硅谷101
Silicon Valley practitioners explaining in Chinese, precise on technical detail
1:27:02Burning tokens to stack up agents is a transitional strategy, not the endgame
Silicon Valley is shifting from mindless token burning to careful accounting: a local open-source model can do real work on a dollar a day of electricity, yet when a genuinely hard problem shows up, a smarter model can still nail in one shot the answer a billion-token group chat could not argue its way to. Saving money and top-tier intelligence are not in conflict.
46:00AI Only Gets You Because Content Engineers Coached It, Line by Line
People who used to write the news have turned into AI's content engineers, breaking questioning, empathy and a sense of proportion down into training rules — that is where AI's ‘understanding’ of you comes from. But training on consensus also leads them to admit: great art will not grow out of this.
1:16:28American Money Controls 11 Premier League Clubs, and Football Is Not the Point
US capital now controls 11 Premier League clubs, and it has reached into UEFA commercial rights, broadcast distribution and the financing of player transfers; with media-rights income at its ceiling, it keeps playing by pushing valuations up and rolling assets through evergreen funds.
1:10:54Self-evolving AI could close the loop in six months, but the model will quietly drift
The inflection point for RSI is models becoming capable of long-horizon tasks. Apodex's chief scientist says the self-evolution loop could close in as little as six months, but recursive drift and the model's taste will need human gatekeeping for a long time yet.