---
title: "Meaning & Key Takeaway of: One would expect that a surge of new…"
description: "\"One would expect that a surge of new automation opportunities in highly paid work would catalyze a surge of corporate investment in computer hardware a..."
image: "https://sms4smile.com/quotes/i/c0e/david-autor-14811_automation_one-would-expect-that-a-surge-of-new-aut_1469751.jpg"
---

#  One would expect that a surge of new automation…

![“One would expect that a surge of new automation opportunities in highly paid work would catalyze a surge of corporate investment in computer hardware and software. Instead, the opposite occurred.” quote by David Autor](https://sms4smile.com/quotes/i/c0e/david-autor-14811_automation_one-would-expect-that-a-surge-of-new-aut_1469751.jpg)   [Download](https://sms4smile.com/quotes/i/c0e/david-autor-14811_automation_one-would-expect-that-a-surge-of-new-aut_1469751.jpg) [Open image](https://sms4smile.com/quotes/i/c0e/david-autor-14811_automation_one-would-expect-that-a-surge-of-new-aut_1469751.jpg)

> “One would expect that a surge of new automation opportunities in highly paid work would catalyze a surge of corporate investment in computer hardware and software. Instead, the opposite occurred.”

[David Autor](https://sms4smile.com/quotes/author/david-autor/)

## About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Automation in high‑skill jobs didn’t spur hardware investment; market dynamics differ from expectations.

**In simple terms:** Automation didn’t boost hardware spend.

Key Takeaway

Re‑evaluate assumptions about tech investment.

Themes

automation investment labor market

Mood

analytical critical

Type

research commentary

When to use this quote

- corporate budgeting
- policy planning
- tech R&D

Key Concepts

economics technology policy innovation

Questions to Reflect On

- Why did firms not invest in hardware?
- What alternative investments rose?

A Different Perspective

Assumptions may overlook other investment drivers.

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