“English is her second language so she prefers ChatGPT's language translation and it's important to her to communicate fluidly as she takes college level art courses with a basic fluency.”

“The article's program is running on Python version 3.13 and numpy version 2.3.5.”

“What surprised me was that the hardest part wasn’t the models themselves, but figuring out the experience for the user.”

“Deedy认为，学历依然重要。但他也同意，这份名单只是说这些名校的最好的学生主动性强，不一定能反映其教育质量有多好。”

“"To address the loneliness of children who feel 'it's difficult to talk to teachers because they seem busy' or 'don't want their friends to know,' I created an AI counseling app."”

“Google’s 2025 Our Life with AI survey found people are using AI tools to learn new things.”

“Claude Desktop and other AI agents use MCP (Model Context Protocol) to connect with external services.”

“When I first started reading machine learning research papers, I honestly thought something was wrong with me.”

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“Experiential results show that LLMs can reliably convert natural language into structured robot actions; after applying prompt-engineering templates instruction-parsing accuracy improves significantly; as task complexity increases, overall accuracy rate exceeds 88.9% in the highest complexity tests.”

“私がよくやっていたこの超高速探究学習は、15分という時間制限のなかでLLMを相手に問いを投げ、思考を回す遊びに近い。”

“前回こちらでロジスティック回帰（およびソフトマックス回帰）でMNISTの0から9までの手書き数字の画像データセットを分類する記事を書きました。”

“I firmly believe that in this era, maintaining a continuously updating ML lecture series is infinitely more valuable than writing a book that expires the moment it's published.”

“MNIST（エムニスト）は、0から9までの手書き数字の画像データセットです。”

“"The good thing about Gemini is it's native multimodality. It can reason over the generated video and that iterative loop helps a lot and dealing with just one model and framework was super easy"”

“I’m running into a pretty frustrating issue — OpenAI’s services aren’t available where I live, but I’d still like to use them for learning, coding help, and personal projects and educational reasons.”

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“Practitioners report a shift in development bottlenecks toward code review and concerns regarding code quality, maintainability, security vulnerabilities, ethical issues, erosion of foundational problem-solving skills, and insufficient preparation of entry-level engineers.”

“The strongest results arise when priors are combined with content embeddings (AUC~0.815), while content-only models remain above chance but substantially weaker (AUC~0.626).”

“Students guided by LearnLM were 5.5 percentage points more likely to solve novel problems on subsequent topics (with a success rate of 66.2%) than those who received tutoring from human tutors alone (rate of 60.7%).”

“CreativeDC achieves significantly higher diversity and novelty compared to baselines while maintaining high utility.”

“The models struggled to correctly classify human-written work (with error rates up to 32%).”

“The title itself provides the core information: the subject is Van der Waals interactions, and the approach is pedagogical, using perturbation theory.”

“E6BJA represents a meaningful evolution in pilot-facing flight tools, supporting both computation and instruction in aviation training contexts.”

“My goal was to help people learning ML understand what's actually happening under the hood of frameworks like PyTorch (though simplified).”

“MetaCD outperforms other baselines in both accuracy and generalization.”

“The user asks ChatGPT: "Which combination of the 81 possibilities does the following code correspond to?"”

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“Deleting that annotated example exploit allowed me to send the letter!”

“"What is the gold standard? Paid and unpaid. What are employers looking for?"”

“The library provides a deployable tool for teaching quantum mechanics and preliminary exploration of tunneling dynamics.”

“The learner's internal state $x$ is invisible to educators...”

“Our 8B-parameter model achieves a Macro F1 of 0.845, outperforming GPT-4o (0.812) by 3.3% while using 20 times fewer parameters.”

“Are you using chat AI (ChatGPT, Claude, Gemini, etc.) when learning new technologies?”

“The article's focus is on using LLMs and AI clones to create more interactive lecture videos.”

“The paper reveals pronounced cross-model discrepancies, including low concept overlap and near-zero agreement in relational triples on many slides.”

“The context mentions bidirectional human-AI alignment in education.”

“"There is no clear primary source (original text) or official namer confirmed for the term 'Double Pythagorean Theorem.'"”

“Instructors can adjust concept predictions and instantly view the updated grade, enabling accountable human-in-the-loop evaluation.”

“"We hope to continuously lower the threshold of precision manufacturing, so that tools are no longer a constraint, but become the infrastructure for releasing creativity."”

“Even in the age of generative AI, explanations and formulas generated by AI alone may not be enough for understanding.”

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“We found that while zero-shot performance was moderate, providing comprehensive examples (few-shot prompting) significantly improved performance for state-of-the-art models...”

“Large Language Models approach expert pedagogical quality in math tutoring.”

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“The research focuses on establishing baselines for how well LLMs recognize instructional moves.”

“The app turns your own photos into pages for your kids to color, via AI.”

“Welcome to this week's entering & transitioning thread!”