I am writing to express my extreme frustration with the Gemini API’s safety filters. I am currently using the API to translate a popular, officially published Chinese fantasy web novel (“Versatile Mage”) into Ukrainian.
Today, my prompts were blocked with a “Prohibited Content” error 20 times in a row, causing me to hit my API limits. This is completely unacceptable for a legitimate translation task.
Why is it blocking? Because of zero contextual understanding.
In this specific fantasy chapter, a magical fire spirit (an elemental creature) evolves. It has the ability to shift between a cute, pet-like child form (the text explicitly uses the anime trope word “loli” and “porcelain doll”) and a fully grown adult form (described as an “enticing belle”).
Your safety filter sees the words “loli”, “infant stage”, and “enticing” in the same prompt and immediately panics, triggering a false positive for NSFW or CSAM.
This is a massive flaw in your system:
-
Context is completely ignored: The text explicitly states this is a magical fire elemental changing its magical form. There is zero actual sexual content in the text.
-
Keyword matching is dumb: Relying on basic keyword triggers ruins the API for anyone translating actual fiction, literature, or web novels where these tropes exist.
-
Wasted resources: Your false positives force developers/users to waste tokens and hit rate limits just trying to figure out which completely innocent sentence triggered your broken filter.
We need a way to either bypass these overly strict filters for fictional translation workflows or your safety models need a massive upgrade in reading comprehension. Developers cannot build reliable translation tools on an API that throws a tantrum and locks up over standard fantasy novel tropes. Please fix this.
P.S. I just found another AI for this purpose - Claude. It does all the work with good quality but doesn’t have this censorship. Google just digs one’s own grave with this context-ignoring blocking.