The Software Efficiency Revolution: 6x Less Compute Each Year

The Software Efficiency Revolution

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

Read the full analysis on The Business Engineer.

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