Science & Space

The Fermi Paradox and Drake Equation Explained: Where Is Everybody?

By Billy Carson · October 7, 2026 · 10 min read

The Fermi Paradox and Drake Equation Explained: Where Is Everybody?

The Fermi paradox is the contradiction between how likely intelligent life elsewhere in the galaxy appears to be and the complete absence of any confirmed sign of it. The name comes from physicist Enrico Fermi, who asked his colleagues at Los Alamos in 1950 a version of "Where is everybody?" The Drake equation, written by radio astronomer Frank Drake in 1961, is the tool scientists use to break that question into estimable parts.

The question matters because every possible answer says something large about humanity. If the galaxy is full of silent civilisations, something is hiding or stopping them. If it is nearly empty, life or intelligence is far rarer than the number of stars suggests. And if, as some argue, visitors have already been here, the paradox was never a paradox at all.

Where did the Fermi paradox come from?

The Fermi paradox comes from a lunchtime conversation at Los Alamos in 1950. Fermi was walking to lunch with Emil Konopinski, Edward Teller and Herbert York. At the table Fermi suddenly asked where everyone was. Decades later the three men remembered his words differently: Konopinski recalled "But where is everybody?", Teller recalled "Where is everybody?", and York recalled "Don't you ever wonder where everybody is?" The substance was the same: if civilisations are common and the galaxy is billions of years old, why has none shown up?

Fermi was not the first to ask. In 1686 the French writer Bernard le Bovier de Fontenelle, in Conversations on the Plurality of Worlds, had a character argue that if the Moon were inhabited, its people would already have come to visit. In the 1930s the Russian rocketry pioneer Konstantin Tsiolkovsky wrestled with the same problem in his writings.

The modern, rigorous form came in 1975, when astrophysicist Michael Hart published "An Explanation for the Absence of Extraterrestrials on Earth" in the Quarterly Journal of the Royal Astronomical Society. Hart started from "Fact A": no intelligent beings from outer space are on Earth now. He found physical, sociological and temporal explanations for that fact wanting, and concluded that humanity is probably the first civilisation in the Galaxy. Around 1980 the physicist Frank Tipler sharpened the argument in the same journal with a paper titled "Extraterrestrial intelligent beings do not exist". His point was self-replicating probes: machines that copy themselves from raw materials could fill the galaxy in a fraction of its age, so their absence from the Solar System counts against anyone being out there. Some scientists therefore prefer the name "Hart–Tipler argument".

What is the Drake equation?

The Drake equation estimates N, the number of civilisations in the Milky Way whose signals we could detect, by multiplying seven factors. It is less a formula that produces an answer than a checklist of what we would need to know.

Drake had already tried listening. In Project Ozma, run from April to July 1960, he pointed the 85-foot radio dish at Green Bank, West Virginia, at two nearby Sun-like stars, Tau Ceti and Epsilon Eridani, listening near the 21-centimetre hydrogen line. He found nothing. The following year the National Radio Astronomy Observatory at Green Bank hosted a small meeting on the search for extraterrestrial intelligence, organised by J. Peter Pearman. Drake wrote his equation as the meeting's agenda. About ten people attended, including Drake, Carl Sagan, Philip Morrison, the chemist Melvin Calvin, Su-Shu Huang, Otto Struve, Barney Oliver, the dolphin researcher John C. Lilly and Dana Atchley. After Lilly's work, the group called itself "The Order of the Dolphin".

The seven factors, in plain English:

The structure is the useful part: it separates astronomy from biology and sociology.

What did the 1961 meeting conclude?

The 1961 group concluded that N is roughly equal to L, the lifetime of a communicating civilisation, and that the Milky Way probably held somewhere between 1,000 and 100,000,000 civilisations. Their inputs were optimistic: one new star a year, a fifth to a half of stars with planets, one to five habitable planets per system, life and intelligence arising every time, and 10 to 20 percent of intelligent species becoming detectable. The low ends give about 20 civilisations; the high ends about 50,000,000. The spread comes mostly from L, which the group put between 1,000 and 100 million years. The real finding was that the answer depends on how long civilisations last, which no one knows.

What has science pinned down since 1961?

Astronomy has since pinned down the first three factors, turning fp from a guess into a measurement. A 2012 gravitational-microlensing survey concluded that planets are the rule rather than the exception, putting fp close to 1. Analyses of Kepler space telescope data published in 2013 estimated that the Milky Way may hold as many as 40 billion Earth-sized planets orbiting in the habitable zones of Sun-like stars and red dwarfs.

The biological and social half has not moved at all. We still have exactly one example of life starting (fl), one example of intelligence evolving (fi), one example of a species building radio telescopes (fc), and no idea how long a technological civilisation lasts (L). Each could be close to 1 or vanishingly small, and with a sample of one there is no way to tell. Every proposed answer lives in that gap.

What are the main proposed answers?

The main proposed answers say that life is rare, that something stops it, or that it is here or hidden.

The Great Filter

The Great Filter is economist Robin Hanson's argument that at least one step between dead matter and a galaxy-spanning civilisation must be extremely improbable. Hanson floated the idea in 1996 and set it out in the essay "The Great Filter — Are We Almost Past It?", dated 15 September 1998. He listed nine steps: the right star system, reproductive molecules such as RNA, simple single-celled life, complex single-celled life, sexual reproduction, multicellular life, tool-using animals with big brains, where we are now, and a colonisation explosion. Because the sky looks empty, at least one step must be very hard. If the hard step lies behind us, perhaps at the origin of life or of complex cells, humanity is rare and lucky. If it lies ahead, most civilisations destroy themselves or stall before they spread. Hanson's sobering corollary: finding simple life on Mars would be bad news, suggesting the filter is still ahead.

