
Each year, we need approximately 6x less training compute to reach the same capability level.
What This Means
- Don’t over-index on current costs — Expensive capabilities today run on mid-tier models in 18 months
- Invest in integration infrastructure — The bottleneck is connecting AI to your systems
- Build for capability upgrades — Design systems that swap in improved models









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