US policy squeezes talent and data just as AI needs both
The US proposed a $100k charge for international students to do post-graduate work. Commenters called it a self-inflicted wound, predicting academic brain drain "like a greedy cup siphon" and wondering when Europe starts serious recruiting. Another thread covers a $1.8B global commitment to AI-ready biological data. The first reply noted that the current US administration is taking formerly public datasets offline.
The two are the same story from different sides. Talent and open data are the raw inputs for both research and startups, and the US is making both harder to get while other countries and funders invest. A related older thread had founders asking again to restore the Section 174 software R&D deduction, a reminder that US tax and visa policy keeps adding cost to hiring engineers.
The counterpoint in the threads is that this is political theater that may not survive, and that foreign talent will keep finding ways in. Nobody argued it helps founders.
So what?
If you rely on international hires, plan for higher cost, longer timelines or remote and offshore teams. Founders in biotech and data-heavy fields should watch where public datasets move, since the best ones may end up hosted abroad. Treat US immigration risk as a line item in your hiring plan.