LIAM McGRATHAN OPEN NOTEBOOK

Business & Economics · Topic 5 of 6

Emerging Industries

Where new technology meets new markets.

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  1. Artificial IntelligenceLive
  2. BiotechnologyOutlined
  3. Renewable EnergyOutlined
  4. Space IndustryOutlined
  5. Robotics & AutomationOutlined
  6. Quantum TechnologiesOutlined

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Emerging Industries · Study ST-08

AI Cost & Compute Economics

200× token inference deflation vs. $130M–$1B+ training clusters, Sparse MoE + MLA KV-cache, and cascade routing.

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AI Cost & Compute Economics

Chinchilla scaling, HBM3e memory-bandwidth roofline, Jevons Paradox in reasoning tokens, and Pandas code.

Open Macroeconomics · Study 01

The AI Iceberg Index & sector roles

2.2% visible tech adoption vs. 11.7% submerged skill exposure across 12 NAICS industries and 12 regional economies.

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Above and Beneath the Surface

Formal decomposition of the Iceberg Index, sector role matrices, and regional multipliers.

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