# Winning AI race requires practical use

> Advanced AI models are less important than putting them to real-world use.
- Title: Winning AI race requires practical use · Nikkei Asia
- Summary: Advanced AI models are less important than putting them to real-world use. Winning the AI race depends on practical applications, not advanced model…
- Keywords: ai race, practical use, advanced models, productivity, ai applications, real-world use, news, business, world, Winning, race, requires
- Source: Nikkei Asia — https://asia.nikkei.com/opinion/the-unglamorous-reality-of-winning-the-ai-race
- Published: 2026-10-03T20:05:13+00:00
- Read time: 1 min
- Topics: ai race, practical use, advanced models, productivity, ai applications, real-world use, news, business, world
## The unglamorous reality
Winning the ai race requires practical applications, not advanced model development.
## Key insight
The article states that advanced ai models are less important than practical applications for winning the ai race.
## Author background
Bruno S. Sergi is an instructor at harvard university's sustainability and global development practice graduate programs.
## Author background
Kevin Chen is chief economist and cio of horizon financial and partner and cio of coinbridge.
## AI conference
A humanoid robot worked on a battery module production line during the 2026 world ai conference.
## Key takeaway

Winning the AI race depends on practical applications, not advanced model development.