Skip to main content

We still don’t know how people are really using AI

Technology
United States
Started August 19, 2026

AI companies like Anthropic and OpenAI regularly publish reports on how people are using products like Claude and ChatGPT, but they only release the data they want us to see, AI researchers say. “There is no independent source to corroborate it,” says Anka Reuel, a Computer Science PhD candidate at the Stanford Trustworthy AI Research…

Looking for a particular claim? Search all statements
🗳️ Join the conversation
10 statements to vote on • Your perspective shapes the analysis
📊 Progress to consensus analysis Needs 7+ participants and 20+ votes. Each statement joins once it has 3+ votes.
Participants 0/7
Statements (10+ recommended) 10/10
Total Votes 0/20
💡 Progress updates live here. Analysis can run once all three requirements are met.

Your votes count

No account needed. Your votes are saved and included in the consensus analysis. Create an account to keep a record of your votes.

CLAIM Posted by admin • Aug 19, 2026
AI companies should be mandated to provide independent audits of user data to ensure transparency.
Vote options for this statement: agree, disagree, or unsure
Vote to see results
CLAIM Posted by admin • Aug 19, 2026
Independent research on AI usage is essential for building trust in AI technologies.
Vote options for this statement: agree, disagree, or unsure
Vote to see results
CLAIM Posted by admin • Aug 19, 2026
Public accountability mechanisms should be established for AI companies to ensure ethical use of data.
Vote options for this statement: agree, disagree, or unsure
Vote to see results
CLAIM Posted by admin • Aug 19, 2026
Public understanding of AI usage is hindered by the lack of diverse sources of information.
Vote options for this statement: agree, disagree, or unsure
Vote to see results
CLAIM Posted by admin • Aug 19, 2026
AI companies are not obligated to share comprehensive data on user interactions.
Vote options for this statement: agree, disagree, or unsure
Vote to see results
CLAIM Posted by admin • Aug 19, 2026
AI companies have a right to control how they share user data and usage statistics.
Vote options for this statement: agree, disagree, or unsure
Vote to see results
CLAIM Posted by admin • Aug 19, 2026
AI usage patterns are likely to be misrepresented due to the lack of independent oversight.
Vote options for this statement: agree, disagree, or unsure
Vote to see results
CLAIM Posted by admin • Aug 19, 2026
Users of AI tools are often unaware of how their data is being utilized by companies.
Vote options for this statement: agree, disagree, or unsure
Vote to see results
CLAIM Posted by admin • Aug 19, 2026
AI companies need to balance transparency with protecting proprietary information.
Vote options for this statement: agree, disagree, or unsure
Vote to see results
CLAIM Posted by admin • Aug 19, 2026
Understanding AI usage requires collaboration between companies and independent researchers.
Vote options for this statement: agree, disagree, or unsure
Vote to see results

💡 How this works

  • • Add statements: Post claims or questions (10 to 500 characters).
  • • Vote: Agree, disagree or unsure on each statement.
  • • Respond: Add detailed arguments for or against, with evidence.
  • • Consensus: Once enough people take part, analysis shows opinion groups and where they agree.

Society Speaks is open and independent. Your support keeps civic discussion free from advertising and commercial influence.

Support us