A marketing executive learned that external vendors like PR agencies don't actually work for their clients in the way they might think. The author realized later what questions should have been asked of these service providers, and notes these lessons remain relevant today.
Job seekers face a tough environment, but widespread AI-caused job losses have been overblown so far. Instead, AI is creating demand for workers with AI skills, while those who don't adapt may face replacement. Companies are building smaller, AI-native teams as AI makes individuals more productive.
Andrew Ng writes from the World Economic Forum that businesses need to move beyond incremental AI efficiency gains to achieve transformative impact. He argues that workflow redesign, rather than isolated AI projects, is key to creating significant business value, using loan processing as an example where end-to-end changes can transform product offerings.
The article argues that people actually love to work hard when given clear goals, shared values, autonomy, and trust. It criticizes the common narrative that workers are lazy, suggesting instead that poor motivation often stems from dehumanizing work conditions and lack of meaningful purpose.
The article advocates for a sustainable business approach focused on slow growth and remaining small. It suggests this model can lead to greater stability and fulfillment compared to traditional rapid expansion strategies.
The author discusses how constant crises can feel overwhelming but highlights the value of experts who can provide clarity during challenging times. He shares his positive experience with the Layer Aleph team and their new book "Crisis Engineering," which documents systematic approaches to transforming crises into opportunities for building resilient systems.