AI in Education
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Vibe physics: The AI grad student

AI in Education Editorial•
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••Updated June 2, 2026•1 min read•Read source
Vibe physics: The AI grad student
🌍Global🔬Researchers🎯Research📚Physics🛠️Claude🇺🇸US+4 more

Science Vibe physics: The AI grad student Mar 23, 2026 Can AI do theoretical physics? In this guest post, professor of physics Matthew Schwartz decided to find out by supervising Claude through a real research calculation, start to finish, without ever touching a file himself. His account of what happened is below. Summary I guided Claude Opus 4.5 through a real theoretical physics calculation, encapsulating the complexity of code and computations behind text prompts.

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Analysis & Perspectives

How AI Grades Handwritten Math (And Where It Still Struggles)

AI grades handwritten math by reading the page with specialized handwriting recognition, then evaluating each step of a solution rather than just the final answer. Here is how that pipeline works and where it still breaks down.

What AI Grading Analytics Reveal About Learning Gaps

AI grading analytics turn a pile of scores into concept-level diagnoses, showing exactly where a class or student is stuck. Here is how educators can read that data and act on it.

People Also Ask

What is the best AI tool for students?▾
The most widely used AI tools for students include ChatGPT for writing and research assistance, Grammarly for grammar and clarity, and Khan Academy's Khanmigo for personalized tutoring. The best choice depends on the task: ChatGPT suits open-ended research, while Khanmigo guides students through problems step by step without just giving answers.
Is it cheating to use AI as a student?▾
Whether using AI counts as cheating depends on the school's academic integrity policy. Many institutions now allow AI for brainstorming, editing, or research but prohibit submitting AI-generated text as original work. Students should always disclose AI use when required and verify that AI-generated content is accurate before submitting.
How can AI help students learn more effectively?▾
AI helps students learn by providing instant feedback, adapting difficulty to individual pace, and offering on-demand explanations at any hour. Tutoring tools like Socratic by Google and Khanmigo guide students through reasoning rather than supplying direct answers, which research shows improves long-term retention.
Are there free AI tools for students?▾
Yes. ChatGPT (free tier), Google Gemini, Microsoft Copilot, and Perplexity AI are all free to use for students. Khan Academy's Khanmigo is free for US students, and many school districts provide licensed access to AI tools at no cost through institutional agreements.

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