Planetary Intelligence: The Next Phase of AI and Its Global Impact

The concept of planetary intelligence is emerging as a transformative step in the evolution of artificial intelligence (AI), with the potential to reshape how we understand and interact with the Earth. By integrating large-scale AI models with global networks of sensing and computing satellites, this new paradigm aims to move beyond mere description of the world to systems that can anticipate, reason, and respond in real time.

For the past decade, AI has primarily been trained on text scraped from the internet, evolving to include multimodal inputs like photographs and videos. However, this data has been limited to what humans have uploaded, leaving AI systems detached from the physical world. Planetary intelligence seeks to bridge this gap by coupling AI with satellite imagery and real-world data, enabling machines to develop a deeper understanding of Earth's systems and human activities.

The Evolution of AI in Real-World Applications

Historically, Earth-imaging satellites have functioned like disembodied eyes, capturing vast amounts of data but lacking the ability to interpret it meaningfully. The addition of advanced computing power in space is changing this dynamic. With processors onboard satellites, raw imagery can now be processed, analyzed, and acted upon in orbit, rather than being sent to Earth for interpretation. This shift allows AI to move from passive observation to active diagnostic tools, capable of identifying anomalies and predicting outcomes.

This integration of sensing and computing capabilities is akin to the evolution of animal brains, where sensors and cognitive functions began working together to process information more efficiently. Planetary intelligence models (PIMs) take this a step further by maintaining an internal model of how the world works and continuously checking it against real-time data. This approach mirrors the principle of predictive coding in neuroscience, where the brain constantly predicts what it expects to see and updates its understanding when reality diverges.

Applications and Global Implications

The potential applications of planetary intelligence are vast and impactful. In disaster response, for example, earlier warnings and more precise evacuations could save lives. For climate adaptation, these systems could provide a living model of Earth's changing systems, offering insights far beyond static reports published months later. Economically and in terms of security, planetary intelligence could offer a shared, continuously updated picture of physical reality, reducing uncertainty in a world increasingly defined by cascading risks.

Planetary intelligence also has the potential to reframe how we approach global challenges. By providing a planetary-scale mind that watches, predicts, and learns alongside us, it could help us move from reacting to crises after they unfold to understanding and shaping the conditions that produce them. This shift could mark a phase change in how we perceive and engage with the Earth, offering a new capability for addressing complex issues like climate change, resource management, and global security.

However, the ethical use of AI remains a critical consideration. As participants at the World Economic Forum Annual Meeting 2026 explore how planetary intelligence could create solutions for real-world challenges, ensuring that these technologies are deployed responsibly and equitably will be essential.

The development of planetary intelligence represents a turning point for AI itself. While large language models have taught machines to navigate human communication, planetary intelligence extends this capability to the living and physical world. By anchoring AI in rivers, roads, crops, clouds, and cities, it offers a new way to understand and interact with the planet we inhabit.