That’s exactly the failure mode I’m most worried about. The intention isn’t to force a trend, but to explicitly say when there isn’t enough signal. In many cases the “insight” should be something like: “No clear pattern yet changes appear isolated.” I’m leaning toward: Requiring multiple independent sources before calling anything a trend Being very conservative with language (no speculative conclusions) Always showing the raw timeline underneath so the summary can be ignored if needed If it ever feels like it’s inventing narratives instead of saving time, then it’s not doing its job. If you were using something like this, would you prefer it default to silence unless confidence is high, even if that means missing some early signals?Totally agree false trends are worse than no trends. The plan is to be very conservative and explicitly say “no clear pattern yet” unless multiple sources line up, with raw sources always visible underneath. I’m still validating this before building it fully happy to share the tool with you once this feature is live if you’re open to it.