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Deepening your ideas with generative AI

Deepening your ideas with generative AI

Generative AI is able to produce dozens of ideas in response to a problem in the blink of an eye. While the potential capacity to enhance our creativity may appear considerable, the results of early experiments are more tempered.

A study conducted by Stanford University and the consulting firm GeoLab shows that we still have some way to go. The researchers asked several teams to generate solutions to a real-life problem by drawing on a pool of data. The time allotted was 90 minutes; only some part of the teams had access to ChatGPT. The generated ideas were then graded from A (very convincing) to D (of no interest) by the concerned company’s decision-makers.

Surprisingly, the use of generative AI only very marginally increased the number of ideas generated (+8%). Although it did help reduce the number of bad ideas (–7%), it also slightly diminished the number of excellent ideas (–2%). Indeed, generative AI tools are designed to deliver the most statistically probable answers. They therefore tend towards the average, rather than towards truly innovative ideas.

It is therefore best to start with a reflection process that is not influenced by AI-generated ideas. AI then excels at helping to iteratively improve these ideas. Learning to interact with AI to deepen your ideas will thus become a key competency.


Source: Don’t Let Gen AI Limit Your Team’s Creativity, Harvard Business Review, March-April 2024.

Enhancing your teams’  capacity for innovation

Enhancing your teams’ capacity for innovation

The most innovative teams are the ones whose members do not hesitate to bring up problems, suggest ideas that are not likely to meet universal support, and challenge one another. But how can such freedom of expression be encouraged?

Psychological safety is one essential condition. People need to be able to deviate from the prevalent way of thinking without being immediately criticized or ostracized, and be able to share their difficulties transparently.

Another condition is equally crucial: intellectual honesty. If the team members are not totally honest about their analysis of the problem and if they do not emulate each other to raise the relevant level of expectations, innovation can stagnate.

The challenge is thus to combine these high standards with a feeling of psychological safety. Jeff Wilke, the former head of Amazon’s retail division, retold his lengthy debates with CEO Jeff Bezos over the launch of the Kindle e-reader. Wilke feared disappointing his customers, as Amazon lacked any experience in producing consumer electronics. Bezos believed that Amazon needed to seek to expand its skillset. This divergence enabled them to revisit the project and to significantly improve it. The key to this success? Having managed to put egos behind adherence to a common goal.


Source: Why Innovation Depends on Intellectual Honesty, Jeff Dyer, Nathan Furr, Curtis Lefrandt, Taeya Howell, MIT Sloan Management Review, January 2023.

Planning  periods of concentration to diminish your stress

Planning periods of concentration to diminish your stress

Over half of executives report regularly experiencing intense stress at work. The blame is often put on the environment: the noise of open spaces, the sometimes tense discussions between colleagues, the sometimes arduous commutes… And yet, the rise of remote working has not helped to make things any better.

Canadian neuroscientist Sonia Lupien explains that, far more than the work environment, what stresses us is our way of working. With the advent of new technologies, our attention has become dangerously fragmented: we are constantly receiving notifications, and the new norm is to show near-immediate responsiveness. All neuroscientific research shows that this runs counter to our brain’s optimal functioning. For one thing, every interruption requires an intense effort to restore concentration; for another, the feeling of making progress is necessary for our equilibrium. Indeed, a state of deep concentration has been found to significantly reduce stress hormones.

So, what if we took the lessons of neuroscience into account to organize our work? The researcher recommends sequencing our week in such a way as to alternate surface level work—meetings, replying to e-mails, etc.—with in-depth work, which requires concentration. The former is best suited to the workplace, where we can effectively exchange with our colleagues. The latter is more easily done from home, free of any interruptions.


Source: « L’antidote au stress au travail, ce n’est pas la relaxation, c’est la concentration » (“The antidote to stress at work isn’t relaxation, it’s concentration”), interview of Sonia Lupien by Natacha Czerwinski, Le Point, March 2024.

What do  resilient companies do in a crisis?

What do resilient companies do in a crisis?

Crises follow one another and each is different. The ones we are currently undergoing are all the more complex for combining armed conflicts with economic, societal and sanitary disruptions. The time has come to take a closer look at McKinsey’s retrospective analysis of the crisis of 2007.

Approximately 10% of the 1,100 companies studied across 12 business sectors proved to be particularly resilient: they not only withstood the crisis, but also prospered in the process.

What did they do to achieve this feat? Most of them very quickly gave themselves the means to be flexible. At the first signs of the crisis, they strengthened their balance sheets by withdrawing from underperforming activities and reducing their debts. This gave them the means to ride out the crisis while maintaining a sustainable financial situation, then to seize the opportunities offered by the market rebound. They also focused on the reduction of their production costs, while maintaining their expenses relating to sales and administrative support. Operational flexibility played an important role, with the renegotiation of more flexible contracts and the expansion of supply sources.

In a context of crisis, investing in flexibility seems to always be a good first move to facilitate the resilience of one's organization.


Source: Bubbles pop, downturns stop, Martin Hirt, Kevin Laczkowski, Mihir Mysore, McKinsey Quarterly, May 2019.

Learning  and cooperating: two skills at the heart of sustainable development

Learning and cooperating: two skills at the heart of sustainable development

Nowadays, the urgency of the ecological transition is on everyone’s agenda. And yet, its implementation comes up against mentalities that have not yet changed much. The CEO of the BASF chemical group, Martin Brudermüller, provides a good summary of the current situation: “People like to keep repeating what they know how to do and what has proven to work. That’s what makes it so difficult to accelerate the pace.”

Bain surveyed nearly 5,000 people in nine different economic sectors: although two-thirds of respondents consider that they will need to develop new competencies, less than half of non-managers are offered the possibility of developing these new competencies… A subject that needs urgent attention!

The reality is that we do not yet know precisely which technical skills will be necessary. We will have to innovate, to proceed by trial-and-error. Bain’s partners underline that the key lies in a change of attitude in order to spread a “growth mindset”. Considering that we can and must constantly develop ourselves, opening our minds to change, learning from others and, ultimately, learning to learn: this is what will make the difference in meeting the challenges of the ecological transition.


Source: A Talent Strategy for Sustainability: Skills Matter, but Mindset Is Everything, Sarah Elk, Julie Coffman, Tracy Thurkow, John Hazan, Bain & Company, November 2023.

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