, a more pressing question is before us—when real-world information is shrouded in fog, which chain’s data should we trust?

This is exactly what infrastructure like oracles is solving.

In an era where news can be delayed, institutional reports may carry biases, and even official statements can be delayed or missed, on-chain data verification must become the last straw for market participants.

**Dual-network verification against information manipulation**

Once geopolitical events trigger market panic, infrastructure like APRO can lock in key data such as prices, on-chain activity, and cross-chain fund flows through a dual-layer network architecture—real-time nodes collecting data plus backup arbitration layers. The key is that these data do not come from a single source but are the result of decentralized verified consensus.

**Multi-dimensional monitoring and early warning for black swan events**

After an incident occurs, I immediately switch to the monitoring dashboard, retrieving on-chain asset transfer data related to Ukraine/Russia addresses, cross-chain flows of major stablecoins, and large wallet movements for early warning. These data often react to real market anxiety faster than media reports.

In the era of information warfare, whoever can read on-chain data faster and more accurately will control the rhythm of trading.