Close Menu
Alpha Leaders
  • Home
  • News
  • Leadership
  • Entrepreneurs
  • Business
  • Living
  • Innovation
  • More
    • Money & Finance
    • Web Stories
    • Global
    • Press Release
What's On
Saturday, July 4 Clues And Answers

Saturday, July 4 Clues And Answers

3 July 2026
‘It’s just his AI and my AI going back and forth’: how ‘social offloading’ erodes work relationships

‘It’s just his AI and my AI going back and forth’: how ‘social offloading’ erodes work relationships

3 July 2026
This Young Founder Wants Your Old Laptop To Have A New Life

This Young Founder Wants Your Old Laptop To Have A New Life

3 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Home » AI Technology Outdated? That’s Okay, Just Keep Moving
Innovation

AI Technology Outdated? That’s Okay, Just Keep Moving

Press RoomBy Press Room31 July 20254 Mins Read
Facebook Twitter Copy Link Pinterest LinkedIn Tumblr Email WhatsApp
AI Technology Outdated? That’s Okay, Just Keep Moving

One can be forgiven for thinking that everyone is mastering artificial intelligence, while they are scrambling to understand it and catch up. Let’s face it: no one knows where AI is going to take us. Not a year from now, not even a month from now. Everyone is experimenting and learning. Not even the chief information officer of one of the world’s leading technology providers can say with certainty where AI is taking things.

And that’s okay.

Today’s AI intelligence platforms and offerings are becoming outdated at a blinding pace. Which raises the question, where should one insert their investments, as there is the risk of pouring money into outdated technology? This typically doesn’t sit well with boards, or employees that have to depend on the technology.

But the worst strategy is to hold off and wait for the next iteration of the technology, because that day will never come.

That’s the word from Art Hu, CIO of Lenovo Global, who urged decision-makers to work with the AI they’ve got, which is more productive than waiting for new versions to come along – no matter how quickly they appear on the scene. Everything is uncertain, so don’t count on certainty, he said, speaking with CXOTalk’s Michael Krigsman in a recent interview. “Agility beats certainty as an AI investment strategy,” he said.

Accept that the AI technologies chosen today will not remain at the forefront for long. Hu shared Lenovo’s own approach to AI investment, which emphasizes “no regret” investments, even if the technology becomes outdated.

It’s not about perfection – it’s about adaptability and agility, he again emphasized. Too often, organizations get caught in “analysis paralysis,” unable to move forward because they are unsure how the technology will develop. Don’t wait for guaranteed outcomes that may never materialize, he said.

AI technology “is advancing at a rapid pace – almost by day or by week or by month,” Hu said. Analysis paralysis sets in because “the frontier seems to be moving so quickly,” and people don’t know how to handle it.

The best approach is to keep learning and tolerate ambiguity, he explained. At his company, that translates into AI decisions made by a cross-enterprise executive committee. “In terms of the investment question and our investment strategy, everyone is expected to engage, and that helps tremendously,” he said. “There’s no need to explain what we’re doing or why, and that really helps the team step forward.”

An important part of this open AI strategy is to take on the prevailing fear that AI is taking jobs away. This narrative “portrays workers as passive victims rather than active participants in change,” he said. “AI automates specific tasks within jobs, but humans still design job roles and define organizational goals.”

There’s a productivity benefit as well, “Software engineers who once spent only 10-15% of their time coding now have access to capabilities that previously required specialized designers or prototypers,” he explained. As a result, professionals are freed up to focus on higher-value activities, such as architecture, security, and business outcomes.

The key to successfully building an AI partnership is to “help teams break down their roles into tasks, identify which ones AI can enhance or replace, and restructure positions to focus on distinctly human contributions,” said Hu.

It’s important to reframe the AI discussion, he continued. “The point is to not lose momentum and to continue in the face of that uncertainty.”

For its part, Lenovo seeks to create “the environment that invites people in,” Hu related. “If you want to work in legal, if you’re in marketing, if you’re in finance, if you’re in HR, there’s something for you to work with that will help invite you in the door.”

That “pull” results in high levels of interest among employees, and a desire to learn more, he added.

Artificial Intelligence CXOTalk Lenovo
Share. Facebook Twitter Pinterest LinkedIn Tumblr Email Copy Link

Related Articles

Saturday, July 4 Clues And Answers

Saturday, July 4 Clues And Answers

3 July 2026
This Young Founder Wants Your Old Laptop To Have A New Life

This Young Founder Wants Your Old Laptop To Have A New Life

3 July 2026
Why The Neocloud Gold Rush Is Now Vendor-Financed

Why The Neocloud Gold Rush Is Now Vendor-Financed

3 July 2026
2 ‘Messy Habits’ That Actually Boost Productivity, By A Psychologist

2 ‘Messy Habits’ That Actually Boost Productivity, By A Psychologist

3 July 2026
Cherry’s New Compact Magnetic Switch Keyboard Uses TMR Technology

Cherry’s New Compact Magnetic Switch Keyboard Uses TMR Technology

3 July 2026
Ukraine Destroys Road And Rail Bridges To Cut Russian Supply Lines

Ukraine Destroys Road And Rail Bridges To Cut Russian Supply Lines

3 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
Why The Neocloud Gold Rush Is Now Vendor-Financed

Why The Neocloud Gold Rush Is Now Vendor-Financed

3 July 20261 Views
The greatest startup in history: What we can learn from America’s founders at today’s AI frontier

The greatest startup in history: What we can learn from America’s founders at today’s AI frontier

3 July 20262 Views
2 ‘Messy Habits’ That Actually Boost Productivity, By A Psychologist

2 ‘Messy Habits’ That Actually Boost Productivity, By A Psychologist

3 July 20262 Views
Trump claims Fed board is being ‘hostile’ and vows to continue Lisa Cook case

Trump claims Fed board is being ‘hostile’ and vows to continue Lisa Cook case

3 July 20261 Views

Recent Posts

  • Saturday, July 4 Clues And Answers
  • ‘It’s just his AI and my AI going back and forth’: how ‘social offloading’ erodes work relationships
  • This Young Founder Wants Your Old Laptop To Have A New Life
  • I argued with the father of open source for 2 years. Now the AI fight is the same — only bigger
  • Why The Neocloud Gold Rush Is Now Vendor-Financed

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
Saturday, July 4 Clues And Answers

Saturday, July 4 Clues And Answers

3 July 2026
‘It’s just his AI and my AI going back and forth’: how ‘social offloading’ erodes work relationships

‘It’s just his AI and my AI going back and forth’: how ‘social offloading’ erodes work relationships

3 July 2026
This Young Founder Wants Your Old Laptop To Have A New Life

This Young Founder Wants Your Old Laptop To Have A New Life

3 July 2026
Most Popular
I argued with the father of open source for 2 years. Now the AI fight is the same — only bigger

I argued with the father of open source for 2 years. Now the AI fight is the same — only bigger

3 July 20261 Views
Why The Neocloud Gold Rush Is Now Vendor-Financed

Why The Neocloud Gold Rush Is Now Vendor-Financed

3 July 20261 Views
The greatest startup in history: What we can learn from America’s founders at today’s AI frontier

The greatest startup in history: What we can learn from America’s founders at today’s AI frontier

3 July 20262 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.