Exponential View

Exponential View

πŸ“ˆ Data to start your week

AI at work ↑ Age of construction ↓ Chip power gap ↓ Cognitive shocks of heat and pollution ↑

Azeem Azhar and Hannah Petrovic
Dec 15, 2025
βˆ™ Paid

Hi all,

Here’s your Monday round-up of data driving conversations this week in less than 250 words.

Let’s go!


  1. AI at work ↑ Adoption grew from 40% to 45% between Q2 and Q3 this year. But the real growth is in light, frequent use throughout the week.

  2. Enterprise sales ↑ OpenAI reported 8x year-on-year growth in its ChatGPT enterprise use, led by technology, manufacturing and healthcare.

  3. Age of construction ↓ Construction productivity has been flat or falling across most rich countries since the 1990s, despite decades of automation and evolving manufacturing practices.

  4. The cost of letting chips go ↑ ​​Without any exports or smuggling, the US is projected to hold a 21x-49x lead in AI compute over China in 2026. Allowing unrestricted Hopper exports shrinks that lead to as little as ~1.2x-6.7x. (See EV#554)

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