Ayisha's work explores how technology and other forces of transformation are reshaping power, economies, institutions and society — and what those changes mean for the choices leaders make today.
The Ideas page should function as an intellectual portfolio rather than a chronological archive. Launch with five featured pieces and allow deeper exploration through publications, keynotes, podcasts, field notes and strategic dialogues.
AI capability increasingly touches national competitiveness, economic resilience and strategic autonomy. Leaders need to think about infrastructure, compute, data, skills, investment and governance as one system
As AI moves into robots, cities and physical infrastructure, trust and safety must increasingly be tested in the real environments where systems operate.
AI, compute, energy and industrial capability are increasingly instruments of geopolitical competition and national resilience.
Reflection / signature idea
Trusted dialogue is more than conversation. It can surface assumptions, build trust and create practical pathways for cooperation in fragmented environments.
Podcast / inclusion theme
People affected by technology should have meaningful opportunities to shape solutions, not simply react to them.
Council of Europe / field note
Protecting democratic participation requires technical innovation, human rights, institutions and civil society to work together.
Institutional publication
Who designs technology, participates in the digital economy and benefits from transformation is a strategic question, not an afterthought.
Davos reflection / foresight
AI, compute, energy and industrial capability are increasingly instruments of geopolitical competition and national resilience.
Field note / emerging issue
As AI moves into robots, cities and physical infrastructure, trust and safety must increasingly be tested in the real environments where systems operate.