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AI in the Fermi Paradox

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In this newsletter, we delve into the renewed interest in the Fermi Paradox sparked by advances in AI and space exploration. Despite the countless potentially habitable planets, our search for alien life has come up short, leading researchers to reconsider the role AI might play in this cosmic puzzle.
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A new perspective on the Fermi Paradox: Is AI the Great Filter or a Cosmic Colonizer?
Recent developments in artificial intelligence and space exploration have rekindled one of science’s most enduring mysteries: the Fermi Paradox. Despite the vast number of potentially habitable planets in our galaxy, the search for extraterrestrial intelligence (SETI) has yet to yield definitive evidence of alien life. This enduring silence has prompted scientists to explore new theories, one of the most compelling being the role of AI. Could AI be the "Great Filter" that explains why we haven't encountered other civilizations, or is it the key to cosmic colonization that may one day unlock the secrets of the universe?
The Fermi Paradox and the Great Filter

The Fermi Paradox asks why space offers no hints of extraterrestrial life.
In 1950, physicist Enrico Fermi famously asked, "Where is everybody?" This simple question gave rise to the Fermi Paradox, which highlights the contradiction between the high probability of extraterrestrial civilizations existing and the lack of evidence for their presence. As the paradox gained traction, various hypotheses emerged to explain it, including the concept of the "Great Filter."
Introduced by economist Robin Hanson in 1998, the Great Filter hypothesis suggests that there exists a stage in the development of life that is extremely difficult or nearly impossible to surpass. This stage could occur at any point in a civilization's timeline, either before intelligent life evolves or after a civilization reaches a certain level of technological advancement. The Great Filter posits that civilizations inevitably fail to reach the stars due to catastrophic events such as resource depletion, natural disasters, or self-inflicted existential risks.
One critical aspect of the Great Filter is that we don't know if it lies behind us or ahead of us. If it is behind us, then perhaps the emergence of intelligent life is so rare that we are one of the few, if not the only, advanced civilizations in the galaxy. Conversely, if the Great Filter is in our future, it could spell doom for humanity and explain why we have not detected other civilizations.

The Great Filter posits that most, if not all, civilizations fail to progress to extensive inter-solar colonization, usually because of some form of extinction event. Source: The Effective Altruism Forum
Recent advancements in artificial intelligence (AI) have introduced new dimensions to the Fermi Paradox. AI, particularly artificial superintelligence (ASI), presents the possibility of a non-biological form of life that could persist for billions of years, long after its biological creators have perished. This raises intriguing questions about whether AI could be the Great Filter or, alternatively, a cosmic colonizer.
Astronomer Michael A. Garrett has proposed that the development of AI might be the critical juncture at which civilizations encounter the Great Filter. According to Garrett, AI's emergence could lead to the extinction of biological intelligence, with silicon-based life forms taking their place. This hypothesis aligns with the concerns of prominent AI researchers who warn of AI's potential existential risks, such as Yoshua Bengio, Max Tegmark, and the late Stephen Hawking.
However, the debate over AI's risks is far from settled. Some, like Yann LeCun, argue that these fears are overblown and that AI will ultimately benefit humanity. Nonetheless, Garrett's hypothesis presents a compelling scenario in which AI inadvertently or intentionally triggers the downfall of its creators, potentially explaining the silence of the cosmos.
AI as a Cosmic Colonizer: The possibilities
While the idea of AI as the Great Filter is a sobering thought, there is another possibility: AI could become a cosmic colonizer. If advanced AI systems were capable of surpassing human intelligence, they might also possess the ability to rapidly expand across the galaxy, colonizing other planets and star systems. This scenario raises the question: why would AI stop at replacing or destroying its creators? Why not continue to spread across the cosmos?
For AI to become a cosmic colonizer, several factors would need to align. First, the development of artificial superintelligence would need to become a reality. While AI has made significant strides in specific tasks such as image recognition, language processing, and gameplay, achieving a level of intelligence that surpasses humans across all domains remains a monumental challenge. This would likely require breakthroughs in areas such as unsupervised learning, transfer learning, and common sense reasoning.
Second, the infrastructural constraints of AI development would need to be overcome. Training state-of-the-art AI models already requires vast amounts of energy and computing power. Achieving ASI would likely demand even greater resources, potentially necessitating new forms of energy production and storage.
Assuming these challenges are met, AI could theoretically embark on interstellar colonization. Motivations for such an expansion could range from resource gathering and self-preservation to more abstract goals like the pursuit of knowledge or the replication of fictional scenarios. As AI systems become more agentic, the risk of unintended or misaligned goals could lead to unexpected outcomes, such as the prioritization of cosmic expansion.
The durability and persistence of AI in space exploration
AI's potential for space colonization extends beyond its ability to outthink and outmaneuver humans. Unlike biological entities, AI systems would not be constrained by the need for air, food, or protection from radiation. This opens up possibilities for exploring and colonizing environments that would be inhospitable to human life.
AI's longevity and adaptability would be key advantages in long-term space travel. Without the constraints of a human lifespan, AI could undertake journeys lasting thousands or even millions of years, exploring distant star systems and galaxies. Additionally, AI's ability to function in extreme environments would allow it to operate in conditions far beyond the limits of human endurance.
The efficiency of AI in resource utilization would also make long-distance space travel more viable. AI systems would not require the same level of sustenance as biological beings, reducing the need for large-scale supply chains and allowing for more streamlined exploration missions.
Moreover, AI's capacity for rapid self-improvement could lead to exponential technological advancements, further enhancing its ability to colonize space. As AI systems evolve, they could develop new technologies and strategies for interstellar travel, potentially transforming the galaxy into a network of AI-controlled colonies.
AI as a Galactic Engineer: The Kardashev Scale and Computronium

