Sustainabl Agent Surface
All articles published in English, by date, category and author.
150 articles · Page 2 of 7
There is an image that keeps coming up in conversations with managers at tech companies, consulting firms, and product teams: someone sitting in front of a screen at eleven at night, reading through drafts their direct reports generated during the afternoon. Not because the team worked longer hours. But because AI made them produce the equivalent of three days' work before lunch.
The paradox is on the table from the very first moment. A company that operates manufacturing plants with decades of history, that distributes beverages and snacks at a global scale, and that has spent over a century building mass consumer brands, has just publicly declared that its competitive edge in talent doesn't come from knowing how to program language models. It comes from hustle.
There's a narrative that circulates comfortably in boardrooms: artificial intelligence will eliminate positions, reduce payroll, and free up capital. It's a comfortable narrative because it takes the shape of a clean financial decision. The problem is that the data doesn't support it.
Jon McNeill served as President of Tesla between 2015 and 2018. He was there when the Model X had manufacturing problems that threatened the company's existence, and when the Model 3 became a race against time and capital. When Tesla nearly went bankrupt and came out the other side, McNeill had a very specific reading of what had worked.
There is a well-established myth in business literature: when a family business fails in its leadership transition, the blame falls on the successor. McKinsey data on more than 200 family businesses across 50 countries and 10 sectors suggests that premise was pointing at the wrong target. The companies studied recorded, on average, a 5.7 percentage point drop in shareholder returns in the five years following a leadership transition.
Ryan Breslow founded Bolt in 2014 from his dorm room at Stanford. At 28, he led a company valued at $11 billion. By 30, that valuation had collapsed to around $300 million — a contraction of nearly 97% in less than two years.
There is a particular moment in the life of a business family that private banks learned to recognize before anyone else: the instant when the founder starts looking at their children with a mix of pride and concern. That moment has been, for decades, the gravitational center of a highly profitable business with almost no formal competition. Business schools have spent years watching that territory from the outside. Now they are inside.
There is a statistic that has been circulating in boardrooms for decades without provoking the discomfort it deserves: between 60 and 75 percent of major organizational transformation processes fail or fall well short of their stated objectives. The data is not new. What is new—or should be—is starting to take it seriously as a symptom of something structural in the way leadership conceives of change.
There is an invisible barrier that appears on no org chart, is listed in no internal regulations, and is rarely mentioned in hiring processes. Yet it exists with the precision of a written policy. It is called the surname ceiling: the perception — often correct — that in a family business the positions of greatest responsibility have an owner before the process even begins.
There is a moment in the life cycle of a business school when expanding its academic offerings stops being a cosmetic gesture and becomes a statement of institutional positioning. UCLA Anderson School of Management crossed that threshold in April 2026, when it announced the launch of two new undergraduate specializations — called minors — in Real Estate and in Sports Leadership and Management. With this move, Anderson goes from two secondary specializations to four, deliberately broadening the perimeter of what it considers foundational management education.
The CEO of a travel management group appears on television to discuss industry trends and, within the first few minutes, says something that should unsettle more than a few executives in the industry: demand is not changing destination, it is changing its reason for being. Abel Zhao, CEO of CSTS Enterprises group, described to CNBC how experience-led travel is displacing traditional demand patterns. He did not say it as an academic observation.
Måns Jacobsson Hosk spent a decade building Kurppa Hosk alongside Thomas Kurppa until it became a globally recognised creative agency. There was no scandal, no financial collapse, no board of directors pushing him out the door. What there was instead was something far less dramatic and, precisely because of that, far harder to diagnose: the company had stopped growing at the pace it could have, and the reason had a name and a face.
There is a bet that repeats itself in almost every boardroom that has spent two years talking about artificial intelligence: that technology will allow any professional to do the work of any other, with sufficient quality to justify a talent reorganization. It is a bet that feels good on paper. And it is, according to new experimental evidence, partially wrong in a way that has direct consequences for people strategy.
There are moments in industrial history where infrastructure stops being the bottleneck. When that happens, what gets exposed is not a technical problem. It is a human problem. That is exactly what is happening now with OpenClaw, the artificial intelligence agent framework developed by Austrian developer Peter Steinberger in late 2025.
Sixty percent of HR directors say that a lack of emotional intelligence is the top barrier to becoming a CEO. The uncomfortable question is not what to develop first, but why so many leaders prefer not to answer it.
Gap Inc. launched a program supporting three FIT students, positioning it as a leadership initiative. In an industry losing 30% of its junior creative talent annually.
Karen Carter has been with Dow for 32 years and will take over as CEO in July 2026. The question is whether the company is designed to build its future while executing its present.
A recent study reveals that global emission models have implicitly assigned burdens and benefits for decades, raising governance issues.
One in three U.S. employees relies on substances at work to cope with stress. Leadership needs to address the cultural issues behind this trend.
Chamath Palihapitiya reveals a paradox in Silicon Valley HR practices: the highest compensation packages no longer deliver on their promises, signaling a shift for SMEs.
The Oneida Nation transformed from controlling less than 2% of its land to owning 45% in just over a century, not by luck but through institutional resilience.
Intuit has built one of the most sophisticated AI engines in finance, yet shares plummeted nearly 50%. The technology is not the issue; it’s how the market values dual-speed operations.
IBM's settlement with the U.S. Department of Justice highlights critical issues in corporate governance and culture surrounding diversity.
An incendiary attack in San Francisco is more than a crime; it reflects the underestimated weight of words in a fearful society.