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Lennart Heim, a researcher and information scientist at RAND Corporation, joins Azeem Azhar to unpack a provocative claim: China is catching up with US AI capabilities, but it doesn't matter. Timestamps: (00:00) Episode trailer (01:19) Lennart’s core thesis (03:26) Why compute matters so much (07:31) The investment split between model R&D and model execution (11:18) How test-time compute impacts costs (16:14) The geopolitics of compute (21:32) Why does the U.S have more compute capacity than China? (25:01) The trade-off between economic needs and national-security needs (31:54) How technology change might shift the battlegrounds (35:33) Dealing with compute and power concentration (48:19) Concluding quick-fire question Lennart's links: Azeem's links: This was originally recorded for "Friday with Azeem Azhar", a new show that takes place every Friday at 9am PT and 12pm ET. You can tune in through Exponential View on Substack. Produced by supermix.io and EPIIPLUS1 Ltd |