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Innovation can be challenging, even for companies with a clean slate. Those who have an established track record of 15 or more years of business must navigate history, culture, product lines, and other entrenched forces that can be both assets and inhibitors.
Training data begat large language models—and ever since, they’ve been intimately bound. This year’s honorees include a database tuned for AI agents, a dataset for AI-aided diagnosis of breast tumors, and a platform that gives companies more control over how their data is acquired and used.
Advances in computing aren’t just about faster processors. As these innovations show, progress is driven by everything from the technologies used to transmit data to the systems that ensure data centers get reliable power without overwhelming the grid.
AI is poised to transform virtually everything about online and physical retail, from product exposure and recommendations to consumers even having to complete the transactions for themselves.
The metaverse hype bubble may have burst, but that doesn’t mean immersive computing is yesterday’s news. Technologies such as spatial computing and VR are changing how products are designed, where entertainment can happen, and what kind of medical care is available in remote maritime situations.
Consumer technology is at its best when it’s solving problems that exist outside of the tech world. This year’s honorees include better ways to clean your floors, put on your shoes, hear the conversation around you, and practice music effectively.
2026 may have been the year when AI stopped getting brownie points simply for being amazing. What’s impressive now is AI that performs useful tasks. All the better if it does it quietly, cleverly, and in areas that help humans focus on the work that we still do best.
Much of the discussion around AI and young people has focused on what career opportunities may exist in the future. But the technology is already changing education.
As the real estate industry struggles with rising interest rates and ballooning material costs—thanks in part to tariffs—innovation is becoming more and more important. New technologies and construction methods are boosting margins for builders and helping to compensate for labor shortages.
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