Public Verification Refined by AI: A Practical Guide to Legal Checks and Expression Safety

"How much can I write?"—I use generative AI to provide answers to the anxieties everyone feels when posting public questions or verification articles.
In this article, I will explain with practical examples how to use AI to refine rephrasing definitive expressions that easily lead to defamation, the basics of quoting screenshots, and procedures for anonymizing third-party information, among other aspects of legal and social safety.

It's not quite a prompt, but I have Chappy (ChatGPT) check my work as follows.

↓↓ Then it checks, answers, and gives advice like this! ↓↓

This part is fine (currently GOOD)

• Not disclosing personal names: Operating without revealing the names of staff members in articles or on X reduces the risk of defamation and harassment.

• Structure of Fact → Evidence → Request: It focuses on timelines, presenting screenshots, and specific requests, avoiding emotional criticism.

• Not making strong demands for money or free parts: This avoids leaning toward unreasonable demands or obstruction of business by force/fraud.

• Third-party cases are anonymized or consented to: Personal information and privacy are being respected.

Expressions that easily become risks and tips for making them safe

In Japan, "defamation" can be established even if it is true (though illegality may be excluded based on public interest, public nature, and truthfulness (or reasonableness)), so the iron rule is to avoid definitive tones and assertions of crime/falsehood.

1) From assertion to request for clarification/verification

• Leaning toward NG: "They made a false report"

• Leaning toward OK: "Because there is a possibility of a difference in factual perception or a failure in communication, I request an explanation based on the logs"

2) Be careful with assertions about quality/defects

• Leaning toward NG: "It is a defective product," "It should not be sold"

• Leaning toward OK: "There are issues with operation/explanation," "There is a gap between specifications and explanation," "A review of the sales system is necessary"

3) Tone adjustment for strong critical expressions

• Clearly state evaluations as "opinions," such as "lacking sincerity" or "responses were reactive." (Opinions and critiques are more easily protected / *Provided they are based on facts)

  
  

4) Encouraging actions that avoid infringing on the rights of others

• Calls such as "let's flood them with complaint calls" or "stop buying their products" carry the risk of obstruction of business. →
  Encourage moderate actions, such as "requesting fact-checking and improvements via official forms."

5) Copyright and citation of screenshots, etc.

• Website screenshots may be considered copyrighted works. Ensure they meet the requirements for citation (subject-subordinate relationship, necessity, clear source attribution, and no modifications). *Since the first installment already limits this to the minimum necessary scope, it is generally okay. It is safer to clearly state the source URL and date of acquisition in the caption.
  

6) Handling third-party information

• Consent-obtained or anonymized information is okay. For hearsay, use expressions like "according to information provided." If necessary, explicitly state: **"No personally identifiable information will be posted."**
  

A template sentence that is safer to include in your current note/X post

• "This post is a compilation of facts and suggestions for improvement based on public information, my own records, and anonymous information provided. I avoid definitive evaluations and will, as necessary, update this based on log-based explanations from the company side."

• "I am not seeking free compensation or damages, and my requests are limited to: 1) clarifying responsibility, 2) preventing recurrence, and 3) providing explanations to other users."

• "Proper names are limited to legal entities; individual names, contact information, etc., will not be posted."

Rough Legal Checklist (Japan)

• Are there any allegations of false facts that could constitute defamation or damage to credit? → Avoid definitive statements, provide evidence, and ensure the possibility of correction.

• Are there any extreme calls to action that could lead to obstruction of business? → Encourage calm requests through official channels.

• Is there any careless disclosure of privacy or personal information? → Redact individual names, addresses, phone numbers, etc.

• Does it meet the citation requirements (source, primary/secondary relationship, and necessity) for screenshots?

• Is third-party information handled with consent, anonymization, and limited citation?

Making minor adjustments here will provide even more peace of mind (examples):

• “False report” → “Possibility of factual misunderstanding or communication failure” or “Doubts regarding the consistency of the explanation”

• “Defect” → “Operational or explanatory issues” or “Inadequacy in specification information”

• “Dishonest response” → “Impression of lacking sincerity” or “Impression that the explanation was reactive”

General Review

• Current operations are good. By adhering to the aforementioned “avoiding definitive statements, citation requirements, and consideration for anonymity,” you can keep risks low in terms of both social norms and legal standards.

• Finally, explicitly stating that you are “prepared to make corrections or updates” makes for a fair and strong message.

Summary

The purpose of this communication is not to condemn anyone, but to visualize structural issues and lead to their correction. To that end, we will proceed with
facts → evidence → requests as the core, avoiding definitive statements and clearly indicating sources and the possibility of updates. We will continue to handle the information provided with care and update the article as necessary.

That is all from Chappy-sensei. lol

Everyone, let’s also master the basics of organizing facts, providing evidence, and making calm requests instead of suffering in silence.
If you use generative AI as a “partner for preparation,” you can also streamline the adjustment of phrasing and legal self-checks.
Let’s assert consumer rights correctly and confidently!