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📈The top AI labs are losing market share. And that's actually bullish.
Three stages define the AI productivity cycle.
Stage 1: hardware wins
Stage 2: killer apps, real revenue
Stage 3: full flywheel — software drives hardware upgrades
We're not in Stage 3 yet. But the gap is closing fast. A year ago, top 3 AI labs held ~70% of usage. Now it's ~50%. The field is accelerating, more competition, faster cost declines, higher odds of breakthroughs. A healthier cycle means Stage 3 arrives sooner than you think.
We breaks it all down in Session 1 of the 2026 MacroMicro Economic Outlook — live now. Covering AI, semiconductors, tariffs, supply chains, and cross-asset allocation.
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