SETI Monte Carlo: What Are the Odds of Finding Aliens?

simulation advanced ~8 min
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Detection probability: 0.63% with current SETI parameters

With 1,000 civilizations in the Galaxy and 0.1% sky coverage, the probability of detecting a signal is approximately 0.63%. SETI has searched far too little of the sky so far.

Formula

P(detect) = 1 - (1 - Ω/100)^N
E(signals) = N × Ω/100

Why Cosmic Silence Proves Nothing

People often say: 'SETI has been searching for 60 years and found nothing — so nobody is out there.' But this is a logical error. To understand why, we need to calculate how much of the sky we have actually searched and what that means statistically.

This simulation uses the Monte Carlo method: we randomly place N civilizations throughout the Galaxy and check whether any of them fall within the field of view of our radio telescopes. By running thousands of random trials, we build up a statistical picture of our chances of detection under various assumptions.

The Numbers Are Sobering

SETI has surveyed less than 0.1% of the sky in the relevant frequency ranges. Even if there are 1,000 communicating civilizations in the Milky Way, our probability of having detected one by now is only about 0.63%. That is like searching one room in a mansion with a thousand rooms and concluding the building is empty. The absence of evidence is not evidence of absence — at least not yet.

What Would It Take?

Adjust the sky coverage parameter to explore what it would take to make a definitive statement. For 95% confidence that we would have detected at least one civilization (assuming 1,000 exist), we would need to survey roughly 3% of the sky — thirty times more than we have covered so far. Next-generation facilities like the Square Kilometre Array (SKA) will dramatically increase our coverage, potentially surveying the entire sky at unprecedented sensitivity. Until then, the cosmic silence remains statistically consistent with a Galaxy teeming with life.

FAQ

Why hasn't SETI found anything yet?

SETI has searched less than 0.1% of the sky in narrow frequency bands. With 1,000 civilizations in the Galaxy, the detection probability is under 1%. Silence proves nothing yet.

What is the Monte Carlo method?

A statistical method that uses many random experiments to estimate probabilities. We 'place' civilizations randomly and check whether any fall within the field of view of our telescopes.

How much sky do we need to search?

For 95% confidence with 1,000 civilizations, we would need to cover approximately 3% of the sky. Current capabilities are around 0.1%.

Sources

Embed

<iframe src="https://homo-deus.com/lab/fermi-paradox/seti-monte-carlo/embed" width="100%" height="400" frameborder="0"></iframe>
View source on GitHub