The Connection Between Self-Taught AI and the Resistance to Changing Minds

The Connection Between Self-Taught AI and the Resistance to Changing Minds

In recent years, self-taught artificial intelligence (AI) has made significant strides in mimicking the way the human brain works. Through self-supervised learning algorithms, these large language models and image recognition systems learn to fill in gaps in data without the need for external labels or supervision. This approach closely resembles how animals, including humans, explore their environment and gain a deep understanding of the world without relying on labeled data sets.

The success of self-supervised learning algorithms in modeling human language and image recognition is a testament to the power of predicting and filling in gaps. Just as our brains are thought to predict an object's future location or the next word in a sentence, these algorithms attempt to predict the missing information in an image or text segment. However, this is just the beginning of understanding brain function.

According to Andrew Richards, a neuroscientist, our visual system has two specialized pathways because they help predict the visual future. A single pathway isn't sufficient. Similarly, truly understanding the complexities of the human brain will require more than just self-supervised learning algorithms. One crucial aspect that sets our brains apart is the presence of feedback connections, which current AI models lack.

Interestingly, the way our brains function explains why facts often fail to change our minds. As Harvard psychologist Steven Pinker suggests, our minds may prioritize beliefs that bring us allies, protectors, or disciples, rather than beliefs that are most likely to be true. This inclination is rooted in our evolutionary history as herd animals. Belonging to a tribe was essential for survival, and being cast out from the tribe was a death sentence.

The desire to fit in and gain the respect and approval of our peers often leads us to prioritize social ties over facts. Changing someone's mind is, in essence, convincing them to change their tribe. When people abandon their beliefs, they risk losing their social connections. Therefore, it's crucial to create an environment where individuals feel safe and supported, allowing them to explore new ideas without fear of judgment or isolation.

Books, for example, provide a psychologically safe space for individuals to ponder threatening ideas without feeling defensive. The conversation takes place inside their heads, free from the risk of immediate judgment. This is why books have been effective in transforming beliefs compared to conversations or debates. We need these safe spaces to unlock our potential for open-mindedness and creativity.

Additionally, the power of repetition cannot be underestimated. Ideas that are repeated often are more likely to be believed, regardless of their accuracy. Clear's Law of Recurrence states that the number of people who believe an idea is directly proportional to the number of times it has been repeated in the last year. Therefore, it's essential to champion good ideas and share them widely, rather than wasting time tearing down bad ideas.

When engaging in discussions or debates, it's crucial to remember that most people argue to win, not to learn. Instead of trying to prove others wrong, we should strive to keep the conversation going. As Haruki Murakami wrote, "Always remember that to argue, and win, is to break down the reality of the person you are arguing against. It is painful to lose your reality, so be kind, even if you are right." Kindness, treating others like family, can be a powerful method for changing someone's mind.

Developing friendships, sharing meals, and gifting books are tangible ways to foster connections and change minds. By creating a sense of belonging and providing a safe environment, we can encourage open-mindedness and facilitate the exploration of new ideas. Ultimately, it is through friendship and shared experiences that we can overcome the resistance to changing our minds and embrace new perspectives.

Actionable Advice:

1. Foster psychologically safe environments: Create spaces where individuals feel comfortable exploring new ideas without fear of judgment or isolation. This can be achieved through open and respectful conversations, book clubs, or other inclusive settings.
2. Champion good ideas: Instead of wasting time tearing down bad ideas, focus on promoting and sharing good ideas. Repetition plays a significant role in shaping beliefs, so make sure positive and accurate ideas are repeatedly shared.
3. Be kind and develop friendships: Building meaningful connections and treating others like family can be transformative. Share meals, engage in conversations, and gift books to foster friendships that can lead to open-mindedness and, ultimately, changing minds.

In conclusion, there is a fascinating connection between the advancements in self-taught AI and the resistance to changing minds. By understanding how self-supervised learning algorithms mimic the brain's predictive abilities, we can gain insights into why facts often fail to persuade individuals. Creating psychologically safe environments, championing good ideas, and developing friendships are actionable steps we can take to overcome this resistance and foster open-mindedness.