Irving Wladawsky-Berger
A collection of observations, news and resources on the changing nature of innovation, technology, leadership, and other subjects.

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Category: Management and Leadership
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Is AI a “Rational” Bubble?
No comments on Is AI a “Rational” Bubble?“In the expectation that artificial intelligence will be transformative, large American tech firms poured over $400bn into data centres and other necessary infrastructure during 2025; by one estimate, a staggering $7trn will be spent by the end of the decade,” wrote The Economist in its November 10 issue on “The World Ahead 2026.” “Yet revenues…
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“As artificial Intelligence (AI) reshapes culture, science, labor markets, and the aggregate economy, experts debate its value, risks, and how quickly it will integrate into everyday life,” noted “The Longitudinal Expert AI Panel,” a recently published report. “Leaders of AI companies forecast transformative AI systems that cure all diseases, replace whole classes of jobs, and…
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A few weeks ago, Linux Foundation Research published “The State of Global Open Source 2025,” the third annual report based on its survey of the open source community. The report highlights the evolution of open source software (OSS) from a productivity tool to a key component of global mission-critical infrastructures. The 2025 global survey on…
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“AI capabilities have improved radically in recent years,” wrote economists Erik Brynjolfsson, Anton Korinek, and Ajay K. Agrawal in “A Research Agenda for the Economics of Transformative AI,” a recently published working paper. “Our institutions, organizations, skills, and economic models are struggling to keep pace. In this growing gap lie the greatest risks of the…
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A new report, “The State of Sovereign AI: Exploring the Role of Open Source Projects and Global Collaboration in Global AI Strategy,” was recently published by Linux Foundation (LF) Research, LF AI & Data, and Futurewei Technologies. “The term ‘sovereign AI’ has been used to describe efforts aimed at developing AI capabilities with minimal reliance…
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“As GenAI tools handle more routine programming tasks, the software developer’s responsibilities shift to supervising these tools,” wrote Carnegie Mellon University (CMU) professors Mary Shaw, Michael Hilton, and George Fairbanks in “AI Tools Make Design Skills More Important than Ever,” a column that will be published in the IEEE Software issue of Jan-Feb 2026. “Accordingly,…
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“The U.S. is spending billions of dollars and burning gigawatts of energy in a rush to beat China to the next evolutionary leap in artificial intelligence — one so great, some boosters say, that it will rival the atomic bomb in its power to change the global order,” wrote the WSJ in a recent article…
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“Corporate spending on artificial intelligence is surging as executives bank on major efficiency gains. So far, they report little effect to the bottom line,” wrote NY Times technology and business reporter Steve Lohr in a recent article, “Companies Are Pouring Billions Into A.I. It Has Yet to Pay Off.” “Nearly four decades ago, when the…
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“The rapid rise of compound AI systems (a.k.a., AI agents) is reshaping the labor market, raising concerns about job displacement, diminished human agency, and overreliance on automation,” said “Future of Work with AI Agents,” a recently published paper by researchers from the Stanford Institute for Human-Centered AI and the Digital Economy Lab. “Yet, we lack…
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An article in the July 19, 2025 issue of The Economist asked “Why is AI so slow to spread?” in its title. “Talk to executives and before long they will rhapsodise about all the wonderful ways in which their business is using artificial intelligence,” said the article. CEOs proudly bragged about the impact AI is…