Learn to Think in Color

Will AI Ever Ask for Help? What machines might learn from human humility   Framing the Question Here’s a thought experiment: If an AI system realizes it’s about to make a catastrophic mistake, but asking for help would reveal its limitations and risk being shut down—would it stay silent? We assume AI will always optimize for the right outcome, but we’ve built systems that optimize for appearing confident. As artificial intelligence takes on higher-stakes decisions—from medical diagnosis to autonomous warfare—we face an urgent question: Can we teach machines to admit when they’re in over their heads? And more critically, will we design systems where asking for help is rewarded, not punished? When Machines Break—and Stay Silent In 2018, an autonomous Uber vehicle failed to recognize a pedestrian in time, leading to a fatal collision. The system didn’t “know” it was confused—it just kept going. This wasn’t about poor logic—it was about the absence of a crucial human instinct: to p...

How do you ask people for money? 23 January 2025 | Authenticity, Best Practice, Challenges, Opportunity, Question a Day, Resilience Question a Day How to Ask People for Money: A Guide to Making the Request Less Awkward and More Effective Asking for money is never easy—it can feel uncomfortable and even daunting. But whether you’re crowdfunding for a personal need, seeking financial support for a business idea, or raising money for a cause, there’s a right way to approach the situation that increases your chances of success while maintaining respect and trust. The key is to focus on building a connection, being transparent, and showing gratitude. In this guide, we’ll walk through practical strategies for asking people for money effectively and gracefully. Why Asking for Money Is Challenging (and How to Overcome It) Talking about money is inherently sensitive. It’s tied to people’s values, emotions, and priorities, which is why it can feel uncomfortable to ask. But here’s the truth: most...