In the demo, you didn’t show the process of cleaning and labeling data, does your product do that somehow, or do you still expect the user to provide that after connecting the data source.
A lot of people here focus on the political side of this topic, so I want to share an engineering perspective instead.
At the core, solving any problem really follows the same pattern: first you figure out what the problem is, then you set up a way to measure it, come up with a possible solution, and test it against your measurement. If it works, keep going. If it doesn’t, try something else. The key is just running this loop quickly enough. This process applies no matter what kind of problem you’re tackling—engineering, politics, or social issues.
The U.S. has this loop at the company level. China has this loop at the local government level.
In China, the central government decides what the goals are and how they are measured, and then the local governments carry out the implementation. Local officials who perform well against those measures get promoted; those who don’t are demoted.
If the U.S. really wants to build this kind of feedback loop at the government level, voters need to judge election candidates based on their track record, not just campaign rhetoric. And for that to happen, the country needs a well-educated population with strong critical thinking skills.
I should also add that China has been operating this way for thousands of years. It’s not without problems, though—like the old saying goes: when a measure becomes a target, it ceases to be a good measure.
For example, GDP used to be the main measure of success. That pushed local governments to chase higher GDP numbers at all costs—regardless of whether the projects were actually practical or useful. This led to overbuilding, unnecessary construction, and even ghost towns.
Would you care to elaborate? Why does it have to follow the leader in manufacturing? shouldnt the world reserve currency also be the most available? If it’s not dollar then what’s the alternative? Yuan isn’t an open currency, impossible for it to replace dollars as the world reserve currency.
The risk of China taking Taiwan by force, unprovoked, in the near future is vastly overblown, in my opinion. Everyone involved, including China, prefers the status quo. If there’s one thing to know about war, it’s that it’s unpredictable. China hasn’t been involved in a war for decades, and while its military looks good on paper, its actual performance in a real war still unknown. Failing to win or even losing a war with Taiwan would mean saying goodbye to its global dominance ambitions, and weaken Xi's leadership.
The Chinese are strategic and patient. They just need to wait a few more years until they are able to blockade the entire island for long period of time. Then they can potentially take the island without firing a single shot. they don’t need to take on this kind of risk right now.