corpus.blog
41554 blogs · [ { "id": "01a0875f-b199-723a-924f-179c53a18e7d", "title": "Why I Insist on a Roadmap Before Starting Any AI Project.", "url": "https://christianjmills.com/posts/client-best-practices/roadmaps/", "published_at": "2025-10-14T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c53a47272", "title": "My Client’s AI Project Was Starving for Data. So We Built a ‘Data Factory’ to Feed It.", "url": "https://christianjmills.com/posts/client-case-studies/synthetic-data-factory/", "published_at": "2025-10-10T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c54617dc1", "title": "Notes on ICML 2024 Tutorial: Physics of Language Models", "url": "https://christianjmills.com/posts/physics-of-language-models-notes/icml-tutorial/", "published_at": "2025-02-17T08:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c54cbbdce", "title": "Notes on The Superstruct Manifesto", "url": "https://christianjmills.com/posts/the-superstruct-manifesto-book-notes/", "published_at": "2025-02-09T08:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c55427a01", "title": "Notes on The Great Mental Models - Volume 2: Physics, Chemistry, and Biology", "url": "https://christianjmills.com/posts/the-great-mental-models-book-series-notes/volume-2/", "published_at": "2024-11-22T08:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5565f338", "title": "GPU MODE Lecture 15: CUTLASS", "url": "https://christianjmills.com/posts/cuda-mode-notes/lecture-015/", "published_at": "2024-11-17T08:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5651dc9c", "title": "GPU MODE Lecture 14: Practitioners Guide to Triton", "url": "https://christianjmills.com/posts/cuda-mode-notes/lecture-014/", "published_at": "2024-11-15T08:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c56dffaaa", "title": "Quantizing timm Image Classifiers with ONNX Runtime and TensorRT in Ubuntu", "url": "https://christianjmills.com/posts/pytorch-train-image-classifier-timm-hf-tutorial/ort-tensorrt-ubuntu/", "published_at": "2024-11-11T08:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c574a3831", "title": "Quantizing YOLOX with ONNX Runtime and TensorRT in Ubuntu", "url": "https://christianjmills.com/posts/pytorch-train-object-detector-yolox-tutorial/ort-tensorrt-ubuntu/", "published_at": "2024-11-11T08:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5778ecd0", "title": "GPU MODE Lecture 13: Ring Attention", "url": "https://christianjmills.com/posts/cuda-mode-notes/lecture-013/", "published_at": "2024-11-11T08:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c57c79f23", "title": "Notes on Seeing What Others Don’t꞉ The Remarkable Ways We Gain Insights", "url": "https://christianjmills.com/posts/seeing-what-others-dont/", "published_at": "2024-11-10T08:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c58878ff6", "title": "Deploying YOLOX for Real-Time Object Tracking on the Raspberry Pi AI Kit", "url": "https://christianjmills.com/posts/pytorch-train-object-detector-yolox-tutorial/rpi5-ai-kit-object-tracking/", "published_at": "2024-10-15T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c592173e4", "title": "Setting Up a Local Python Environment with Mamba for Machine Learning Projects on Windows", "url": "https://christianjmills.com/posts/mamba-getting-started-tutorial-windows/", "published_at": "2024-10-05T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5a1e9fbf", "title": "Notes on The Great Mental Models - Volume 1: General Thinking Concepts", "url": "https://christianjmills.com/posts/the-great-mental-models-book-series-notes/volume-1/", "published_at": "2024-10-04T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5a33b713", "title": "Notes on Brave New Words: How AI Will Revolutionize Education", "url": "https://christianjmills.com/posts/brave-new-words-book-notes/", "published_at": "2024-10-04T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5a573873", "title": "Notes on The Demon-Haunted World꞉ Science as a Candle in the Dark", "url": "https://christianjmills.com/posts/the-demon-haunted-world-book-notes/", "published_at": "2024-09-26T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5a92371b", "title": "Getting Started with Intel’s PyTorch Extension for Arc GPUs on Ubuntu", "url": "https://christianjmills.com/posts/intel-pytorch-extension-tutorial/native-ubuntu/", "published_at": "2024-09-22T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5b62c049", "title": "Getting Started with Intel’s PyTorch Extension for Arc GPUs on Windows", "url": "https://christianjmills.com/posts/intel-pytorch-extension-tutorial/native-windows/", "published_at": "2024-09-21T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5baadf0a", "title": "GPU MODE Lecture 12: Flash Attention", "url": "https://christianjmills.com/posts/cuda-mode-notes/lecture-012/", "published_at": "2024-09-15T07:00:00+00:00" }, { "id": "01a0875f-b199-723a-924f-179c5c89ddd6", "title": "GPU MODE Lecture 11: Sparsity", "url": "https://christianjmills.com/posts/cuda-mode-notes/lecture-011/", "published_at": "2024-09-15T07:00:00+00:00" } ] posts Claim your blog
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2025

Why I Insist on a Roadmap Before Starting Any AI Project.original ↗
14 Oct 2025
My Client’s AI Project Was Starving for Data. So We Built a ‘Data Factory’ to Feed It.original ↗
10 Oct 2025
Notes on ICML 2024 Tutorial: Physics of Language Modelsoriginal ↗
17 Feb 2025
Notes on The Superstruct Manifestooriginal ↗
9 Feb 2025

2024

Notes on The Great Mental Models - Volume 2: Physics, Chemistry, and Biologyoriginal ↗
22 Nov 2024
GPU MODE Lecture 15: CUTLASSoriginal ↗
17 Nov 2024
GPU MODE Lecture 14: Practitioners Guide to Tritonoriginal ↗
15 Nov 2024
Quantizing timm Image Classifiers with ONNX Runtime and TensorRT in Ubuntuoriginal ↗
11 Nov 2024
Quantizing YOLOX with ONNX Runtime and TensorRT in Ubuntuoriginal ↗
11 Nov 2024
GPU MODE Lecture 13: Ring Attentionoriginal ↗
11 Nov 2024
Notes on Seeing What Others Don’t꞉ The Remarkable Ways We Gain Insightsoriginal ↗
10 Nov 2024
Deploying YOLOX for Real-Time Object Tracking on the Raspberry Pi AI Kitoriginal ↗
15 Oct 2024
Setting Up a Local Python Environment with Mamba for Machine Learning Projects on Windowsoriginal ↗
5 Oct 2024
Notes on The Great Mental Models - Volume 1: General Thinking Conceptsoriginal ↗
4 Oct 2024
Notes on Brave New Words: How AI Will Revolutionize Educationoriginal ↗
4 Oct 2024
Notes on The Demon-Haunted World꞉ Science as a Candle in the Darkoriginal ↗
26 Sept 2024
Getting Started with Intel’s PyTorch Extension for Arc GPUs on Ubuntuoriginal ↗
22 Sept 2024
Getting Started with Intel’s PyTorch Extension for Arc GPUs on Windowsoriginal ↗
21 Sept 2024
GPU MODE Lecture 12: Flash Attentionoriginal ↗
15 Sept 2024
GPU MODE Lecture 11: Sparsityoriginal ↗
15 Sept 2024