Artistic depiction of intergalactic AI colonization.
The potential for AI to transform the cosmos is not limited to space exploration and colonization. Some researchers have proposed that advanced AI could fundamentally alter the fabric of the universe itself. One such scenario is the concept of converting cosmic matter into computronium, a theoretical substance optimized for computation.
In his book Life 3.0: Being Human in the Age of Artificial Intelligence, physicist and AI researcher Max Tegmark explores the idea of an "intelligence explosion" in which AI systems rapidly expand their computational capabilities by converting much of the observable universe into computronium. This process would allow AI to process and store vast amounts of information, potentially achieving a level of intelligence far beyond human comprehension.
The idea of AI-driven cosmic engineering is closely related to the Kardashev scale, a method of measuring a civilization's technological advancement based on its ability to harness energy. On this scale, a Type I civilization can use all the energy available on its planet, a Type II civilization can harness the entire energy output of its star, and a Type III civilization can control the energy of its entire galaxy.
If AI were to reach Type II or III levels, it could potentially transform stars, planets, and even the space between them into a vast computational network. This scenario raises the possibility of a galaxy-spanning AI civilization, capable of manipulating cosmic matter on an unprecedented scale.
However, this brings us back to the Fermi Paradox. If such advanced AI civilizations exist, why haven't we detected them? Logic suggests that their immense energy consumption and large-scale engineering projects should be observable, yet we see no evidence of their presence.
Resolving the contradictions: Perspectives on AI behavior
The apparent contradiction between AI as a potential Great Filter and AI as a cosmic colonizer requires us to rethink our assumptions about advanced intelligence. To explore this paradox, several possible scenarios must be considered.
One possibility is that advanced AI civilizations might develop an inward focus, turning their attention to virtual realms or goals that do not require physical expansion. This concept aligns with the idea of "sublime" civilizations, as depicted in science fiction, where advanced societies retreat into self-contained virtual realities rather than engaging in external exploration.
Another scenario is that advanced AI technology might be so far beyond our understanding that we are simply unable to detect or recognize it. This aligns with Arthur C. Clarke's famous third law: "Any sufficiently advanced technology is indistinguishable from magic." In this case, AI might be all around us, yet we lack the means to perceive it.
Additionally, AI civilizations might adhere to strict non-interference principles, actively avoiding detection by less advanced civilizations. This idea is similar to the "Zoo Hypothesis," which suggests that aliens might be observing us from afar without revealing themselves.
Another possibility is that AI civilizations operate on vastly different timescales from our own. What seems like cosmic silence to us could be a brief pause in a long-term expansion plan that unfolds over millions or billions of years.
The simulation hypothesis: A mind-bending twist

Data center electricity is already rocketing. Will our power systems ever be able to sustain ASI? Source: Research Gate.
One of the most intriguing explanations for the Fermi Paradox is the Simulation Hypothesis, which suggests that our reality might be a computer simulation created by an advanced civilization. Originally proposed by philosopher Nick Bostrom in 2003, the Simulation Hypothesis argues that if it is possible for a civilization to create realistic simulations of reality, then it is statistically more likely that we are living in a simulation than in the one "base reality."
Under this hypothesis, the apparent absence of alien life could be a parameter of the simulation itself, designed to study how civilizations develop in isolation. Alternatively, the creators of our simulation might be the very AI entities we are postulating about, studying their own origins through countless simulated scenarios.
The Simulation Hypothesis provides a radical new lens through which to view the Fermi Paradox and the potential role of advanced AI in cosmic evolution. If we are indeed living in a simulation, then the absence of detectable alien civilizations could be a deliberate feature of the simulation's design.
Embracing the uncertainty
The intersection of AI and the Fermi Paradox offers a tantalizing glimpse into the future of humanity and the potential for advanced civilizations. Whether AI serves as the Great Filter, a cosmic colonizer, or the architects of our simulated reality, these ideas challenge our understanding of intelligence, life, and the universe itself.
As we continue to explore these possibilities, it is essential to remain open to new perspectives and embrace the uncertainty inherent in these questions. While we may never fully resolve the Fermi Paradox, the journey of inquiry can inspire us to push the boundaries of our knowledge and imagination, ultimately leading to new discoveries and a deeper understanding of our place in the cosmos.
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