Close Menu
Alpha Leaders
  • Home
  • News
  • Leadership
  • Entrepreneurs
  • Business
  • Living
  • Innovation
  • More
    • Money & Finance
    • Web Stories
    • Global
    • Press Release
What's On
Veloce Adds Extreme H Hydrogen Racing To Motorsport Promotions Empire

Veloce Adds Extreme H Hydrogen Racing To Motorsport Promotions Empire

15 July 2026
Kevin Ryan’s AlleyCorp raises new 5 million fund, all in on early-stage bets

Kevin Ryan’s AlleyCorp raises new $335 million fund, all in on early-stage bets

15 July 2026
Heralding The Next Chapter Of AI Governance For The Public Sector

Heralding The Next Chapter Of AI Governance For The Public Sector

15 July 2026
Facebook X (Twitter) Instagram
Facebook X (Twitter) Instagram
Alpha Leaders
newsletter
  • Home
  • News
  • Leadership
  • Entrepreneurs
  • Business
  • Living
  • Innovation
  • More
    • Money & Finance
    • Web Stories
    • Global
    • Press Release
Alpha Leaders
Home » AI’s reliance on patterns can lead to ‘mediocre’ results, warns CEO of design consultancy IDEO
News

AI’s reliance on patterns can lead to ‘mediocre’ results, warns CEO of design consultancy IDEO

Press RoomBy Press Room11 December 20252 Mins Read
Facebook Twitter Copy Link Pinterest LinkedIn Tumblr Email WhatsApp
AI’s reliance on patterns can lead to ‘mediocre’ results, warns CEO of design consultancy IDEO

Can AI be used to generate original work rather than mere “slop”? That’s the question facing many designers who both hope to leverage AI’s power to generate and refine new ideas quickly, and worry about their ability to compete with a flood of AI-generated, yet subpar, content.

Yet Mike Peng, the CEO of design consultancy IDEO, thinks that human creativity, enhanced by AI, could be the path forward for designers. 

AI’s pattern recognition capability can make it an incredibly powerful tool, noted Peng at Fortune Brainstorm Design in Macau on Dec. 2. But its reliance on averages can lead to “somewhat mediocre” results, he warned.

“Creativity is all about not being mediocre and being on the edge,” he added.

Similarly, AI is excellent at iteration, but only creativity can determine where to apply those iterated ideas. “This comes from taste, curation, discernment—you need to know where to look,” Peng advised.

And while AI might outperform humans in terms of execution, or how to get from “point A to point B,” bringing it to life requires creativity and empathy, which Peng said “can only be done by folks like us.”

So how best to inculcate a creative mindset and unlock the power of AI? “The only way we can get better at it—and the only way we as creative people, as designers, can become superpowered—is to be able to experiment” Peng said.

Playfulness, curiosity and experimentation, along with human-centered design are, hallmarks of IDEO, the world-renowned global design and innovation consultancy founded in Palo Alto in 1991. Peng took over as IDEO’s CEO earlier this year, after spending five years as chief creative officer of Moon Creative Lab, a venture studio affiliated with Japan’s Mitsui.

“There is no play without friction,” Peng noted. “Play is about overcoming something, achieving something.” That’s counter to companies often trying to make their products and services faster and easier to use. To avoid mediocrity, “we have to play, we have to experiment, we have to be on the edge” with new technology, he said.

IDEO, he notes, is “in the business of creating something that AI cannot exactly do on its own.” Yet, for him, the human superpower remains understanding human complexity and interactions.

After all, Peng urged, creatives and designers will “be the ones to bring this experience to life.”

Correction, Dec. 10, 2025: An earlier version of this article misstated Mike Peng’s previous position at Moon Creative Lab.

Brainstorm Design
Share. Facebook Twitter Pinterest LinkedIn Tumblr Email Copy Link

Related Articles

Kevin Ryan’s AlleyCorp raises new 5 million fund, all in on early-stage bets

Kevin Ryan’s AlleyCorp raises new $335 million fund, all in on early-stage bets

15 July 2026
Richard Branson warns copying his 5 a.m. routine will cause ‘more burnouts than breakthroughs’

Richard Branson warns copying his 5 a.m. routine will cause ‘more burnouts than breakthroughs’

15 July 2026
The 4 trillion Great Wealth Transfer means more businesses are now being inherited than purchased

The $124 trillion Great Wealth Transfer means more businesses are now being inherited than purchased

15 July 2026
Muangthai Capital’s new CEO Parithad Petampai navigates succession and microfinance scrutiny

Muangthai Capital’s new CEO Parithad Petampai navigates succession and microfinance scrutiny

15 July 2026
Topgolf’s CEO thinks the sport’s next star could get their start at one of its driving ranges

Topgolf’s CEO thinks the sport’s next star could get their start at one of its driving ranges

