Put two rubrics on the same spoken answer. A speaking rubric marks pronunciation and fluency, your own marking scheme marks the content, and one recording comes back with both.
Thirty PSLE compositions marked against your own P5/6 bands, from photographed handwriting, with the reasoning attached and every mark waiting for your approval.
O-Level Situational Writing carries 30 marks: Task Fulfilment 10, Language 20. The band descriptors, the word count, and why Band 3 to 4 is the real gap.
PSLE continuous writing is marked out of 36: Content 18, Language and Organisation 18. What each band asks for, and how two scripts earned 32 and 34.
An AI marker on its own agrees with a human about a third of the time. What makes it useful is where the teacher's judgement goes in, and if it stays.
Edit or delete any annotation, re-grade only when you choose, undo any change in one click, and see which skills each piece of writing shows.
In the largest meta-analysis of feedback, 38% of interventions made performance worse. What that means for AI grading, and for the rubric behind it.
Read the class average row before any individual child. A dip down a column is usually the task, not the class. Why completion and attainment go together.
Thirty scripts, one rubric, and a first pass that is already done when you sit down. What actually changes when the marking is drafted before you start.
The July release: an editable reports builder, the whole-class gradebook, native PDF and DOCX export, an email-code CLI login, and a public client SDK.
A fast first pass that returns in seconds, a bounded background fan-out to the model, and live grading progress streamed to the browser.
The first ten weeks of shipping: bulk grading, AI authoring, an open-source CLI, the whole-class gradebook, the Discover library, and an import flow that works from a phone.
Forty essays can swallow a weekend. What changes when the first pass is drafted before you sit down, and why the marking still has to be yours.
Mark a class of compositions against your own rubric in minutes, then review and approve every grade before a single student sees it.
