The Public-Service AI Test: Can People Complete the Ordinary Task?
A policy proposal for judging public-service AI through complete user journeys, including people who need a different way to access help.
G-XR8P2XJ088
Marychuks.com AI, Psychology, Business & CreativeVerse
Empowering Minds with AI, Psychology and Digital Innovation
A policy proposal for judging public-service AI through complete user journeys, including people who need a different way to access help.
China’s scientist billboards inspired a bigger question: what if advertisers devoted 10–15% of premium public space to teachers, inventors and researchers?
After breakfast for the children, I spent one hour taking flyers into local shops. Nobody said no—and the experience changed how I think about leadership.
OpenExecutive turns C-suite work into an eight-agent AI system. It can automate analysis, but leadership still requires authority, judgement and accountability.
UK business confidence rose to 53% in August, its strongest reading since March. Improving demand is encouraging, but energy, inflation and investment risks remain.
Meta’s reported workforce-automation plan ran into organisational reality, showing why AI transformation requires process redesign, reliable systems and human trust.
In a fast-moving world, strategic patience can become a powerful competitive advantage. Learn why psychology shows that consistent long-term thinking often produces extraordinary results.
As AI makes content creation easier, trust is becoming the true competitive advantage. Learn why credibility, consistency and transparency are essential for long-term business success.
Mental flexibility allows people to adapt, learn and solve problems in a rapidly changing world. Discover why this psychological skill is becoming increasingly valuable in the age of AI.
Innovation flourishes when people feel safe to ask questions, share ideas and learn from mistakes. Discover why psychological safety is becoming a strategic advantage in AI-enabled organisations.