Media Manipulation and Bias Detection
Auto-Improving with AI and User Feedback
HonestyMeter - AI powered bias detection
CLICK ANY SECTION TO GIVE FEEDBACK, IMPROVE THE REPORT, SHAPE A FAIRER WORLD!
Financial markets (stocks, bonds, currencies, commodities)
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 language that subtly frames market moves or risks in emotional or dramatic terms rather than purely descriptive ones.
1) "...with a dip in oil prices improving sentiment ahead of an expected rate hike from the Bank of Japan." 2) "...another brutal selloff this week that took the 10-year US Treasury beyond 5% to its highest since 2007." 3) "...as the over six-month-long war in the Middle East shows few signs of ending, keeping oil prices above $100 per barrel and fanning inflation fears across the globe." These phrases introduce evaluative or emotive wording ("improving sentiment", "brutal selloff", "fanning inflation fears") that go slightly beyond neutral description of prices and policy.
Replace "improving sentiment" with a more neutral, observable description, e.g.: "...with a dip in oil prices coinciding with gains in equities ahead of an expected rate hike from the Bank of Japan."
Replace "another brutal selloff" with a neutral term, e.g.: "Bond prices steadied after a sharp selloff this week that took the 10-year US Treasury beyond 5% to its highest since 2007."
Replace "fanning inflation fears across the globe" with a more specific and sourced formulation, e.g.: "...keeping oil prices above $100 per barrel and adding to concerns among policymakers about inflation."
Attributing complex market movements or macroeconomic conditions to a single or overly narrow cause without clarifying that multiple factors are involved.
1) "Monetary policy response is in focus this week as the over six-month-long war in the Middle East shows few signs of ending, keeping oil prices above $100 per barrel and fanning inflation fears across the globe." 2) "Hopes of alternate ways for oil supply from the Middle East to reach markets pushed Brent crude futures down 1%..." These sentences imply a relatively direct, single-cause relationship between the Middle East war and global inflation fears, and between supply-route hopes and the oil price move, without acknowledging other contributing factors (global demand, other producers, inventory data, etc.).
Qualify the causal language, e.g.: "...as the over six-month-long war in the Middle East shows few signs of ending, contributing to keeping oil prices above $100 per barrel and adding to inflation concerns among policymakers."
Clarify that multiple factors may be at play, e.g.: "Hopes of alternate ways for oil supply from the Middle East to reach markets were among the factors that coincided with a 1% fall in Brent crude futures..."
Where possible, add brief mention that other drivers (such as demand trends or other producers’ output) also influence prices, to avoid implying a single-cause explanation.
Using broad or global claims without providing specific evidence, data, or attribution.
"...fanning inflation fears across the globe." This suggests a global, widespread reaction but does not provide evidence (e.g., surveys, policy statements, or data) to support the scope of the claim.
Attribute the concern to specific actors, e.g.: "...and raising inflation concerns among central banks in major economies."
Alternatively, add a source, e.g.: "...fanning inflation fears across the globe, according to recent statements from the IMF and several central banks."
If no evidence is available, narrow the scope: "...and contributing to inflation concerns in several advanced economies."
Presenting information in a way that subtly nudges interpretation, such as emphasizing certain aspects (like "beaten-down" stocks) that carry evaluative connotations.
"Traders also took their cues from a rally on Wall Street overnight, led by beaten-down tech stocks." The phrase "beaten-down" frames tech stocks as having been unfairly or excessively sold off, which is interpretive rather than purely descriptive.
Use neutral descriptors, e.g.: "...led by previously underperforming tech stocks."
Or specify the factual basis, e.g.: "...led by tech stocks that had fallen X% over the past month."
Avoid language that implies a value judgment about whether prior price moves were justified.
- 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.