15 July 2026
A new FCC proposal could spell the end of the burner phone

A new FCC proposal could spell the end of the burner phone

15 July 2026
Don't Miss
Unwrap Christmas Sustainably: How To Handle Gifts You Don’t Want

Unwrap Christmas Sustainably: How To Handle Gifts You Don’t Want

By Press Room27 December 2024

Every year, millions of people unwrap Christmas gifts that they do not love, need, or…

Exclusive: DeFi platform Azura launches after raising .9 million from Initialized

Exclusive: DeFi platform Azura launches after raising $6.9 million from Initialized

22 October 2024
Sam Altman’s World Wants To Scan Your Eyes To Prove You’re Human

Sam Altman’s World Wants To Scan Your Eyes To Prove You’re Human

22 October 2024
Stay In Touch
  • Facebook
  • Twitter
  • Pinterest
  • Instagram
  • YouTube
  • Vimeo
Latest Articles
SIVGA Launches Its New Lyrebird Hybrid In-Ear Monitors

SIVGA Launches Its New Lyrebird Hybrid In-Ear Monitors

15 July 20261 Views
The 4 trillion Great Wealth Transfer means more businesses are now being inherited than purchased

The $124 trillion Great Wealth Transfer means more businesses are now being inherited than purchased

15 July 20263 Views
BYD’s Bold Plan To Beat Tesla In The Humanoid Robot Race

BYD’s Bold Plan To Beat Tesla In The Humanoid Robot Race

15 July 20262 Views
Muangthai Capital’s new CEO Parithad Petampai navigates succession and microfinance scrutiny

Muangthai Capital’s new CEO Parithad Petampai navigates succession and microfinance scrutiny

15 July 20261 Views

Recent Posts

  • Veloce Adds Extreme H Hydrogen Racing To Motorsport Promotions Empire
  • Kevin Ryan’s AlleyCorp raises new $335 million fund, all in on early-stage bets
  • Heralding The Next Chapter Of AI Governance For The Public Sector
  • Richard Branson warns copying his 5 a.m. routine will cause ‘more burnouts than breakthroughs’
  • SIVGA Launches Its New Lyrebird Hybrid In-Ear Monitors

Recent Comments

No comments to show.
About Us
About Us

Alpha Leaders is your one-stop website for the latest Entrepreneurs and Leaders news and updates, follow us now to get the news that matters to you.

Facebook X (Twitter) Pinterest YouTube WhatsApp
Our Picks
Veloce Adds Extreme H Hydrogen Racing To Motorsport Promotions Empire

Veloce Adds Extreme H Hydrogen Racing To Motorsport Promotions Empire

15 July 2026
Kevin Ryan’s AlleyCorp raises new 5 million fund, all in on early-stage bets

Kevin Ryan’s AlleyCorp raises new $335 million fund, all in on early-stage bets

15 July 2026
Heralding The Next Chapter Of AI Governance For The Public Sector

Heralding The Next Chapter Of AI Governance For The Public Sector

15 July 2026
Most Popular
Richard Branson warns copying his 5 a.m. routine will cause ‘more burnouts than breakthroughs’

Richard Branson warns copying his 5 a.m. routine will cause ‘more burnouts than breakthroughs’

15 July 20263 Views
SIVGA Launches Its New Lyrebird Hybrid In-Ear Monitors

SIVGA Launches Its New Lyrebird Hybrid In-Ear Monitors

15 July 20261 Views
The 4 trillion Great Wealth Transfer means more businesses are now being inherited than purchased

The $124 trillion Great Wealth Transfer means more businesses are now being inherited than purchased

15 July 20263 Views

Archives

  • July 2026
  • June 2026
  • May 2026
  • April 2026
  • March 2026
  • February 2026
  • January 2026
  • December 2025
  • November 2025
  • October 2025
  • September 2025
  • August 2025
  • July 2025
  • June 2025
  • May 2025
  • April 2025
  • March 2025
  • February 2025
  • January 2025
  • December 2024
  • November 2024
  • October 2024
  • September 2024
  • August 2024
  • July 2024
  • June 2024
  • May 2024
  • April 2024
  • March 2024
  • February 2024
  • January 2024
  • December 2023
  • March 2022
  • January 2021
  • March 2020
  • January 2020

Categories

  • Blog
  • Business
  • Entrepreneurs
  • Global
  • Innovation
  • Leadership
  • Living
  • Money & Finance
  • News
  • Press Release
© 2026 Alpha Leaders. All Rights Reserved.
  • Privacy Policy
  • Terms of use
  • Advertise
  • Contact

Type above and press Enter to search. Press Esc to cancel.