Analyst Argues Tier 3 AI Demand Will Outstrip Current Compute Capacity

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The overcapacity is if we stay in the Tier 1 to Tier 2 regime. If we hit Tier 3, then compute becomes super valuable, and whatever capacity we have right now will be insufficient.

10:10 AM · Jul 15, 2026

yup. The issue for a lot of organizations is that they were using low level humans as parts. replaceable. Clear Tier 1 jobs

5:47 PM · Jul 15, 2026

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Source Posts on X

The overcapacity is if we stay in the Tier 1 to Tier 2 regime. If we hit Tier 3, then compute becomes super valuable, and whatever capacity we have right now will be insufficient.

10:10 AM · Jul 15, 2026

yup. The issue for a lot of organizations is that they were using low level humans as parts. replaceable. Clear Tier 1 jobs

5:47 PM · Jul 15, 2026