OpenAI moved from Level 1 (Chatbots) to the cusp of Level 4 (Innovators) in under two years, a timeline much shorter than publicly anticipated. This suggests Level 5 (AI-run Organizations) is approaching faster than many leaders realize.

Due to the rapid pace of AI-driven development, Ramp has abandoned annual or multi-year planning. They now operate on a three-month horizon, which is considered a long time because it allows them to accomplish what previously took three years, making long-term roadmaps obsolete.

Drawing parallels to the Industrial Revolution, Demis Hassabis warns that AI's societal transformation will be significantly more compressed and impactful. He predicts it will be '10 times bigger' and happen '10 times faster,' unfolding over a single decade rather than a century, demanding rapid adaptation from global institutions.

Unlike the internet, which took years to disrupt industries, AI's disruptive power operates on a much faster timeline. A business can be rendered obsolete in as little as 17 months. This requires leaders to be prepared for both extreme upside and incredibly rapid destruction.

The exponential, not linear, rate of AI improvement gives businesses a dangerously short window to adapt. Jaspreet Singh's media company faced a 5-year bankruptcy forecast, forcing a radical pivot to a tech-centric model. This is an urgent wake-up call for all non-tech native businesses.

To grasp AI's potential impact, imagine compressing 100 years of progress (1925-2025)—from atomic bombs to the internet and major social movements—into ten years. Human institutions, which don't speed up, would face enormous challenges, making high-stakes decisions on compressed, crisis-level timelines.

The rapid pace of change in AI renders long-term strategic planning ineffective. With foundational technology shifts occurring quarterly, companies must adopt a fluid approach. Strategy should focus on core principles and institutional memory, while remaining flexible enough to integrate new tech and iterate on tactics constantly.

While the current AI era shares similarities with the birth of the internet, the key difference is the sheer velocity of change. During the dot-com era, companies had more time to adapt. Today, the acceleration is so intense that companies that wait on the sidelines risk becoming obsolete.

Past industrial revolutions unfolded over 50-100 years, allowing gradual societal adaptation. Today's AI-driven revolution is happening in a compressed timeframe, creating massive wealth shifts because there's no time for individuals or institutions to catch up. Proactive learning is the only defense.