RESEARCH REPORTS
See how AI answers change through real research.
REALI uses GEO Positioning System (GPS) to study how AI answers questions, presents sources and changes across models and time.
Start with the findings and charts. Then follow the study scope, methods, authorship and limitations when you want to examine the evidence.
One debate. Three waves of AI answers.
FEATURED RESEARCH
How does AI make sense of a public event?
Three waves around Taipei’s mayoral debate reveal changes in cited sources, candidate descriptions and topics. The study examines model answers, not public opinion or an objective score of the candidates.
From U.S. Elections to Taipei’s Debate: What Shapes AI’s View of the Candidates?
- Study period
- 2026.10.30–11.01
- Models
- ChatGPT · Gemini
By Raymond Wu and the REALI research team. Findings describe AI answers under the study conditions, not public opinion or candidates’ abilities.
Read the study and charts →CHOOSE YOUR QUESTION
Are you looking for findings, perspectives or methods?
Public research
Explore observations supported by data from clearly defined questions and test conditions.
Read a complete study →Industry insights and perspectives
Consider what published observations mean for practice. For example: do different models and test dates surface the same frequently cited websites?
Read the cited-website comparison →Methods and data notes
Understand how answers are retained, which comparisons are valid and why cited pages need to be checked at the source.
Read GPS methods and interpretation limits →
READ THE EVIDENCE
What should you check before using a finding?
- 01
What was tested
Look at the questions, models, dates and data scope. A single context should not stand in for every situation.
- 02
Where the numbers came from
Check each chart’s unit, source and calculation. A citation shown by AI still needs to be opened and reviewed.
- 03
What the evidence can support
Distinguish what the model says, how the researcher interprets it and what still needs other evidence.
PLANNED
Interested in deeper research over time?
We are planning research membership and paid access to selected major reports. Existing public studies remain open to read. Membership and payment features are planned and not yet available.
For a question specific to your brand or issue, you can also discuss a separate GPS research project.
Media coverage & perspectives
Research that opens a wider conversation.
Explore Mirror Media’s reporting and related articles on ETtoday Forum and SETN, alongside REALI’s original study.
Mirror Media · ETtoday Forum · SETN
Browse media coverage and external articles →Read the research methods and charts →