The exponential growth of technology is mind-boggling, and it fundamentally changes how we perceive advancements in computing and AI.

The AI revolution fundamentally accelerates innovation, transforming what was an 18-month doubling of capabilities into a six-month doubling due to breakthroughs like deep neural networks and AI accelerators.

In a stable business, the rise of AI can be a tailwind for growth, while in a declining business, it presents an opportunity for reinvention.

The rapid pace of AI development means that young entrepreneurs should seize opportunities now rather than wait for future advancements, as flexibility often leads to greater success than following a traditional career path.

The effective growth rate of technology is currently multiplying by about ten each year, which is a significant acceleration compared to linear growth.

The rapid advancement of AI technology could lead to a high-velocity economy where careers last only a few months, requiring constant adaptation and skill acquisition.

As companies scale their AI applications, it's crucial to find the optimal balance across quality, cost, and speed to achieve sustainable growth.

Most of the value in tech companies exists far in the future, often beyond a decade, which is why growth rates are often overvalued compared to long-term durability.

The exponential increase in computational power is driving advancements in AI, leading to significant improvements in technology and capabilities, and the law of accelerating returns indicates that technological progress, including AI, continues to advance exponentially, as evidenced by a chart I found 45 years ago.