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!
Pipis Kiosk / Pipis North (restaurant and team)
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.
Use of value-laden, promotional, or overly positive wording that presents subjective judgments as if they were neutral facts.
Examples include: - "A visit to Pipis Kiosk is dreamy." - "The view and the atmosphere are so good, it’s easy to forget the food … is equally impressive." - "beachside-appropriate culinary approach" - "It’s got a similar DNA … I’d say it’s a lot more approachable. It’s a little bit cheaper as well, and more of a bar vibe so you can just pop in." These phrases present subjective evaluations (dreamy, impressive, approachable) as if they are generally accepted facts, without clarifying that they are opinions or whose perspective they represent.
Attribute subjective judgments explicitly, e.g. change "A visit to Pipis Kiosk is dreamy" to "Many diners describe a visit to Pipis Kiosk as dreamy" or "The setting at Pipis Kiosk aims for a dreamy, relaxed feel."
Change "the food … is equally impressive" to a more neutral description such as "the food … has a strong focus on seafood and presentation" or attribute it: "which has drawn strong praise from some reviewers."
Replace "beachside-appropriate culinary approach" with a factual description like "a menu focused on seafood dishes suited to a casual, beachside setting."
Where terms like "approachable" and "bar vibe" are used, clarify that this is the venue’s intention or staff’s view: e.g. "Clay describes the new venue as more approachable and with more of a bar vibe."
Claims presented without evidence, data, or sourcing, especially when they make comparative or general statements.
The chef is quoted: "In Australia, we have one of the most diverse and exciting plethora of seafood available to us, and Aussies actually don’t eat that much seafood compared to other nations that have that diverse availability." This is a broad comparative claim about national seafood consumption and diversity, presented without any data or reference. While it is in quotation marks, the article does not contextualize it as opinion or provide any supporting information.
Clarify that this is the chef’s opinion: e.g. "Clay believes that Australia has access to a particularly diverse range of seafood, yet that Australians don’t eat as much seafood as people in some other countries with similar access."
Add context or data if available: e.g. "According to [relevant source], Australia’s per-capita seafood consumption is lower than that of [countries], despite its extensive coastline and variety of species."
If no data is available, signal the uncertainty: e.g. "While Clay doesn’t cite specific figures, he argues that…"
Using emotionally evocative language and imagery to create a positive impression rather than relying on neutral description.
Phrases such as "A visit to Pipis Kiosk is dreamy", "The view and the atmosphere are so good", and the emphasis on "happy hour" deals and "salty sips" are crafted to evoke a pleasant, aspirational feeling about the venue. This is typical of lifestyle writing but still constitutes an emotional appeal rather than neutral reporting.
Replace emotionally charged adjectives with descriptive, concrete details: e.g. instead of "dreamy", describe the physical setting: "The restaurant sits on the shore, overlooking Kerferd Road Pier and Hobsons Bay, with large windows and outdoor seating."
Describe promotions factually without suggestive phrasing: e.g. "Happy hour runs from 4pm to 6pm with $4 oysters, $16 Melbourne Bitter longnecks and $50 half bottles of wine" (this part is already fairly neutral; avoid adding extra hype like "unmissable" or "can’t-resist".)
Where evocative language is desired for style, clearly frame it as the writer’s or patrons’ impression, not as an objective fact.
Leaving out contextual information that would help readers fully understand the nature of the piece, such as its promotional or advertorial character.
The article reads as strongly promotional of Pipis North, with no mention of potential downsides (price range beyond a few items, noise, crowding, accessibility, etc.) and no comparison to other venues. For a news-style piece, this would be an omission; for a lifestyle feature it is common, but it still means the coverage is one-sided and favors the venue.
Explicitly frame the piece as a preview or feature rather than neutral review, e.g. "This is a first-look feature at Pipis North, a six-week pop-up in Fitzroy."
Add basic balancing context where relevant, such as typical price range for mains, booking requirements, or any limitations (e.g. small space, short run, likely to be busy).
If the publication has a commercial relationship with the venue (sponsorship, advertorial), disclose it clearly so readers can interpret the tone appropriately.
- 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.