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Undetected past contacts with technological species: implications for technosignature science

Using Bayesian inference, the paper argues that the hypothesis of numerous undetected past contacts with technological species is implausible given current search limits, suggesting that if such contacts occurred, they likely originated from thousands of light-years away and remain extremely rare.

Original authors: Claudio Grimaldi

Published 2026-02-23
📖 5 min read🧠 Deep dive

Original authors: Claudio Grimaldi

Original paper licensed under CC BY 4.0 (http://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

The Cosmic "Needle in a Haystack" Revisited: A Simple Explanation

Imagine the universe is a giant, dark ocean, and Earth is a tiny boat. For the last 65 years, we've been sitting on that boat with a very sensitive sonar, listening for the "ping" of other advanced civilizations (technosignatures). So far, the ocean has been silent.

Most scientists assume this silence means the ocean is empty, or at least that the other boats are very far away. But this paper asks a different, slightly more optimistic question: What if the other boats have passed right by us, but we just didn't hear them?

Maybe their "pings" were too quiet, or they were on a frequency we weren't listening to, or we recorded the sound but didn't realize it was a message.

The author, Claudio Grimaldi, uses a bit of math (Bayesian statistics) to test this idea. He asks: "If we assume that, in the last 65 years, alien signals actually hit Earth but we missed them, how many of them would there have to be for us to have a good chance of catching one today?"

Here is the breakdown of the findings, using some everyday analogies.


1. The "Missed Call" Problem

Think of the last 65 years as a time when aliens were trying to call Earth.

  • Scenario A: They never called. (The ocean is empty).
  • Scenario B: They called, but we missed the calls because our phone was on silent, or the signal was too weak.

The paper explores Scenario B. It assumes that, in reality, thousands of these "missed calls" (undetected contacts) happened. The question is: How many missed calls would it take to guarantee we hear one today?

2. The Bad News: The Numbers Don't Add Up

The author runs the numbers and finds a surprising result. To have a 95% chance of hearing an alien signal today from within a "reasonable" distance (say, 1,000 light-years), the universe would have to be absolutely teeming with activity.

The Analogy:
Imagine you are looking for a specific type of rare bird in a forest. You've been looking for 65 years and haven't seen one.

  • If you assume you did see them but just didn't notice, you have to assume there are billions of these birds flying around your backyard every day.
  • The paper calculates that to get a high chance of seeing one today, you would need more "missed birds" than there are habitable planets in that entire region of space.

The Conclusion: It is statistically impossible that we missed a huge number of signals from nearby stars. If we missed them, they must have come from very far away (thousands of light-years), or the aliens are incredibly rare.

3. The "Lighthouse" vs. The "Flashlight"

The paper also considers the direction of the signal.

  • Omnidirectional (The Lighthouse): A signal that blasts out in all directions (like a Dyson sphere or a megastructure).
  • Directional (The Flashlight): A signal aimed specifically at Earth (like a laser pointer).

The math shows that even if the aliens are using "flashlights" aimed right at us, the numbers don't change much. If we missed them, they are still incredibly rare. If they are using "lighthouses," they are still incredibly rare. The direction doesn't save the "we missed them" theory.

4. The Only Way It Could Work (The "What Ifs")

The paper asks: "Is there any scenario where we missed a ton of signals, but they are still close by?"
It finds two very specific, unlikely scenarios:

  1. The "Neighborhood" Theory: All the aliens are living right next door (within 1,000 light-years), and they are all clustered tightly around us. It's like assuming every single person in the world lives in your specific city block. It's possible, but highly unlikely.
  2. The "Sudden Boom" Theory: Aliens didn't exist for most of history, but suddenly, 1,000 years ago, they all appeared at once. It's like a forest where no trees grew for a million years, and then, overnight, a forest exploded into existence.

If either of these happened, we might have missed a lot of signals. But if they didn't happen, then the "missed signal" theory falls apart.

5. The Final Verdict: Don't Get Your Hopes Up (Yet)

Even if we assume the "Sudden Boom" or the "Neighborhood" theory is true, the paper concludes that we still won't find many signals.

The Analogy:
Imagine you are searching a massive library for a specific book. Even if you know the book exists and was recently published, if the library has 100 billion books, finding that one specific volume is still a needle-in-a-haystack problem.

The math shows that even in the best-case scenario where we missed many past signals, the number of signals we could detect today is still very small—probably just a handful across the entire galaxy.

Summary for the Everyday Reader

  • The Hope: Maybe we missed alien signals in the past, and they are still out there.
  • The Reality Check: For that to be true, the universe would have to be impossibly crowded with aliens right next to us, or they all appeared very recently.
  • The Takeaway: If we did miss past contacts, the ones we can catch today are likely very far away (thousands of light-years) and very few in number.
  • The Silver Lining: This doesn't mean aliens don't exist. It just means that if they are out there, they are either very far away, very rare, or we need to look much harder and much deeper into the galaxy than we have so far.

In short: The universe is likely not as "loud" or "close" as we might have hoped. If we are going to find them, we need to keep listening, but we should expect the search to be long and difficult.

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