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vector search @databricks | prev deep research @glean, ads ml @quora | cs @uwaterloo

TD report on CANADA's BRAIN DRAIN is really interesting. Canada is quietly losing its top talent to the United States in what economists call a silent brain drain. While Canada does a strong job educating highly skilled workers in STEM, engineering, and entrepreneurship, it struggles to keep them due to higher taxes that kick in at much lower income levels, limited opportunities to scale companies, weaker commercialization of ideas, and much better pay and growth potential south of the border. -> Talent leaves mainly through temporary US work visas rather than permanent moves -> Outflows are heavily concentrated among the highest skilled, especially in tech and advanced degrees -> Onward migration is worst among immigrants and top university graduates -> Canada has a missing middle of medium sized firms, relying instead on many tiny businesses and a few large ones -> Personal tax rates often exceed 50 percent in major provinces and apply at much lower thresholds than in the US -> Complex corporate tax rules push entrepreneurs toward tax planning instead of growth All of this weakens productivity, innovation, and domestic returns on education, making Canada a feeder system for the US economy REPORT: economics.td.com/ca-silent-brai…

BREAKING: Meta, $META, has begun making 8,000 global job cuts, starting with employees in Singapore.


Announcing HUD's RL environments for RSI hackathon! 🎉 Join us June 20–21 in SF if you're interested in RL and want to push the frontier forward! (w/$100,000+ in prizes and compute credits 👀)

People underestimate the intelligence gap between classmates at the same elite college. So I have a friend, let's call him Joe. Asian American, met him at one of those "gifted" summer programs. Top of his class at MIT CS, worked at a top quant hedge fund, also a YC founder. He is significantly smarter than me. One day I said "man, you were probably like the smartest kid at MIT when you were there." He looked at me like I had horns and said "dude not even close. There were so many times I felt dumb." He then told me about a classmate of his, let's call him Ron. White guy. He was a legendary math olympian, and MIT classmates called him the Great White Hope. Joe was struggling with a math problem set, no progress after hours of laborious work. He finally swallowed his ego and asked Ron for help. Ron was playing video games, thought for a few minutes, and solved it with very little effort. Joe was stunned. That was his come to Jesus moment when he realized the limits of his intelligence that nature endowed him with. That there were levels to this. I was reminded of this story when I read the Scott Wu profile on Colossus.









