Wednesday, August 27, 2025

Understanding the Economics of LLMs: A Response to Ed Zitron’s ‘AI Is a Money Trap’

Understanding AI’s Profitability: Cash Burn vs. Gross Margin

Investing in AI has captivated many, but are we truly grasping the economics behind these massive funding rounds?

In my latest analysis, I delve into the critical factors affecting the profitability of AI models, highlighting:

  • Investment Insights: Why investors remain bullish despite high cash burn rates.
  • Economic Units Breakdown: Understanding long-term potential beyond simple cash burn metrics.
  • Gross Margin Projections:
    • ChatGPT 4o with potential 12.8% gross margin.
    • ChatGPT OSS 120B could reach an impressive 89% gross margin.
    • Future estimates for ChatGPT 5 are likely to fall between 12.8% and 89%.

By comparing the economics of AI models to pharmaceuticals, I illuminate the real cost structures.

Curious about how investment strategies translate into profitability? Dive into the full breakdown and let’s redefine AI economics together!

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