People often talk about politics and defend or attack political beliefs—especially on social media—because politics is deeply tied to identity, values, and a sense of belonging. Here are a few reasons why it happens so often and so emotionally:
Identity and Belonging: Political beliefs often align with core values and worldviews. When someone challenges those beliefs, it can feel like a personal attack, not just a disagreement.
Tribalism: Humans naturally form groups. Politics can create an “us vs. them” mentality, where defending your side becomes a way of showing loyalty.
Echo Chambers: Social media algorithms tend to show users content they already agree with. This reinforces existing beliefs and makes opposing views seem more extreme or threatening.
Validation and Status: Expressing political views online can be a way to gain approval or respect from like-minded peers. It can also feel empowering to speak out, especially on controversial topics.
Misinformation and Emotional Content: Political content that triggers strong emotions—anger, fear, outrage—gets more attention and shares. This fuels more reactionary and defensive behavior.
Perceived Stakes: People often feel that political outcomes directly affect their rights, safety, or future. That sense of urgency makes discussions more intense.
“And here’s where the real opportunity emerged: The work graph—which included two months of activity that was vetted and context-rich—could then be used to train the AI tool. Because it captured everything the team deemed important, it provided the AI tool with real-time, human-validated context, which enabled the tool begin working in a way that aligned with how the team actually worked. With this input, the AI tool was able to produce a significantly more complete first draft, reducing iterations and accelerating the path to a final, usable contract. This approach cut the team’s manual effort in drafting each contract by more than half. While they still reviewed and verified the AI-generated output, they required far fewer iterations and much less rework. As a result, the team’s overall throughput in generating contracts increased by nearly 30%.”
People are often encouraged—or even required—to state that an article, statement, or artwork was made by AI for reasons of transparency, ethics, and trust. Here are the main reasons:
Transparency and Honesty: It helps readers or viewers understand who—or what—created the content. This prevents misleading audiences into thinking a human wrote or created something when it was generated by a machine.
Accountability: When AI is involved, it’s important to clarify who is responsible for the output. This is especially true in areas like journalism, academic writing, or legal and medical information, where credibility matters.
Informed Interpretation: Knowing that a piece was generated by AI can change how someone interprets it. For example, an AI-written poem may not carry the same emotional or autobiographical weight as one by a human.
Ethical Considerations: Many industries are working to prevent misuse of AI-generated content (e.g., deepfakes, fake news). Disclosing AI authorship helps fight misinformation and supports ethical use of technology.
Attribution and Intellectual Property: Clarifying the role of AI in a work can help with determining authorship rights and how a work can legally be used or sold.
The pupils of the Tendai school used to study meditation before Zen entered Japan. Four of them who were intimate friends promised one another to observe seven days of silence.
On the first day all were silent. Their meditation had begun auspiciously, but when night came and the oil lamps were growing dim one of the pupils could not help exclaiming to a servant: “Fix those lamps.”
The second pupils was surprised to hear the first one talk. “We are not supposed to say a word,” he remarked.
“You two are stupid. Why did you talk?” asked the third.
“I am the only one who has not talked,” concluded the fourth pupil.