The Rare Earth hypothesis

The Rare Earth hypothesis, set out by palaeontologist Peter Ward and astronomer Donald Brownlee in Rare Earth: Why Complex Life Is Uncommon in the Universe (Copernicus, 2000), argues that microbes may be common but animals and intelligence are not. Earth, they argue, benefited from an improbable stack of conditions, including a safe galactic location, a stable star, a large moon, plate tectonics and a protective magnetic field.

The zoo hypothesis

The zoo hypothesis, proposed by John A. Ball of MIT's Haystack Observatory in the journal Icarus in 1973, holds that advanced civilisations know we are here and deliberately leave us alone, the way people watch animals in a nature reserve without interfering. It explains the silence but is hard to test.

The Dark Forest

The Dark Forest is a science-fiction idea, not a scientific hypothesis, from Liu Cixin's 2008 novel The Dark Forest. In it, any civilisation that reveals itself risks destruction by another that cannot afford to trust it, so everyone stays quiet. A non-peer-reviewed attempt to count such civilisations is discussed in the piece on whether there are four hostile alien civilisations in the Milky Way.

Simulation and "they are already here"

Two contested answers sit outside mainstream astronomy. One is that the cosmos is a constructed reality without neighbours, explored in the guide to simulation theory. The other rejects Hart's Fact A: visitors came long ago, or are here now, the position of ancient astronaut theory. Proposed "probes" range from the interstellar object ʻOumuamua, which most astronomers consider a natural body, to the internet legend of the Black Knight satellite, which mission records trace to a thermal blanket lost during a December 1998 spacewalk.

Did someone "dissolve" the Fermi paradox?

Three researchers argued in 2018 that the paradox largely dissolves once uncertainty is handled honestly. In "Dissolving the Fermi Paradox", posted to arXiv on 6 June 2018, Anders Sandberg, Eric Drexler and Toby Ord pointed out that plugging single best guesses into the Drake equation hides how uncertain the biological factors really are. Replacing each guess with a realistic range spanning many orders of magnitude, they found a substantial probability of no other intelligent life in the observable universe, so an empty sky is unsurprising.

They then updated on the observation that we see no one. Depending on the updating model, they put the probability that humanity is alone at 53 to 99.6 percent in the Milky Way and 39 to 85 percent in the observable universe. The paper does not prove we are alone; it shows the silence needs no exotic explanation.

Does the UAP era change the question?

The UAP era would change the question if any unidentified anomalous phenomenon were shown to be non-human technology: Fact A would fall and the paradox would dissolve from the other direction. That has not happened. As the 4biddenknowledge review of the UAP hearings from 2017 to 2026 sets out, Congress has heard sworn testimony about recovered "non-human" craft, but testimony is not proof, and the government's documented reviews, from NASA's 2023 study to the reports of the All-domain Anomaly Resolution Office, say they found no verifiable evidence of extraterrestrial technology.

Billy Carson's reading

Billy Carson's answer to "where is everybody?" is that they are already here, and have been for a long time. In his reading of the ancient record, the Sumerian accounts of the Anunnaki and the Enochian stories of the Watchers describe flesh-and-blood visitors and real technology rather than purely symbolic gods, with later cultures mythologising what earlier ones recorded more literally. On that view Hart's Fact A is wrong: the evidence of contact sits in humanity's oldest texts, and modern UAP reports continue the story. Carson treats the congressional hearings as a milestone rather than an endpoint and describes disclosure as an ongoing process unfolding across news stories, hearings, official reports and file releases.

It is one position among the proposed solutions. Like the zoo hypothesis, it explains the silence, but it rests on interpretation of ancient texts and on testimony rather than verified physical evidence. Mainstream scholarship reads the Anunnaki as Mesopotamian deities, and official UAP reviews have found no confirmed alien technology. Carson acknowledges those readings and argues the textual record still leaves room for his.

Watch, read and go deeper

Billy Carson's 4BK TV series Anunnaki: Ancient Secrets Revealed explores the ancient-record side of his answer, and the ancient astronaut theory guide sets it alongside the mainstream criticism. For the modern side, read the UAP hearings explainer. For the deeper question of what kind of universe could be this quiet, start at the Holographic Universe topic hub.

Frequently asked questions

What is the Fermi paradox in simple terms?

The Fermi paradox is the puzzle that the galaxy seems old and large enough for alien civilisations to have spread everywhere, yet we see no confirmed sign of any. It is named after Enrico Fermi's 1950 question at Los Alamos.

Is the Drake equation scientifically accurate?

The Drake equation is mathematically sound but cannot give a reliable number, because four of its seven factors (life, intelligence, technology and lifespan) are unknown. Astronomy has since measured the first factors, and they turned out generous; the rest remain guesses.

What is the Great Filter?

The Great Filter is Robin Hanson's idea that at least one step on the path from lifeless chemistry to a galaxy-spreading civilisation is extremely unlikely. If that step is behind us, humanity is rare. If it is ahead, civilisations tend to fail before they spread.

Has the Fermi paradox been solved?

No answer is accepted by everyone. The 2018 Sandberg, Drexler and Ord paper argued that realistic uncertainty about biology makes an empty sky unsurprising, and estimated a 53 to 99.6 percent chance that we are alone in the Milky Way. Others favour Rare Earth, the zoo hypothesis, or the view that visitors are already here.

Do UAP reports answer the Fermi paradox?

Not yet. If any unidentified anomalous phenomenon were proven to be non-human technology, it would answer Fermi's question directly. To date, official reviews by NASA and the All-domain Anomaly Resolution Office report no verifiable evidence of extraterrestrial technology.

Sources and further reading

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