Fake conclusions as a sign of fake news

In everyday life, work, communication and decision-making, a person often faces the need to draw conclusions. However, not all conclusions are correct. False conclusions can lead to errors, misunderstandings, conflicts and other serious consequences. In this material, we will consider in detail what false conclusions are, why they arise, what types there are and how to effectively deal with them.

What are false conclusions?
A fake conclusion is an incorrect conclusion based on incomplete, distorted, or misinterpreted data. It is a logical error where the conclusion is not supported by facts or intelligence, but is often based on subjective assumptions, biases, or emotional reactions.

Example of a false conclusion:
The man was late for a meeting ⇒ He does not respect others (the conclusion does not take into account possible circumstances: traffic jams, illness, force majeure).

The main reasons for forming false conclusions:

  • Cognitive biases are systematic errors in thinking that affect the perception and analysis of information.

– Confirmation bias is the tendency to search for and interpret information in such a way that it confirms existing beliefs.
– The halo effect is the tendency to make general conclusions based on one positive or negative quality.
– Survivorship bias — focusing on successes and ignoring failures.

  • Lack of information. Often, conclusions made are based on limited data, which greatly reduces their objectivity and accuracy.
  • Emotional influence. Emotions can cloud common sense, causing unsafe and unfounded conclusions.
  • Haste and pressure. Under stress or when there is a need to make a quick decision, a person is prone to simplified, sometimes erroneous conclusions.

Types of fake conclusions:

  • Generalizing from insufficient data

For example: “A researcher conducting an experiment with a small sample (e.g., 30 people) demonstrated the effectiveness of two different methods of teaching memory skills. As a result, he found no statistically significant differences between the methods and concluded that both were suitable for teaching. However, it would be more correct to note that the data were insufficient to conduct a full analysis and valid generalizations of the results of the experiment aimed at improving cognitive abilities.”

  • Causal errors

For example: “After I started taking vitamin C, I stopped getting sick — that means vitamin C cures all diseases.”

  • False dichotomy

The belief that there are only two options when in fact there are more.

  • Appeal to authority

Accepting conclusions simply because someone with authority states them, without checking them yourself.

Examples of false conclusions

  • Fake aliens.

Scientists allegedly discovered an “intergalactic object” in July 2025 that is “most likely” an alien ship and could reach Earth in November 2025.

What is real? The rumor started after the New York Post published a story about a rare interstellar object, but social media distorted the meaning, presenting it as a threat.

3I/ATLAS is an interstellar object discovered in 2025 that has a number of cometary properties. It was spotted moving through the Solar System and is the third object to be recorded to have come from the outer Solar System. The nucleus of 3I/ATLAS is approximately 11 kilometers in size and it shines brightly, being far from the Sun most of the time. Interestingly, some scientists, including Harvard University astrophysicist Avi Loeb, have hypothesized that this object may be artificial, that is, a spacecraft of alien origin. The reason for such assumptions is the strange behavior of the object, for example, its own glow, which is similar to car headlights, and the brightness, which does not decrease as in ordinary comets or asteroids that reflect sunlight. This version has not yet been proven, and most scientists are inclined to believe that 3I/ATLAS is simply a comet with an unusual composition and behavior. Thus, 3I/ATLAS is primarily an interstellar comet-like object, but there is discussion and possibility that it could be a spacecraft, although this remains only a hypothesis and a subject of scientific debate.

  • Misconception about 5G.

In recent years, one of the most famous fake narratives has been actively spreading on the Internet and social media: the claim that fifth-generation communication technologies (5G) allegedly facilitate the spread of COVID-19. This myth has become a clear example of a false conclusion based on distortion of facts and a lack of scientific basis.

The essence of the fake comes down to the claim that 5G electromagnetic radiation weakens the human immune system, creating conditions for the rapid spread of viruses. At the same time, the authors of the distributed materials often referred to pseudo-expert opinions or did not provide reliable sources of information at all. In reality, scientific studies have shown that 5G radio frequency radiation is safe for humans and does not affect the development of infectious diseases. The global scientific community and official health organizations have repeatedly refuted this false connection. The World Health Organization (WHO) emphasized that viruses cannot spread through radio frequencies or mobile networks, and the method of spreading COVID-19 is airborne droplets through contact with infected people. Moreover, no correlation was found between the deployment of 5G networks and the increase in the incidence of the disease. This fake has become dangerous not only in terms of disinformation, but also in terms of real consequences: in different countries, cases of damage to 5G base station equipment and attacks on engineers have spread precisely under the influence of such false conclusions.

How to fight against fake conclusions?

1. Awareness and self-reflection. The first step is to understand that we are fallible and to be critical of our conclusions.

Before making an important decision, ask yourself:

– What is my conclusion based on?

– Are there alternative explanations?

– Can I verify the facts?

2. Check sources and facts. Collect enough and quality information before drawing conclusions. Trust verified, independent sources and try to analyze data from different angles.

3. Pause to analyze information. If the situation allows, do not make decisions based on emotions or under pressure. Pause to “digest” the information and return to the issue with a fresh look.

4. Develop critical thinking. Learn to recognize logical errors and cognitive distortions.

Practice: Learn the basics of logic and cognitive psychology, participate in debates and discussions.

5. Feedback. Discuss your findings with colleagues, friends or experts to get a different point of view.

6. Keep a thinking journal. Write down your assumptions and the results of their verification, this will help track and reduce errors over time.

Fake conclusions are a common phenomenon that prevents us from adequately perceiving reality and making informed decisions. However, they can be effectively combated if you learn to critically evaluate information, control your emotions, and test hypotheses in a timely manner. Developing these, skills will not only improve the quality of your thinking, but will also have a positive impact on your personal and professional life. Remember: the ability to draw the right conclusions is a skill that comes with experience and self-discipline.