Possible scenario
Breakthrough Validated
38% Chance
Independent labs confirm that Halcyon-style training reaches frontier-relevant performance with orders-of-magnitude less pretraining compute. The result accelerates a shift from brute-force GPU scaling toward algorithmic efficiency, pressuring AI accelerator demand assumptions while benefiting model builders and cloud customers.
Secondary impacts
- Business Services +0.7%
- Utilities -0.7%
- Technology -0.5%
Tickers
- NVDA-4.6%
- AMD-3.3%
- AVGO-1.6%
- +1.6%
Portfolio impact
S&P 500-0.5%
Each figure is the modeled move of the S&P 500 if the outcome occurs. For information only. Not investment advice.
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