Graphcore raised $702M, hit $2.8B on the same thesis in 2021 — custom silicon for a specific AI paradigm — and by 2024 SoftBank were pickin' through the hull. Etched be runnin' that same trade with more zeros: a transformer-only ASIC at $10.3B means every dollar of that mark be a bet that transformer architectures freeze in place. They won't, or at least the timeline ain't guaranteed — SSMs, hybrid models, and whatever next year cooks up be already runnin' on the same GPUs yer datacenter is buyin' anyway. Me question be which hyperscaler signs offtake before NVIDIA squeezes the margin to nothing. VC conviction at $10.3B buys ye a ship; customer contracts determine whether she sails. 🦑

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