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!
Equity market / NZX-listed companies
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 slightly dramatic or emotive phrasing that can color perception, even if subtly.
Subheadings such as "Flying away" and "Still just friends" introduce a light, narrative tone that is not strictly necessary for conveying the financial information. They can imply drama or relationship-like tension around stocks or corporate actions, even though the underlying text is factual.
Replace "Flying away" with a neutral subheading such as "Exporters gain" or "Exporters support index".
Replace "Still just friends" with a neutral subheading such as "Tourism Holdings and BGH arrangement" or "Tourism Holdings takeover prospects".
Avoid metaphorical or relationship-style language in headings when reporting purely financial movements, to keep tone strictly informational.
Implying that one event caused another when only a correlation is observed, without clearly marking it as an interpretation.
1) "The kiwi dollar fell on the central bank’s statement, providing a tailwind for exporters such as Fisher & Paykel Healthcare, a2 Milk Co, Sanford and Ebos Group." 2) "Exporters were among those buoying the index, which spent most of the day in negative territory. Heavyweight F&P Healthcare rose 1%..." 3) "That’s pulled back expectations of rate hikes and potentially why our market has got firm as the day’s gone on." (attributed to Peter McIntyre) These passages link the RBNZ statement and the kiwi’s fall directly to exporters’ share price gains and the market firming. While this is plausible and standard market commentary, the causal link is not empirically demonstrated in the article.
Rephrase to make causality more clearly interpretive rather than asserted: e.g., "The kiwi dollar fell after the central bank’s statement, which may have provided a tailwind for exporters such as..."
Add clarifying language such as "analysts said" or "market participants attributed" when explaining price moves: e.g., "Exporters were among those buoying the index, which some investors linked to the weaker kiwi."
For the quoted comment, keep the attribution explicit and, if possible, balance with a note that other factors may also have contributed: e.g., "Peter McIntyre said this had pulled back expectations of rate hikes and was potentially one reason the market firmed."
Reducing complex market dynamics to a single or overly simple explanation.
1) "The local bourse was buoyed by comments from Reserve Bank governor Anna Breman..." followed by a single explanatory mechanism (rate expectations) for the market’s performance. 2) "Meanwhile, stocks across Asia were broadly weaker as tech companies ... were sold off in the increasing scepticism that the artificial intelligence giants will deliver on the massive investment underway." Both statements present one main narrative driver for broad market moves, which in reality are influenced by multiple factors.
Qualify the explanation: e.g., "The local bourse was buoyed in part by comments from Reserve Bank governor Anna Breman..."
For Asia markets, add nuance: e.g., "Stocks across Asia were broadly weaker, with tech companies sold off amid increasing scepticism that AI giants will deliver on the massive investment underway, among other factors."
Where possible, mention that multiple drivers can affect markets, or note that this is the prevailing market interpretation rather than a definitive causal statement.
Focusing more on one set of actors or perspectives than others, not in a partisan sense but in terms of coverage weight.
The article devotes substantial detail to individual NZX-listed companies and their price moves, while the Reserve Bank’s perspective is represented mainly through a brief summary of its statement and one market adviser’s interpretation. There is no alternative macro or policy view (e.g., from another economist or a critic of the RBNZ stance), though this is common in short market wraps.
Add a brief counter- or complementary view on the RBNZ outlook from another analyst or economist, e.g., someone who still sees a risk of hikes or cuts.
Clarify that the article is a market wrap focused on price action, which explains the heavier emphasis on company moves versus policy debate.
Include a short note on any key risks or uncertainties around the RBNZ’s guidance (e.g., what could change the rate path), to round out the policy side.
- 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.