From 422db319211c2fd5089ddd940a27e3929e481083 Mon Sep 17 00:00:00 2001 From: miguelaenlle Date: Thu, 21 May 2026 15:56:46 -0500 Subject: [PATCH 1/4] Clarify that student submissions are not used for model training Co-Authored-By: Claude Opus 4.7 (1M context) --- src/pages/about/blog/introducing-ai-grading/index.mdx | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pages/about/blog/introducing-ai-grading/index.mdx b/src/pages/about/blog/introducing-ai-grading/index.mdx index d5ae7f5..927d2eb 100644 --- a/src/pages/about/blog/introducing-ai-grading/index.mdx +++ b/src/pages/about/blog/introducing-ai-grading/index.mdx @@ -40,7 +40,7 @@ export const meta = { AI grading evaluates open-ended submissions, typed or handwritten, and scores them against your rubric in seconds. Grading hundreds of submissions now takes a single click, and it's available to all PrairieLearn instructors today. -AI grading is opt-in and transparent. AI grading decisions come with detailed explanations and are clearly distinguished from human grades. Course staff remain the final decision-makers on student grading. +AI grading is opt-in and transparent. AI grading decisions come with detailed explanations and are clearly distinguished from human grades. Course staff remain the final decision-makers on student grading. Student submissions are never used to train AI models.
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From f42cc3a18206841ad95f17b3946f1a23effdffc6 Mon Sep 17 00:00:00 2001 From: miguelaenlle Date: Thu, 21 May 2026 16:15:08 -0500 Subject: [PATCH 2/4] Move privacy clarification into interpretability section Co-Authored-By: Claude Opus 4.7 (1M context) --- src/pages/about/blog/introducing-ai-grading/index.mdx | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/src/pages/about/blog/introducing-ai-grading/index.mdx b/src/pages/about/blog/introducing-ai-grading/index.mdx index 927d2eb..08e868e 100644 --- a/src/pages/about/blog/introducing-ai-grading/index.mdx +++ b/src/pages/about/blog/introducing-ai-grading/index.mdx @@ -40,7 +40,7 @@ export const meta = { AI grading evaluates open-ended submissions, typed or handwritten, and scores them against your rubric in seconds. Grading hundreds of submissions now takes a single click, and it's available to all PrairieLearn instructors today. -AI grading is opt-in and transparent. AI grading decisions come with detailed explanations and are clearly distinguished from human grades. Course staff remain the final decision-makers on student grading. Student submissions are never used to train AI models. +AI grading is opt-in and transparent. AI grading decisions come with detailed explanations and are clearly distinguished from human grades. Course staff remain the final decision-makers on student grading.
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@@ -224,8 +224,11 @@ Real numbers from two PrairieLearn courses, measured end-to-end from clicking ** Every grade comes with a detailed explanation of the model's reasoning and its transcription of image submissions — so you can audit decisions, spot edge cases, and trust the results. AI grading works best as a fast first pass, with human review reserved for the cases that need it. Instructor-assigned grades always take precedence. +Submissions are never used to train models, and student identifying information is never shared with LLMs. + To adjust grading behavior, update the rubric instructions — the model follows them. + Date: Thu, 21 May 2026 16:16:44 -0500 Subject: [PATCH 3/4] Move no-training clarification back to intro and qualify to credits Co-Authored-By: Claude Opus 4.7 (1M context) --- src/pages/about/blog/introducing-ai-grading/index.mdx | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/src/pages/about/blog/introducing-ai-grading/index.mdx b/src/pages/about/blog/introducing-ai-grading/index.mdx index 08e868e..79a316d 100644 --- a/src/pages/about/blog/introducing-ai-grading/index.mdx +++ b/src/pages/about/blog/introducing-ai-grading/index.mdx @@ -40,7 +40,7 @@ export const meta = { AI grading evaluates open-ended submissions, typed or handwritten, and scores them against your rubric in seconds. Grading hundreds of submissions now takes a single click, and it's available to all PrairieLearn instructors today. -AI grading is opt-in and transparent. AI grading decisions come with detailed explanations and are clearly distinguished from human grades. Course staff remain the final decision-makers on student grading. +AI grading is opt-in and transparent. AI grading decisions come with detailed explanations and are clearly distinguished from human grades. Course staff remain the final decision-makers on student grading. Student submissions are never used to train AI models when using PrairieLearn AI grading credits.
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@@ -224,8 +224,6 @@ Real numbers from two PrairieLearn courses, measured end-to-end from clicking ** Every grade comes with a detailed explanation of the model's reasoning and its transcription of image submissions — so you can audit decisions, spot edge cases, and trust the results. AI grading works best as a fast first pass, with human review reserved for the cases that need it. Instructor-assigned grades always take precedence. -Submissions are never used to train models, and student identifying information is never shared with LLMs. - To adjust grading behavior, update the rubric instructions — the model follows them. From d60e9adb1504a3e37f4329832bd4c194e8f2bf7b Mon Sep 17 00:00:00 2001 From: miguelaenlle Date: Thu, 21 May 2026 16:16:55 -0500 Subject: [PATCH 4/4] Ran linter --- src/pages/about/blog/introducing-ai-grading/index.mdx | 1 - 1 file changed, 1 deletion(-) diff --git a/src/pages/about/blog/introducing-ai-grading/index.mdx b/src/pages/about/blog/introducing-ai-grading/index.mdx index 79a316d..2d8cb56 100644 --- a/src/pages/about/blog/introducing-ai-grading/index.mdx +++ b/src/pages/about/blog/introducing-ai-grading/index.mdx @@ -226,7 +226,6 @@ Every grade comes with a detailed explanation of the model's reasoning and its t To adjust grading behavior, update the rubric instructions — the model follows them. -