Knowledge scientists: The new role that will optimize AI
According to Tomoko Yokoi of IMD, knowledge scientists may hold the key to unlocking AI's full worth by providing transparency and structure that data scientists alone cannot deliver....
I by IMD is a business intelligence platform designed for today's leaders. We deliver expert-led insights, diverse perspectives, and practical learning tools to help decision-makers navigate critical business challenges.

27 minutes ago • by I by IMD in Governance • 8 min read
Businesses must prepare now for post-quantum cryptography, as quantum computing could render today’s encryption obsolete and expose sensitive data to future cyber threats....
Continue readingAugust 4, 2025 • by Tomoko Yokoi in Talent • 5 min read
According to Tomoko Yokoi of IMD, knowledge scientists may hold the key to unlocking AI's full worth by providing transparency and structure that data scientists alone cannot deliver....
July 31, 2025 • by Christoph Glaser in Wellness • 8 min read
Leaders can find emotional balance, feel less stressed, and improve decision-making if they learn the art of conscious breathing. So, why are so few of us doing it?...
July 31, 2025 • by Fabian Grimm in Geopolitics • 10 min read
As global economic tensions persist, the economies that win the “negotiations over percentages battle” are taking the media spotlight. However, the economies and regions that recognize deeper patterns of adaptation and position...
July 31, 2025 • by Robert Vilkelis in Brain Circuits • 3 min read
In the second of a five-part series on effective communication for leaders, Robert Vilkelis sets out a four-step framework for translating your expertise into audience impact. ...
July 30, 2025 • by Alfredo De Massis in Family business • 7 min read
Good governance is critical to success in the family enterprise ecosystem, but family involvement in these mechanisms could be doing more harm than good. ...
July 30, 2025 • by Julia Binder, Cass R. Sunstein in I by IMD Book Club • 5 min read
In his book Climate Justice: What Rich Nations Owe the World – and the Future, Cass R Sunstein delivers a timely exploration of the moral and practical obligations that wealthy nations have...
July 29, 2025 • by Jean-François Manzoni in CEO Dialogue Series • 8 min read
Rohit Jawa, CEO of Hindustan Unilever, outlines how he is reshaping the company’s strategy to meet the evolving needs of India’s growing middle class, leveraging digital transformation, talent development, and a future-focused...
July 29, 2025 • by Michael Netzley in Audio articles • 3 min read
Uncertainty can trigger two very different brain responses: one that broadens thinking, enables connections, and fosters innovation, and one that can undermine judgment via a stress response. Take this quick test to...
July 29, 2025 • by Camille Henderson-Davis in Brain Circuits • 3 min read
Have you reached a point in your career where “scientist” no longer captures the value you bring to your organization? It’s an exciting milestone, but it can also present challenges you feel...
July 28, 2025 • by Tomoko Yokoi, Michael R. Wade in Artificial Intelligence • 8 min read
To build trust, companies should be as transparent with their algorithms as they are with their ingredients....
July 25, 2025 • by David Bach in Geopolitics • 7 min read
Europe must act as one to stay competitive and secure. Unity, ambition, and strategic alignment are no longer optional—they're the path to leadership....
July 25, 2025 • by Konstantinos Trantopoulos , Paolo Aversa in Artificial Intelligence • 9 min read
In Formula 1 racing, every microsecond counts. Konstantinos Trantopoulos and Paolo Aversa explore how teams use Human-AI collaboration to boost performance – and what businesses in other sectors can learn from their...
July 25, 2025 • by Faisal Hoque, Pranay Sanklecha, Paul Scade in Artificial Intelligence • 8 min read
As AI races ahead and regulators fall behind, the real question isn’t what your system can do, but what kind of organization you become by deploying it. Answering these four questions will...
July 24, 2025 • by Daniel Ziblatt, David Bach in Leaders Unplugged • 2 min read • Podcast available
Democracy dies from within, warns Harvard’s Daniel Ziblatt. Business leaders must act now to protect it—or risk catastrophic failure....
July 24, 2025 • by Jennifer Jordan in Governance • 7 min read
The number of women on boards is rising. So too is the backlash....
July 24, 2025 • by Pascal Chauvie in Coaching Corner • 7 min read
Here are four ways to emerge unscathed and even empowered from difficult performance reviews....
July 24, 2025 • by Robert Vilkelis in Brain Circuits • 3 min read
In the first of a series of five brain circuits on effective communication for leaders, Robert Vilkelis provides techniques to help manage your nerves and deliver a high-impact presentation by focusing on...
July 23, 2025 • by Howard H. Yu in Innovation • 5 min read
To continue to grow at the exceptional rates we have seen over the last two decades, Chinese automakers need to conquer markets outside of China. However, they face significant strategic and cultural...
July 23, 2025 • by Salvatore Cantale in CFO Horizons • 6 min read
In an age that prizes agility, breaking up is a strategy rather than a surrender, argues IMD’s Salvatore Cantale, as CFOs step forward as architects of value in the de-conglomeration era....
July 22, 2025 • by Véronique Bogliolo Friedman in Brain Circuits • 3 min read
Leaders who do not recognize their own blockers deny themselves the opportunity to think autonomously and self-critically. Consult the following checklist to gauge whether you are internally “blocked” and read on for...

Once in pole position on the grid, Atlassian Williams F1 Team is rebuilding its competitive advantage. In conversation with Susan Goldsworthy, the company’s Chief Human Resources Officer, Ann Perrins, explains how people, culture, and learning accelerate performance.

Societe Generale CEO Slawomir Krupa on turnaround decisions, fintech pressure, and why long-term discipline beats short-term noise.

Tech executive Katarina Bonde on scaling responsibly, navigating investor tensions, and staying pragmatic in the current AI bubble.

AI may become one of the most significant leadership opportunities for women in decades. Its impact will depend on how capability, governance, and leadership are built around it.

Slawomir Krupa, CEO of Societe Generale, tells Jean-François Manzoni how restoring financial discipline and protecting the bank’s capacity to innovate under pressure helped restore faith in one of Europe’s oldest institutions

The four things successful families do to navigate the uncertainties of the modern world.

Join our monthly webinars to develop your leadership skills and explore trending topics.
Explore first person business intelligence from top minds curated for a global executive audience