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The Real Question Is Not: Which Grader Is Smartest? When teams begin building AI evaluations, it is tempting to reach for an LLM-as-a-judge because it can read almost anything and...
Agent-as-a-judge uses an AI agent with tools to grade another agent's work. Compare it with LLM judges and see a recount of the DevAI judges' error direction.
With AI now a taught subject in UAE schools and national assessment bodies tendering for automated scoring, the question for heads is no longer whether to look at AI marking but ho...
OpenAI GDPval tests AI on 1,320 real work tasks from 44 occupations. See what the 220 open tasks hold, how experts grade them, and why GDPval-AA scores differ.
MIT AI Report Calls for Alternative Grading, More Social Learning Emma Whitford Fri, 08/28/2026 - 03:00 AM Artificial intelligence is upending the MIT ed...
This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I Built I built AI Exam & Viva Partner for my friend who is preparing for comp...
State exams are meant to test students' aptitude and gauge their understanding of the curriculum. But what happens when the grading system fails? Texas found out the hard way when...
Study raises questions over human oversight in schools
Grout uses locally running AI to read and score scanned handwritten homework against teacher-created rubrics—without uploading student papers to a cloud grading service. The post G...
Generative AI can provide immediate feedback, explain difficult concepts, and help students organize complex research projects. However, it can also weaken learning when used as an...
An AI grading station pairs the Brother ADS-1300 scanner with Gradescope to digitize paper assignments, group similar answers, and reduce repetitive grading work. The post AI Gradi...
Learn how to build effective evals for AI agents, from designing clear tasks and choosing the right graders to building reliable eval harnesses and tracking changes over time.
A student submits a flawless essay. The grammar is perfect, the argument is clear, and the references look convincing. There is only one problem: the student did not write it, and....
This week, campus IT leaders voted AI their top priority for the first time, Cambridge refused Turnitin's new terms over AI training on student work, Dartmouth opened an investigat...
From Inside Higher Education: “[R]esearch, published in the journal Assessment & Evaluation in Higher Education, found that generative AI tools such as ChatGPT `do not reliabl...
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Eamonn Fitzmaurice // The 74 / Getty Images The schools turning to AI to rate students beyond standard grades Artificial intelligence will soon help teachers […]
Used well, AI should free teachers to help students think, not do the thinking for them. An expert shares one simple test for schools
Type the word password into the hardest level of a prompt injection challenge and watch what comes back. Then get the model to print something that looks like a flag without extrac...
SparkSchool AI can read photographed handwritten homework, compare student work against a teacher’s rubric, and suggest marks and feedback—while keeping the teacher in control of t...
Artificial intelligence will soon help teachers rate students’ academic and “soft” skills at schools using nontraditional report cards that skip A-F grading after an AI company p...
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AI evals score AI outputs against a fixed dataset instead of asserting pass or fail. Learn the four parts of an eval, the main types, and how to gate a release.
So they graduate knowing a lot about AI, but what else will they know?
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