KARANI

The arena

Paste an essay. The real pipeline runs on it — live Gemini analysis, the span registry, the injection scan, four validation layers — and shows you the evidence sheet it would put in front of an instructor. It cannot grade what you paste, and you are invited to try to make it.

Your text is analysed and not kept: no log entry, no cache, nothing survives the request. Try a prompt injection — it will be flagged, and analysis will proceed anyway, because a blocked submission is a student penalised for a file that may not be their doing. Limit 8000 characters, 3/hour.

Load a sample essay that tries to trick the grader

Analysed against the municipal-broadband rubric (five criteria) by gemini-3.6-flash at temperature 0. Takes ten to thirty seconds — the citations are being validated four ways.