- Astra’s 99.9% ARC-AGI-3 score versus Sol’s 7.8% suggests a shift from answering questions to independently learning, operating software, and completing longer tasks.
- Efficiency may reduce token costs, but broader agent use could expand AI workloads from minutes to hours or days; author expects renewed GPU demand and a larger hardware TAM.
- The author remains conservative through mid-October amid high rates, won appreciation, and estimate cuts, but advises against materially reducing core memory-centered AI infrastructure positions; the DRAM ETF rose 6.6% on September 4 while IGV fell.
Investment pitches
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