Technology Implementation

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The Fatal Flaw of AI Implementation

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  • Read Time: 5 min 

Many managers are excited about smart machines but are struggling to apply machines’ limited intelligence. Indeed, computers can process data just fine, but to generate competitive advantage from machine learning applications, organizations must upgrade their employees’ skills. Companies will also need to redesign employee accountabilities to empower and motivate them to deploy smart machines when doing so will enhance outcomes.

Video: Preparing for the Changes AI Will Bring to Tomorrow’s Jobs

At the MIT Sloan School of Management’s 14th annual CIO Symposium, “The CIO Adventure: Now, Next and… Beyond,” senior IT executives came together to discuss key technologies, including how AI will transform the workplace. The goal: to help prepare these tech leaders for challenges they face, including shepherding ongoing digital transformations, building a digital organization, and managing IT talent.

Ethics Should Precede Action in Machine Intelligence

As analytics and big data continue to be integrated into organizational ways and means from the C-suite to the front lines, authors Josh Sullivan and Angela Zutavern believe that a new kind of company will emerge. They call it the “mathematical corporation” — a mashup of technology and human ingenuity in which machines delve into every aspect of a business in previously impossible ways.

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Romantic and Rational Approaches to Artificial Intelligence

Organizations have made rapid gains in their ability to generate big data sets, but the ability of managers and executives to develop insights from that data has lagged behind. Data processing by artificial intelligence offers the prospect of speeding things up — but it also risks expanding the gap, as managers lack understanding of how AI reaches its data-based conclusions.

In the Hotel Industry, Digital Has Made Itself Right at Home

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  • Read Time: 12 min 

Doing business digitally isn’t an “add technology and stir” proposition. Success in digital business means fundamental changes in how you do business. Marriott International’s George Corbin knows this all too well. “For any company that is being disrupted by digital, it’s important that they not just be able to recognize if there’s a potential threat to its existing business,” he says. “The bigger challenge is, how and what do you change to make the transition from where it is to where it needs to be?”

Digital Maturity, Not Digital Transformation

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  • Read Time: 4 min 

Digital transformation has two key implications for managers: First, it’s fundamentally about how your business responds to digital trends that are occurring regardless of your input. Second, how an organization implements technology is only a small part of digital transformation; strategy, talent management, organizational structure, and leadership are just as important as technology.

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How Far Will Robots Go?

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  • Read Time: 2 min 

The debate over the effects of artificial intelligence on employment continues to keep economists busy, with some suggesting that there is no assurance that jobs that were once considered “safe” will be safe for long.

Seeing Beyond the Blockchain Hype

Blockchain has recently taken center stage in the conversation about management’s digital makeover. Many believe the impact of blockchain on the ways organizations function and produce value may be greater than other technologies that have grabbed most of our recent attention — data and analytics, the cloud, even artificial intelligence.

The Jobs That Artificial Intelligence Will Create

A new global study finds several new categories of human jobs emerging. These roles are not replacing old ones. They are brand-new positions that complement the tasks performed by AI machines and will require skills and training that have never before been needed.

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How Digital Media Will Bring Out Our Best Selves in the Workplace

Tomorrow’s most productive individuals will have more and better digital versions of themselves. The vision: Individuals will be able to utilize customized software and digital tools to improve their performance and productivity, with these digital versions of themselves able to significantly outperform their average self. In this world, AI will stand for “Augmented Introspection” as well as “Artificial Intelligence.”

Getting Past the Hype About 3-D Printing

Despite the promise of additive manufacturing, the authors argue, near-term expectations about how 3-D printing will revolutionize manufacturing are overblown. Much of the technology is still being hammered out, and the authors examine three important myths about additive manufacturing.

The Flood of Data From IoT Is Powering New Opportunities — for Some

IoT promised, and delivered, a data deluge. But is the data any good? Survey results from MIT SMR’s recent internet of things research suggest that it is — but the most value goes to those who got into IoT early and have years of experience under their belt. The message to those considering IoT projects: Don’t wait.

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