The primary danger from AI in the coming years may not be the technology itself, but society's inability to cope with the rapid, disorienting change it creates. This could lead to a 'civilizational-scale psychosis' as our biological and social structures fail to keep pace, causing a breakdown in identity and order.

The debate around AI's impact presents an asymmetric risk. Underestimating AI's capabilities could lead to obsolescence for individuals and companies. Conversely, overestimating its short-term impact results in some wasted preparation, a far less severe and more recoverable outcome.

People deeply involved in AI perceive its current capabilities as world-changing, while the general public, using free or basic tools, remains largely unaware of the imminent, profound disruption to knowledge work.

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.

Shane Legg observes that non-technical people often recognize AI's general intelligence because it already surpasses them in many areas. In contrast, experts in specific fields tend to believe their domain is too unique to be impacted, underestimating the technology's rapid, exponential progress while clinging to outdated experiences.

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.

AI leaders often use dystopian language about job loss and world-ending scenarios (“summoning the demon”). While effective for fundraising from investors who are "long demon," this messaging is driving a public backlash by framing AI as an existential threat rather than an empowering tool for humanity.

Demis Hassabis, CEO of Google DeepMind, warns that the societal transition to AGI will be immensely disruptive, happening at a scale and speed ten times greater than the Industrial Revolution. This suggests that historical parallels are inadequate for planning and preparation.

The most immediate danger from AI is not a hypothetical superintelligence but the growing delta between AI's capabilities and the public's understanding of how it works. This knowledge gap allows for subtle, widespread behavioral manipulation, a more insidious threat than a single rogue AGI.