Media Manipulation and Bias Detection
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HonestyMeter - AI powered bias detection
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Positive framing of book and author
Caution! Due to inherent human biases, it may seem that reports on articles aligning with our views are crafted by opponents. Conversely, reports about articles that contradict our beliefs might seem to be authored by allies. However, such perceptions are likely to be incorrect. These impressions can be caused by the fact that in both scenarios, articles are subjected to critical evaluation. This report is the product of an AI model that is significantly less biased than human analyses and has been explicitly instructed to strictly maintain 100% neutrality.
Nevertheless, HonestyMeter is in the experimental stage and is continuously improving through user feedback. If the report seems inaccurate, we encourage you to submit feedback , helping us enhance the accuracy and reliability of HonestyMeter and contributing to media transparency.
Using the opinion or status of an authority figure to lend weight or credibility to a claim.
“Addressing the event, the Vice-President described the book as a timely and significant contribution…” The evaluation of the book’s importance is presented solely through the Vice-President’s praise. While it is clearly attributed, the article offers no additional context, critique, or alternative perspectives, which can subtly promote the book by relying on the authority of a high-ranking official.
Add neutral context about the book’s content and purpose without value-laden terms, e.g., “The book discusses aspects of Sanatan Sanskriti and its historical perspectives.”
Clarify that the statement is an opinion, e.g., “The Vice-President expressed his view that the book is a timely and significant contribution…”
Include any available neutral or critical perspectives (if relevant), or explicitly note that other reviews or assessments are not yet available.
Use of value-laden or promotional wording that implicitly endorses a subject.
The phrase “timely and significant contribution” is inherently positive and promotional. Although it is attributed to the Vice-President, the article includes only this positive characterization and no neutral description of the book’s content or scope.
Balance the evaluative quote with a neutral description, e.g., “The book covers [brief, factual summary of topics] and was released at an event in New Delhi.”
Make the evaluative nature explicit, e.g., “In his speech, the Vice-President praised the book as a ‘timely and significant contribution’.”
Avoid adopting the praise as the article’s framing; instead, lead with factual details (author, subject, occasion) and then report the quote as one participant’s opinion.
- This is an EXPERIMENTAL DEMO version that is not intended to be used for any other purpose than to showcase the technology's potential. We are in the process of developing more sophisticated algorithms to significantly enhance the reliability and consistency of evaluations. Nevertheless, even in its current state, HonestyMeter frequently offers valuable insights that are challenging for humans to detect.