Michael Macfarlane joined a panel on reputation at the STEP Alpine Conference in Interlaken, on fighting fires, shielding advisers and making the best of bad press.

The citation set behind an AI answer is now the most important thing to monitor. How AI citation monitoring works and why timing matters.

A growing share of first impressions now comes from AI platforms. What that means for family offices, and five questions every principal should ask.

In today’s hyperconnected and fast-moving world, reputation has moved from being purely a communications concern to becoming a genuine economic asset. India maintains highly bullish long-term projections, but will suffer when it comes to FDI, talent attraction, partnerships and investor confidence – unless the country and corporations that drive growth give greater strategic attention to reputation.

As large language models continue to evolve, many of the challenges surrounding meaning, context, and interpretation increasingly point back to questions long examined within linguistics, positioning the discipline as an essential framework for understanding both the capabilities and limitations of AI-driven language systems.

As Indian capital becomes more globally visible, reputation, narrative and strategic positioning are emerging as central drivers of influence, investment and long-term institutional credibility.

RedNote is redefining digital influence by prioritising authenticity, niche expertise, and practical value over traditional visibility metrics. Functioning as both a social platform and discovery engine, it rewards experience-led, semantically rich content that aligns closely with emerging AI-driven search behaviours. As a result, RedNote is becoming an increasingly important platform for shaping credibility, trust, and long-term digital reputation.

A viral trend on RedNote sees Gen Z users adopting Kris Jenner as a profile identity – but beneath the humour lies a deeper shift in how ambition is signalled. This piece explores how memes function as economic and reputational tools, allowing individuals to project future success in uncertain environments.

The traditional model of discretion was built for a world in which reputation moved slowly and was mediated by human judgment. The current system is faster, more diffuse, and increasingly governed by AI-led interpretation. Discipline, restraint, and long-term orientation, which are the characteristics that defined successful families in the past, remain entirely valid; however, the mechanisms through which those characteristics are expressed must evolve.

The systems through which families are judged externally have changed far more quickly than the structures through which families organise themselves internally. Governance frameworks continue to focus heavily on succession mechanics, ownership structures and decision rights, yet they rarely address the single variable that increasingly determines how families are interpreted by institutions, counterparties and the wider world: reputation.