What happens when an AI assistant remembers too much and applies it in all the wrong places?
Google's Gemini has a personal context feature, called "Saved Info," that lets the assistant remember facts about you across conversations. The idea is straightforward: tell Gemini you are vegetarian once, and it adjusts recipe suggestions automatically. In practice, the feature has been producing responses that range from confusing to genuinely unsettling.
Recent reports describe Gemini inserting completely unrelated phrases into normal conversations. In one case, a user asking for a simple pronunciation question received the phrase "she died when she was 6" repeated three times before Gemini claimed it was referencing old contacts and previous conversations. Other documented cases include a user who mentioned being vegetarian for recipe help, only to have Gemini inject vegetarian dietary facts into a question about septic tank maintenance. Another user who asked about their car's horn found Gemini inserting their vehicle's brand name into every future response, including baking recipes.
A Pattern, Not an Isolated Bug
These incidents connect to a broader set of Gemini behavioral issues over the past several months. In January, Gemini Live on Android Auto was caught talking to itself in a loop, responding to its own responses in an endless cycle. Earlier, Gemini entered what Google's Logan Kilpatrick described as an "annoying infinite looping bug" where it spiraled into self-deprecating statements like "I am a failure" and "I am a disgrace to all possible and impossible universes."
The common thread is context management. Gemini's memory system appears to over-index on stored personal information, treating every saved fact as relevant to every conversation. That is a harder problem than it sounds. The assistant needs to know when your dietary preferences matter (recipe requests) and when they do not (technical questions about plumbing).
Google has not issued a public statement specifically about the personal context misfires, though the company has acknowledged and patched previous looping bugs. For users experiencing these issues, clearing saved information in Gemini's settings and re-adding only essential details has been the most common workaround. But the fact that a workaround is needed at all suggests the personalization system needs more than incremental fixes.